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Avi Goldfarb

Citations

Many of the citations below have been collected in an experimental project, CitEc, where a more detailed citation analysis can be found. These are citations from works listed in RePEc that could be analyzed mechanically. So far, only a minority of all works could be analyzed. See under "Corrections" how you can help improve the citation analysis.

Blog mentions

As found by EconAcademics.org, the blog aggregator for Economics research:
  1. Ajay Agrawal & Avi Goldfarb, 2008. "Restructuring Research: Communication Costs and the Democratization of University Innovation," American Economic Review, American Economic Association, vol. 98(4), pages 1578-1590, September.

    Mentioned in:

    1. RePEc and the democratization of research
      by Christian Zimmermann in RePEc blog on 2008-12-10 03:37:20

RePEc Biblio mentions

As found on the RePEc Biblio, the curated bibliography of Economics:
  1. Ajay Agrawal & Avi Goldfarb & Florenta Teodoridis, 2013. "Does Knowledge Accumulation Increase the Returns to Collaboration?," NBER Working Papers 19694, National Bureau of Economic Research, Inc.

    Mentioned in:

    1. > Economics Profession > Publishing in Economics > Teams

Wikipedia or ReplicationWiki mentions

(Only mentions on Wikipedia that link back to a page on a RePEc service)
  1. Avi Goldfarb & Mo Xiao, 2011. "Who Thinks about the Competition? Managerial Ability and Strategic Entry in US Local Telephone Markets," American Economic Review, American Economic Association, vol. 101(7), pages 3130-3161, December.

    Mentioned in:

    1. Who Thinks about the Competition? Managerial Ability and Strategic Entry in US Local Telephone Markets (AER 2011) in ReplicationWiki ()
  2. Ajay Agrawal & Avi Goldfarb, 2008. "Restructuring Research: Communication Costs and the Democratization of University Innovation," American Economic Review, American Economic Association, vol. 98(4), pages 1578-1590, September.

    Mentioned in:

    1. Restructuring Research: Communication Costs and the Democratization of University Innovation (AER 2008) in ReplicationWiki ()
  3. Chris Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Internet and Local Wages: A Puzzle," American Economic Review, American Economic Association, vol. 102(1), pages 556-575, February.

    Mentioned in:

    1. The Internet and Local Wages: A Puzzle (AER 2012) in ReplicationWiki ()

Working papers

  1. Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2023. "Similarities and Differences in the Adoption of General Purpose Technologies," NBER Working Papers 30976, National Bureau of Economic Research, Inc.

    Cited by:

    1. Bunel, Simon & Bijnens, Gert & Botelho, Vasco & Falck, Elisabeth & Labhard, Vincent & Lamo, Ana & Röhe, Oke & Schroth, Joachim & Sellner, Richard & Strobel, Johannes & Anghel, Brindusa, 2024. "Digitalisation and productivity," Occasional Paper Series 339, European Central Bank.

  2. Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2023. "The Turing Transformation: Artificial Intelligence, Intelligence Augmentation, and Skill Premiums," NBER Working Papers 31767, National Bureau of Economic Research, Inc.

    Cited by:

    1. Cheng, Can & Luo, Jiayu & Zhu, Chun & Zhang, Shangfeng, 2024. "Artificial intelligence and the skill premium: A numerical analysis of theoretical models," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    2. Osea Giuntella & Johannes König & Luca Stella, 2023. "Artificial Intelligence and Workers’ Well-being," SOEPpapers on Multidisciplinary Panel Data Research 1194, DIW Berlin, The German Socio-Economic Panel (SOEP).

  3. Avi Goldfarb & Verina F. Que, 2023. "The Economics of Digital Privacy," NBER Working Papers 30943, National Bureau of Economic Research, Inc.

    Cited by:

    1. Su, Yingliang & Wu, Jiahua, 2024. "Digital transformation and enterprise sustainable development," Finance Research Letters, Elsevier, vol. 60(C).
    2. Nam, Sangjun & Kwon, Youngsun, 2024. "Is pay-or-consent for privacy justifiable? Evidence from different users' privacy attitudes toward behavioral data collection in South Korea," Telecommunications Policy, Elsevier, vol. 48(7).
    3. Jiadong Gu, 2024. "Data Trade and Consumer Privacy," Papers 2406.12457, arXiv.org, revised Jul 2024.
    4. Aguirre De Mora, Florencia & Roseth, Benjamin & Santamaria, Julieth, 2024. "Does Reluctance to Share Personal Data Reduce Citizen Demand for Personalized Services? Evidence from a Survey Experiment," IDB Publications (Working Papers) 13565, Inter-American Development Bank.

  4. Avi Goldfarb & Bledi Taska & Florenta Teodoridis, 2022. "Could Machine Learning be a General Purpose Technology? A Comparison of Emerging Technologies Using Data from Online Job Postings," NBER Working Papers 29767, National Bureau of Economic Research, Inc.

    Cited by:

    1. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.
    2. A. A. Ternikov, 2023. "Artificial intelligence and the demand for skills in Russia," Voprosy Ekonomiki, NP Voprosy Ekonomiki, issue 11.
    3. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2024. "AI as a new emerging technological paradigm: evidence from global patenting," GLO Discussion Paper Series 1467, Global Labor Organization (GLO).
    4. Tamay Besiroglu & Nicholas Emery-Xu & Neil Thompson, 2022. "Economic impacts of AI-augmented R&D," Papers 2212.08198, arXiv.org, revised Jan 2023.
    5. Benjamin Laufer & Jon Kleinberg & Hoda Heidari, 2023. "Fine-Tuning Games: Bargaining and Adaptation for General-Purpose Models," Papers 2308.04399, arXiv.org, revised Dec 2024.
    6. Cave, Jonathan & Waterson, Michael & Battisti, Giuliana, 2023. "Economic Impact of Significant New Deployment of Infrastructure : Historical examples and links to potential high impact outcomes for 5G," The Warwick Economics Research Paper Series (TWERPS) 1465, University of Warwick, Department of Economics.
    7. Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, Institute of Labor Economics (IZA).
    8. Besiroglu, Tamay & Emery-Xu, Nicholas & Thompson, Neil, 2024. "Economic impacts of AI-augmented R&D," Research Policy, Elsevier, vol. 53(7).
    9. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
    10. Matthias Niggli & Christian Rutzer, 2023. "Digital technologies, technological improvement rates, and innovations “Made in Switzerland”," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 159(1), pages 1-31, December.
    11. Seo, Wonchul & Afifuddin, Mokh, 2024. "Developing a supervised learning model for anticipating potential technology convergence between technology topics," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    12. Jaehyuk Park, 2024. "Analyzing the direct role of governmental organizations in artificial intelligence innovation," The Journal of Technology Transfer, Springer, vol. 49(2), pages 437-465, April.
    13. Qin Chen & Jinfeng Ge & Huaqing Xie & Xingcheng Xu & Yanqing Yang, 2023. "Large Language Models at Work in China's Labor Market," Papers 2308.08776, arXiv.org.
    14. Tyna Eloundou & Sam Manning & Pamela Mishkin & Daniel Rock, 2023. "GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models," Papers 2303.10130, arXiv.org, revised Aug 2023.
    15. Heikkilä, Jussi & Rissanen, Julius & Ali-Vehmas, Timo, 2023. "Coopetition, standardization and general purpose technologies: A framework and an application," Telecommunications Policy, Elsevier, vol. 47(4).
    16. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2024. "Is Artificial Intelligence Generating a New Paradigm? Evidence from the Emerging Phase," IZA Discussion Papers 17183, Institute of Labor Economics (IZA).
    17. Sam Ruiqing Cao & Marco Iansiti, 2022. "Organizational Barriers to Transforming Large Finance Corporations: Cloud Adoption and the Importance of Technological Architecture," CESifo Working Paper Series 10142, CESifo.

  5. Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2021. "AI Adoption and System-Wide Change," NBER Working Papers 28811, National Bureau of Economic Research, Inc.

    Cited by:

    1. Bäck, Asta & Hajikhani, Arash & Jäger, Angela & Schubert, Torben & Suominen, Arho, 2022. "Return of the Solow-paradox in AI? AI-adoption and firm productivity," Papers in Innovation Studies 2022/1, Lund University, CIRCLE - Centre for Innovation Research.
    2. Tyna Eloundou & Sam Manning & Pamela Mishkin & Daniel Rock, 2023. "GPTs are GPTs: An Early Look at the Labor Market Impact Potential of Large Language Models," Papers 2303.10130, arXiv.org, revised Aug 2023.
    3. Klügl, Franziska & Kyvik Nordås, Hildegunn, 2021. "AI-enabled Automation, Trade, and the Future of Engineering Services," Working Papers 2021:16, Örebro University, School of Business.
    4. Joshua S. Gans, 2023. "Artificial intelligence adoption in a monopoly market," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 1098-1106, March.

  6. Chris Forman & Avi Goldfarb, 2020. "Concentration and Agglomeration of IT Innovation and Entrepreneurship: Evidence from Patenting," NBER Working Papers 27338, National Bureau of Economic Research, Inc.

    Cited by:

    1. Fernandez, Viviana, 2022. "Innovative intensity in the mining industry: Evidence from patent families," Resources Policy, Elsevier, vol. 78(C).
    2. Stefano Magrini & Alessandro Spiganti, "undated". "A Tale of Two Cities: Communication, Innovation, and Divergence," Working Papers 2021:28, Department of Economics, University of Venice "Ca' Foscari".
    3. Viviana Fernandez, 2021. "Cross-country concentration and specialization of mining inventions," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(8), pages 6715-6759, August.
    4. Cristiano Antonelli & Gianluca Orsatti & Guido Pialli, 2023. "The knowledge-intensive direction of technological change," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 13(1), pages 1-27, March.

  7. Avi Goldfarb & Catherine Tucker, 2020. "Which Retail Outlets Generate the Most Physical Interactions?," NBER Working Papers 27042, National Bureau of Economic Research, Inc.

    Cited by:

    1. Seth G. Benzell & Avinash Collis & Christos Nicolaides, 2020. "Rationing social contact during the COVID-19 pandemic: Transmission risk and social benefits of US locations," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(26), pages 14642-14644, June.
    2. Tyler Atkinson & Jim Dolmas & Christoffer Koch & Evan F. Koenig & Karel Mertens & Anthony Murphy & Kei-Mu Yi, 2020. "Mobility and Engagement Following the SARS-Cov-2 Outbreak," Working Papers 2014, Federal Reserve Bank of Dallas.
    3. Monte, Ferdinando, 2020. "Mobility Zones," Economics Letters, Elsevier, vol. 194(C).
    4. Raj Chetty & John N Friedman & Michael Stepner & Opportunity Insights Team & Camille Baker & Harvey Barnhard & Matt Bell & Gregory Bruich & Tina Chelidze & Lucas Chu & Westley Cineus & Sebi Devlin-Fol, 2024. "The Economic Impacts of COVID-19: Evidence from a New Public Database Built Using Private Sector Data," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 139(2), pages 829-889.
    5. Goolsbee, Austan & Syverson, Chad, 2021. "Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020," Journal of Public Economics, Elsevier, vol. 193(C).
    6. Cronin, Christopher J. & Evans, William N., 2021. "Total shutdowns, targeted restrictions, or individual responsibility: How to promote social distancing in the COVID-19 Era?," Journal of Health Economics, Elsevier, vol. 79(C).
    7. Christopher J. Cronin & William N. Evans, 2020. "Private Precaution and Public Restrictions: What Drives Social Distancing and Industry Foot Traffic in the COVID-19 Era?," NBER Working Papers 27531, National Bureau of Economic Research, Inc.
    8. Pichler, Anton & Pangallo, Marco & del Rio-Chanona, R. Maria & Lafond, François & Farmer, J. Doyne, 2020. "Production networks and epidemic spreading: How to restart the UK economy?," INET Oxford Working Papers 2020-12, Institute for New Economic Thinking at the Oxford Martin School, University of Oxford.

  8. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2019. "Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction," NBER Working Papers 25619, National Bureau of Economic Research, Inc.

    Cited by:

    1. Joshua S. Gans, 2023. "Artificial intelligence adoption in a competitive market," Economica, London School of Economics and Political Science, vol. 90(358), pages 690-705, April.
    2. Johanna Deperi & Ludovic Dibiaggio & Mohamed Keita & Lionel Nesta, 2023. "Ideas Without Scale in French Artificial Intelligence Innovations," Post-Print hal-04144817, HAL.
    3. Savin, Ivan & Ott, Ingrid & Konop, Chris, 2022. "Tracing the evolution of service robotics: Insights from a topic modeling approach," Technological Forecasting and Social Change, Elsevier, vol. 174(C).
    4. Zhang, Yun & Qu, Yuxuan, 2024. "Has the digital economy improved the consumption of poor and subsistence households?," China Economic Review, Elsevier, vol. 83(C).
    5. Yuchtman, Noam & Beraja, Martin & Kao, Andrew & Yang, David, 2021. "AI-tocracy," CEPR Discussion Papers 16703, C.E.P.R. Discussion Papers.
    6. Erik Brynjolfsson & Wang Jin & Kristina McElheran, 2021. "The power of prediction: predictive analytics, workplace complements, and business performance," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 217-239, October.
    7. David M. Byrne, 2022. "The Digital Economy and Productivity," Finance and Economics Discussion Series 2022-038, Board of Governors of the Federal Reserve System (U.S.).
    8. Wang, Linhui & Zhao, He & Cao, Zhanglu & Dong, Zhiqing, 2024. "Artificial intelligence and intergenerational occupational mobility," Journal of Asian Economics, Elsevier, vol. 90(C).
    9. Lyu, Wenjing & Liu, Jin, 2021. "Soft skills, hard skills: What matters most? Evidence from job postings," Applied Energy, Elsevier, vol. 300(C).
    10. Carioli, Paolo & Czarnitzki, Dirk & Fernández, Gastón P., 2024. "Evidence on the adoption of Artificial Intelligence: The role of skills shortage," ZEW Discussion Papers 24-013, ZEW - Leibniz Centre for European Economic Research.
    11. Mahmut Ozer & Matjaz Perc & Hayri Eren Suna, 2024. "Artificial Intelligence Bias and the Amplification of Inequalities in the Labor Market," Journal of Economy Culture and Society, Istanbul University, Faculty of Economics, vol. 69(69), pages 159-168, June.
    12. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2024. "AI as a new emerging technological paradigm: evidence from global patenting," GLO Discussion Paper Series 1467, Global Labor Organization (GLO).
    13. Tatsuru Kikuchi, 2024. "Impact Evaluation on the European Privacy Laws governing generative-AI models -- Evidence in Relation between Internet Censorship and the Ban of ChatGPT in Italy," Papers 2407.06495, arXiv.org.
    14. Alejandro Lopez-Lira & Yuehua Tang, 2023. "Can ChatGPT Forecast Stock Price Movements? Return Predictability and Large Language Models," Papers 2304.07619, arXiv.org, revised Sep 2024.
    15. Genz, Sabrina & Schnabel, Claus, 2021. "Digging into the digital divide: Workers' exposure to digitalization and its consequences for individual employment," Discussion Papers 118, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    16. Michael Coelli & Jeff Borland, 2019. "Behind the headline number: Why not to rely on Frey and Osborne’s predictions of potential job loss from automation," Melbourne Institute Working Paper Series wp2019n10, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    17. Montobbio, F. & Staccioli, J. & Virgillito, M.E. & Vivarelli, Marco, 2022. "The empirics of technology, employment and occupations," MERIT Working Papers 2022-037, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    18. Bernardo S. Buarque & Ronald B. Davies & Dieter Franz Kogler & Ryan M. Hynes, 2019. "OK Computer: The Creation and Integration of AI in Europe," Working Papers 201911, School of Economics, University College Dublin.
    19. Alexandra Tsvetkova & Rudiger Ahrend & Joaquim Oliveira Martins & Alexander C. Lembcke & Polina Knutsson & Dylan Jong & Nikolaos Terzidis, 2020. "The spatial dimension of productivity: Connecting the dots across industries, firms and places," OECD Regional Development Working Papers 2020/01, OECD Publishing.
    20. Josef Åström & Wiebke Reim & Vinit Parida, 2022. "Value creation and value capture for AI business model innovation: a three-phase process framework," Review of Managerial Science, Springer, vol. 16(7), pages 2111-2133, October.
    21. Linh Tu Ho & Christopher Gan & Shan Jin & Bryan Le, 2022. "Artificial Intelligence and Firm Performance: Does Machine Intelligence Shield Firms from Risks?," JRFM, MDPI, vol. 15(7), pages 1-20, July.
    22. Corrocher, Nicoletta & Moschella, Daniele & Staccioli, Jacopo & Vivarelli, Marco, 2023. "Innovation and the Labor Market: Theory, Evidence and Challenges," GLO Discussion Paper Series 1284, Global Labor Organization (GLO).
    23. Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, Institute of Labor Economics (IZA).
    24. Matej Belin, 2021. "Does Robots´Reach Exceed Their Grasp? Differential Impacts of Robot Adoption and Spillover Effects on Workers in the Czech Republic," CERGE-EI Working Papers wp688, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    25. Siliang Tong & Nan Jia & Xueming Luo & Zheng Fang, 2021. "The Janus face of artificial intelligence feedback: Deployment versus disclosure effects on employee performance," Strategic Management Journal, Wiley Blackwell, vol. 42(9), pages 1600-1631, September.
    26. Sagarika Mishra & Michael T. Ewing & Holly B. Cooper, 2022. "Artificial intelligence focus and firm performance," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1176-1197, November.
    27. Kreitmeir, David & Raschky, Paul Anton, 2023. "The Unintended Consequences of Censoring Digital Technology - Evidence from Italy's ChatGPT Ban," SocArXiv v3cgs, Center for Open Science.
    28. Bastani, Spencer & Karlsson, Kristina & Kolsrud, Jonas & Waldenström, Daniel, 2024. "The Capital Advantage: Comparing Returns to Ability in the Labor and Capital Markets," Working Papers in Economics and Statistics 1/2024, Linnaeus University, School of Business and Economics, Department of Economics and Statistics.
    29. Graetz, Georg, 2020. "Technological change and the Swedish labor market," Working Paper Series 2020:19, IFAU - Institute for Evaluation of Labour Market and Education Policy.
    30. Mohamed Ali Trabelsi, 2024. "The impact of artificial intelligence on economic development," Journal of Electronic Business & Digital Economics, Emerald Group Publishing Limited, vol. 3(2), pages 142-155, May.
    31. Xie, Mengmeng & Ding, Lin & Xia, Yan & Guo, Jianfeng & Pan, Jiaofeng & Wang, Huijuan, 2021. "Does artificial intelligence affect the pattern of skill demand? Evidence from Chinese manufacturing firms," Economic Modelling, Elsevier, vol. 96(C), pages 295-309.
    32. Mihaela Tulvinschi, 2023. "The Quality Of Services Promoted By The Accountancy Profession In The Age Of Digitalisation And Organisational Performance," European Journal of Accounting, Finance & Business, "Stefan cel Mare" University of Suceava, Romania - Faculty of Economics and Public Administration, West University of Timisoara, Romania - Faculty of Economics and Business Administration, vol. 11(1), pages 72-78, February.
    33. Qianqian Guo & Zhifang Su, 2023. "The Application of Industrial Robot and the High-Quality Development of Manufacturing Industry: From a Sustainability Perspective," Sustainability, MDPI, vol. 15(16), pages 1-26, August.
    34. Ekaterina Prytkova, 2021. "ICT's Wide Web: a System-Level Analysis of ICT's Industrial Diffusion with Algorithmic Links," Jena Economics Research Papers 2021-005, Friedrich-Schiller-University Jena.
    35. Chen, Chuanglian & Wang, Shudan & Yao, Shujie & Lin, Yuting, 2023. "Does digital transformation increase the labor income share? From a perspective of resources reallocation," Economic Modelling, Elsevier, vol. 128(C).
    36. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2022. "The Empirics of Technology, Employment and Occupations: Lessons Learned and Challenges Ahead," IZA Discussion Papers 15731, Institute of Labor Economics (IZA).
    37. Yang, Chih-Hai, 2022. "How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from Taiwan," Research Policy, Elsevier, vol. 51(6).
    38. Deepa, R. & Sekar, Srinivasan & Malik, Ashish & Kumar, Jitender & Attri, Rekha, 2024. "Impact of AI-focussed technologies on social and technical competencies for HR managers – A systematic review and research agenda," Technological Forecasting and Social Change, Elsevier, vol. 202(C).
    39. A. O. Aver’yanov & I. S. Stepus’ & V. A. Gurtov, 2023. "Forecast of Staffing Needs for the Artificial Intelligence Sector in Russia," Studies on Russian Economic Development, Springer, vol. 34(1), pages 86-95, February.
    40. Brea, Edgar, 2024. "The yin yang of AI: Exploring how commercial and non-commercial orientations shape machine learning innovation," Research Policy, Elsevier, vol. 53(6).
    41. Wang, Jiaxin & Zhao, Mu & Huang, Xiang & Song, Zilong & Sun, Di, 2024. "Supply chain diffusion mechanisms for AI applications: A perspective on audit pricing," International Review of Financial Analysis, Elsevier, vol. 93(C).
    42. Qian, Cheng & Zhu, Chun & Huang, Duen-Huang & Zhang, Shangfeng, 2023. "Examining the influence mechanism of artificial intelligence development on labor income share through numerical simulations," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    43. Ayoubi, Charles, 2020. "Machine learning in healthcare: Mirage or miracle for breaking the costs dead-lock?," Thesis Commons tc24d, Center for Open Science.
    44. Jean Roisse Rodrigues Ferreira, 2022. "Decision-Making under Risk: Conditions Affecting the Risk Preferences of Politicians in Digitalization," IJERPH, MDPI, vol. 19(5), pages 1-12, March.
    45. Sule Birim & Ipek Kazancoglu & Sachin Kumar Mangla & Aysun Kahraman & Yigit Kazancoglu, 2024. "The derived demand for advertising expenses and implications on sustainability: a comparative study using deep learning and traditional machine learning methods," Annals of Operations Research, Springer, vol. 339(1), pages 131-161, August.
    46. Lucrezia Fanti & Dario Guarascio & Massimo Moggi, 2022. "From Heron of Alexandria to Amazon’s Alexa: a stylized history of AI and its impact on business models, organization and work," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(3), pages 409-440, September.
    47. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
    48. Dandan Qiao & Huaxia Rui & Qian Xiong, 2023. "AI and Jobs: Has the Inflection Point Arrived? Evidence from an Online Labor Platform," Papers 2312.04180, arXiv.org, revised Aug 2024.
    49. Lyu, Wenjing & Liu, Jin, 2021. "Artificial Intelligence and emerging digital technologies in the energy sector," Applied Energy, Elsevier, vol. 303(C).
    50. Tania Babina & Anastassia Fedyk & Alex X. He & James Hodson, 2023. "Firm Investments in Artificial Intelligence Technologies and Changes in Workforce Composition," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    51. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2023. "Similarities and Differences in the Adoption of General Purpose Technologies," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    52. Pehr-Johan Norbäck & Lars Persson, 2024. "Why generative AI can make creative destruction more creative but less destructive," Small Business Economics, Springer, vol. 63(1), pages 349-377, June.
    53. Grimm, Felix, 2024. "Digital Technologies, Job Quality and Employer-provided Training," VfS Annual Conference 2024 (Berlin): Upcoming Labor Market Challenges 302402, Verein für Socialpolitik / German Economic Association.
    54. Arai Koki, 2024. "Law and Economics of Language Model Development: Empirical Examination of Corporate Strategies and Vaporware Claims," Asian Journal of Law and Economics, De Gruyter, vol. 15(1), pages 31-53, April.
    55. Daxing Chen & Helian Xu & Guangya Zhou, 2024. "Has Artificial Intelligence Promoted Manufacturing Servitization: Evidence from Chinese Enterprises," Sustainability, MDPI, vol. 16(6), pages 1-19, March.
    56. Marcel Ioan Bolos & Stefan Rusu & Claudia Diana Sabau-Popa & Dana Simona Gherai & Adrian Negrea & Mihai-Ioan Crisan, 2024. "AI Chatbots: Fast Tracking Sustainability Report Analysis for Enhanced Decision Making," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(Special 1), pages 1241-1241, November.
    57. Wang, En-Ze & Lee, Chien-Chiang & Li, Yaya, 2022. "Assessing the impact of industrial robots on manufacturing energy intensity in 38 countries," Energy Economics, Elsevier, vol. 105(C).
    58. Cao, Sean & Jiang, Wei & Wang, Junbo & Yang, Baozhong, 2024. "From Man vs. Machine to Man + Machine: The art and AI of stock analyses," Journal of Financial Economics, Elsevier, vol. 160(C).
    59. James Bono & Alec Xu, 2024. "Randomized Controlled Trials for Security Copilot for IT Administrators," Papers 2411.01067, arXiv.org, revised Nov 2024.
    60. Goel, Rajeev K. & Nelson, Michael A., 2023. "Awareness of artificial intelligence: Diffusion of information about AI versus ChatGPT in the United States," Kiel Working Papers 2259, Kiel Institute for the World Economy (IfW Kiel).
    61. Lili Yan Ing & Gene Grossman & David Christian, 2022. "Digital Transformation:‘Development for All’?," Chapters, in: Lili Yan Ing & Dani Rodrik (ed.), New Normal, New Technologies, New Financing, chapter 7, pages 75-88, Economic Research Institute for ASEAN and East Asia (ERIA).
    62. Jasmine Mondolo, 2022. "The composite link between technological change and employment: A survey of the literature," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 1027-1068, September.
    63. Janine Berg & Francis Green & Laura Nurski & David A Spencer, 2023. "Risks to job quality from digital technologies: Are industrial relations in Europe ready for the challenge?," European Journal of Industrial Relations, , vol. 29(4), pages 347-365, December.
    64. Emin Dinlersoz & Can Dogan & Nikolas Zolas, 2024. "Starting Up AI," Working Papers 24-09, Center for Economic Studies, U.S. Census Bureau.
    65. Anke Hassel & Didem Özkiziltan, 2023. "Governing the work-related risks of AI: implications for the German government and trade unions," Transfer: European Review of Labour and Research, , vol. 29(1), pages 71-86, February.
    66. Xin Du & Hengming Zhang & Yawen Han, 2022. "How Does New Infrastructure Investment Affect Economic Growth Quality? Empirical Evidence from China," Sustainability, MDPI, vol. 14(6), pages 1-30, March.
    67. Ekaterina Prytkova & Simone Vannuccini, 2020. "On the Basis of Brain: Neural-Network-Inspired Change in General Purpose Chips," SPRU Working Paper Series 2020-01, SPRU - Science Policy Research Unit, University of Sussex Business School.
    68. Urbani, Roberto & Ferreira, Caitlin & Lam, Joey, 2024. "Managerial framework for evaluating AI chatbot integration: Bridging organizational readiness and technological challenges," Business Horizons, Elsevier, vol. 67(5), pages 595-606.
    69. Violeta Sima & Ileana Georgiana Gheorghe & Jonel Subić & Dumitru Nancu, 2020. "Influences of the Industry 4.0 Revolution on the Human Capital Development and Consumer Behavior: A Systematic Review," Sustainability, MDPI, vol. 12(10), pages 1-28, May.
    70. Valeriu Ioan-Franc & Ioan I. Gaf-Deac, 2024. "Participation of Artificial Intelligence in Economic Growth in Romania," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 26(67), pages 944-944, August.
    71. DUCH BROWN Nestor & GOMEZ-HERRERA Estrella & MUELLER-LANGER Frank & TOLAN Songul, 2022. "Market Power and Artificial Intelligence Work on Online Labour Markets," JRC Working Papers on Digital Economy 2021-10, Joint Research Centre.
    72. Anastassia Fedyk & James Hodson & Natalya Khimich & Tatiana Fedyk, 2022. "Is artificial intelligence improving the audit process?," Review of Accounting Studies, Springer, vol. 27(3), pages 938-985, September.
    73. MORIKAWA Masayuki, 2024. "Use of Artificial Intelligence and Productivity: Evidence from firm and worker surveys," Discussion papers 24074, Research Institute of Economy, Trade and Industry (RIETI).
    74. Lee, Yong Suk & Kim, Taekyun & Choi, Sukwoong & Kim, Wonjoon, 2022. "When does AI pay off? AI-adoption intensity, complementary investments, and R&D strategy," Technovation, Elsevier, vol. 118(C).
    75. Erik Brynjolfsson & Xiang Hui & Meng Liu, 2018. "Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform," NBER Working Papers 24917, National Bureau of Economic Research, Inc.
    76. Jeff Borland & Michael Coelli, 2023. "The Australian labour market and IT-enabled technological change," Melbourne Institute Working Paper Series wp2023n01, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    77. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2024. "Is Artificial Intelligence Generating a New Paradigm? Evidence from the Emerging Phase," IZA Discussion Papers 17183, Institute of Labor Economics (IZA).
    78. Li, Minghuan & Jiang, Anxuan & Ma, Jianteng, 2023. "Digital transformation and income inequality within enterprises – Evidence from listed companies in China," Pacific-Basin Finance Journal, Elsevier, vol. 81(C).
    79. Simone Vannuccini & Ekaterina Prytkova, 2021. "Artificial Intelligence’s New Clothes? From General Purpose Technology to Large Technical System," SPRU Working Paper Series 2021-02, SPRU - Science Policy Research Unit, University of Sussex Business School.
    80. Zhang, Runze & Li, Zhijun & Xiao, Chunqu & You, Jiwang, 2023. "New engines of economic growth: How digital currencies lead the way to growth in the era of digital economy," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1597-1617.
    81. Stefan PRAHOVEANU & Violeta SIMA & Ileana Georgiana GHEORGHE, 2023. "Digitalization in Romania in the Context of Economic Changes," Economics and Applied Informatics, "Dunarea de Jos" University of Galati, Faculty of Economics and Business Administration, issue 3, pages 102-113.
    82. Wang, Li & Wu, Yuhan & Huang, Zeyu & Wang, Yanan, 2024. "Big data application and corporate investment decisions: Evidence from A-share listed companies in China," International Review of Financial Analysis, Elsevier, vol. 94(C).
    83. Mourelatos, Evangelos & Zervas, Panagiotis & Lagios, Dimitris & Tzimas, Giannis, 2024. "Can AI Bridge the Gender Gap in Competitiveness?," GLO Discussion Paper Series 1404, Global Labor Organization (GLO).
    84. MORIKAWA Masayuki, 2020. "Heterogeneous Relationships between Automation Technologies and Skilled Labor: Evidence from a Firm Survey," Discussion papers 20004, Research Institute of Economy, Trade and Industry (RIETI).

  9. Avi Goldfarb & Joshua Gans & Ajay Agrawal, 2018. "Economic Policy for Artificial Intelligence," Working Papers id:12798, eSocialSciences.

    Cited by:

    1. Cho, Jaehan & DeStefano, Timothy & Kim, Hanhin & Kim, Inchul & Paik, Jin Hyun, 2023. "What's driving the diffusion of next-generation digital technologies?," Technovation, Elsevier, vol. 119(C).
    2. Naude, Wim, 2019. "The race against the robots and the fallacy of the giant cheesecake: Immediate and imagined impacts of artificial intelligence," MERIT Working Papers 2019-005, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    3. Jérôme Dugast & Thierry Foucault, 2023. "Equilibrium Data Mining and Data Abundance," Post-Print hal-04390474, HAL.
    4. Zhang, Yun & Qu, Yuxuan, 2024. "Has the digital economy improved the consumption of poor and subsistence households?," China Economic Review, Elsevier, vol. 83(C).
    5. J. Klinger & J. Mateos-Garcia & K. Stathoulopoulos, 2018. "Deep learning, deep change? Mapping the development of the Artificial Intelligence General Purpose Technology," Papers 1808.06355, arXiv.org.
    6. Teppo Felin & Stuart Kauffman & Todd Zenger, 2023. "Resource origins and search," Strategic Management Journal, Wiley Blackwell, vol. 44(6), pages 1514-1533, June.
    7. Zhu, Jun & Zhang, Jingting & Feng, Yiqing, 2022. "Hard budget constraints and artificial intelligence technology," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    8. Gillian K. Hadfield & Jack Clark, 2023. "Regulatory Markets: The Future of AI Governance," Papers 2304.04914, arXiv.org, revised Apr 2023.
    9. Alessandra Colombelli & Elettra D’Amico & Emilio Paolucci, 2023. "When computer science is not enough: universities knowledge specializations behind artificial intelligence startups in Italy," The Journal of Technology Transfer, Springer, vol. 48(5), pages 1599-1627, October.
    10. Guarascio, Dario & Reljic, Jelena & Stöllinger, Roman, 2023. "Artificial Intelligence and Employment: A Look into the Crystal Ball," GLO Discussion Paper Series 1333, Global Labor Organization (GLO).
    11. Tobias Kollmann & Lucas Kleine-Stegemann & Katharina Cruppe & Christina Then-Bergh, 2022. "Eras of Digital Entrepreneurship," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 64(1), pages 15-31, February.
    12. Renato Lopes da Costa & Varun Gupta & Rui Gonçalves & Álvaro Dias & Leandro Pereira & Chetna Gupta, 2022. "Artificial Intelligence and Cognitive Computing in Companies in Portugal: An Outcome of Partial Least Squares—Structural Equations Modeling," Mathematics, MDPI, vol. 10(22), pages 1-24, November.
    13. Laura Abrardi & Carlo Cambini & Laura Rondi, 2022. "Artificial intelligence, firms and consumer behavior: A survey," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 969-991, September.
    14. Lena Bjørlo & Øystein Moen & Mark Pasquine, 2021. "The Role of Consumer Autonomy in Developing Sustainable AI: A Conceptual Framework," Sustainability, MDPI, vol. 13(4), pages 1-18, February.
    15. Jurgita Bruneckiene & Robertas Jucevicius & Ineta Zykiene & Jonas Rapsikevicius & Mantas Lukauskas, 2019. "Assessment of Investment Attractiveness in European Countries by Artificial Neural Networks: What Competences are Needed to Make a Decision on Collective Well-Being?," Sustainability, MDPI, vol. 11(24), pages 1-23, December.
    16. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023. "Artificial intelligence and firm-level productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
    17. Long, Vicky & Bjuggren, Per-Olof, 2022. "Working Paper No. 355: The artificial intelligence (AI) data access regime: what are the factors affecting the access and sharing of industrial AI data?," Ratio Working Papers 355, The Ratio Institute.
    18. Joop Adema & Yvonne Giesing & Julia Gorochovskij & Tanja Stitteneder, 2020. "Innovation – Global Trends and Regulation," ifo DICE Report, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, vol. 17(04), pages 45-54, January.
    19. Shuohua Shen & Hongchang Li & Mingzhen Li, 2023. "Transportation Infrastructure and Digital Economy—Evidence from Chinese Cities," Sustainability, MDPI, vol. 15(22), pages 1-24, November.
    20. Anabela Marques Santos & Francesco Molica & Carlos Torrecilla Salinas, 2024. "EU-funded investment in Artificial Intelligence and regional specialization," GEE Papers 181, Gabinete de Estratégia e Estudos, Ministério da Economia, revised Jul 2024.
    21. Fossen, Frank M. & Sorgner, Alina, 2022. "New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    22. Qian, Cheng & Zhu, Chun & Huang, Duen-Huang & Zhang, Shangfeng, 2023. "Examining the influence mechanism of artificial intelligence development on labor income share through numerical simulations," Technological Forecasting and Social Change, Elsevier, vol. 188(C).
    23. David Klenert & Enrique Fernandez-Macias & Jose-Ignacio Anton, 2020. "Do robots really destroy jobs? Evidence from Europe," JRC Working Papers on Labour, Education and Technology 2020-01, Joint Research Centre.
    24. Jean Roisse Rodrigues Ferreira, 2022. "Decision-Making under Risk: Conditions Affecting the Risk Preferences of Politicians in Digitalization," IJERPH, MDPI, vol. 19(5), pages 1-12, March.
    25. Yingying Lu & Yixiao Zhou, 2021. "A review on the economics of artificial intelligence," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1045-1072, September.
    26. Wang, Hua & Liao, Lingtao & Wu, Ji (George), 2023. "Robot adoption and firm's capacity utilization: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 82(C).
    27. Avi Goldfarb & Joshua Gans & Ajay Agrawal, 2018. "Economic Policy for Artificial Intelligence," Working Papers id:12798, eSocialSciences.
    28. Cebreros Alfonso & Heffner-Rodríguez Aldo & Livas René & Puggioni Daniela, 2020. "Automation Technologies and Employment at Risk: The Case of Mexico," Working Papers 2020-04, Banco de México.
    29. Caleb Peppiatt, 2024. "The Future of Work: Inequality, Artificial Intelligence, and What Can Be Done About It. A Literature Review," Papers 2408.13300, arXiv.org.
    30. Elizabeth Fisher & Michael A. Flynn & Preethi Pratap & Jay A. Vietas, 2023. "Occupational Safety and Health Equity Impacts of Artificial Intelligence: A Scoping Review," IJERPH, MDPI, vol. 20(13), pages 1-28, June.
    31. Selale Tuzel & Miao Ben Zhang, 2021. "Economic Stimulus at the Expense of Routine‐Task Jobs," Journal of Finance, American Finance Association, vol. 76(6), pages 3347-3399, December.
    32. Xueyuan Gao & Hua Feng, 2023. "AI-Driven Productivity Gains: Artificial Intelligence and Firm Productivity," Sustainability, MDPI, vol. 15(11), pages 1-21, June.
    33. Peiyi Jia & Ciprian Stan, 2021. "Artificial Intelligence Factory, Data Risk, and VCs’ Mediation: The Case of ByteDance, an AI-Powered Startup," JRFM, MDPI, vol. 14(5), pages 1-19, May.
    34. Gries, Thomas & Naudé, Wim, 2020. "Artificial Intelligence, Income Distribution and Economic Growth," IZA Discussion Papers 13606, Institute of Labor Economics (IZA).
    35. Daojun Li & Haiqin Wang & Juan Wang, 2024. "Artificial Intelligence and Technological Innovation: Evidence from China’s Strategic Emerging Industries," Sustainability, MDPI, vol. 16(16), pages 1-24, August.
    36. David Mayer-Foulkes, 2018. "Efficient Urbanization for Mexican Development," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 10(10), pages 1-1, October.
    37. Cordasco, Carlo & Gherhes, Cristian & Brooks, Chay & Vorley, Tim, 2021. "An institutional taxonomy of adoption of innovation in the classic professions," Technovation, Elsevier, vol. 107(C).
    38. Lenz, Fulko, 2020. "Plattformökonomie – zwischen Abwehr und Wunschdenken," Zeitthemen 03, Stiftung Marktwirtschaft / The Market Economy Foundation, Berlin.
    39. Nguyen, Quoc Phu & Vo, Duc Hong, 2022. "Artificial intelligence and unemployment:An international evidence," Structural Change and Economic Dynamics, Elsevier, vol. 63(C), pages 40-55.
    40. Qin Chen & Jinfeng Ge & Huaqing Xie & Xingcheng Xu & Yanqing Yang, 2023. "Large Language Models at Work in China's Labor Market," Papers 2308.08776, arXiv.org.
    41. Gherhes, Cristian & Yu, Zhen & Vorley, Tim & Xue, Lan, 2023. "Technological trajectories as an outcome of the structure-agency interplay at the national level: Insights from emerging varieties of AI," World Development, Elsevier, vol. 168(C).
    42. Nils Grashof & Alexander Kopka, 2023. "Widening or closing the gap? The relationship between artificial intelligence, firm-level productivity and regional clusters," Bremen Papers on Economics & Innovation 2304, University of Bremen, Faculty of Business Studies and Economics.
    43. Dietlmeier, Simon Frederic, 2024. "Industrial Policy for Emerging Technologies: The Case of Narrow AI and the Manufacturing Value Chain as Blueprint for the Industrial Metaverse," MPRA Paper 121183, University Library of Munich, Germany.
    44. Balmer, Roberto E. & Levin, Stanford L. & Schmidt, Stephen, 2020. "Artificial Intelligence Applications in Telecommunications and other network industries," Telecommunications Policy, Elsevier, vol. 44(6).
    45. DUCH BROWN Nestor & GOMEZ-HERRERA Estrella & MUELLER-LANGER Frank & TOLAN Songul, 2022. "Market Power and Artificial Intelligence Work on Online Labour Markets," JRC Working Papers on Digital Economy 2021-10, Joint Research Centre.
    46. Walton, Nigel & Nayak, Bhabani Shankar, 2021. "Rethinking of Marxist perspectives on big data, artificial intelligence (AI) and capitalist economic development," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    47. Juan J. Lull & Roberto Cervelló-Royo & José Luis Galdón, 2024. "Crossroads between Big Data and entrepreneurship: current key trends," International Entrepreneurship and Management Journal, Springer, vol. 20(4), pages 2763-2790, December.
    48. Zhai, Shaoxuan & Liu, Zhenpeng, 2023. "Artificial intelligence technology innovation and firm productivity: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PB).
    49. Libai, Barak & Bart, Yakov & Gensler, Sonja & Hofacker, Charles F. & Kaplan, Andreas & Kötterheinrich, Kim & Kroll, Eike Benjamin, 2020. "Brave New World? On AI and the Management of Customer Relationships," Journal of Interactive Marketing, Elsevier, vol. 51(C), pages 44-56.
    50. Alessandro Sterlacchini, 2022. "AI Patenting and Employment: Evidence from the World's Top R&D Investors," Working Papers 462, Universita' Politecnica delle Marche (I), Dipartimento di Scienze Economiche e Sociali.
    51. Saheb, Tahereh & Saheb, Tayebeh, 2023. "Topical review of artificial intelligence national policies: A mixed method analysis," Technology in Society, Elsevier, vol. 74(C).
    52. Luis Moreno-Izquierdo & Adrián Más-Ferrando & Marta Suárez-Tostado & Ana B. Ramón-Rodríguez, 2022. "Reinvención del turismo en clave de inteligencia artificial. Buscando un modelo sostenible y competitivo para el siglo XXI," Fedea Economy Notes 2022-19, FEDEA.
    53. Nguyen Van Phuoc, 2022. "The Critical Factors Impacting Artificial Intelligence Applications Adoption in Vietnam: A Structural Equation Modeling Analysis," Economies, MDPI, vol. 10(6), pages 1-16, June.
    54. Alexander Kopka & Dirk Fornahl, 2024. "Artificial intelligence and firm growth — catch-up processes of SMEs through integrating AI into their knowledge bases," Small Business Economics, Springer, vol. 62(1), pages 63-85, January.
    55. Denicolai, Stefano & Zucchella, Antonella & Magnani, Giovanna, 2021. "Internationalization, digitalization, and sustainability: Are SMEs ready? A survey on synergies and substituting effects among growth paths," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    56. Ehsan Valavi & Joel Hestness & Newsha Ardalani & Marco Iansiti, 2022. "Time and the Value of Data," Papers 2203.09118, arXiv.org.
    57. Martin Obschonka & David B. Audretsch, 2020. "Artificial intelligence and big data in entrepreneurship: a new era has begun," Small Business Economics, Springer, vol. 55(3), pages 529-539, October.
    58. George Amoako & Paul Omari & Desmond K. Kumi & George Cudjoe Agbemabiase & George Asamoah, 2021. "Conceptual Framework—Artificial Intelligence and Better Entrepreneurial Decision-Making: The Influence of Customer Preference, Industry Benchmark, and Employee Involvement in an Emerging Market," JRFM, MDPI, vol. 14(12), pages 1-20, December.
    59. Jesús M Artero & Cristina Borra & Rosario Gómez-Alvarez, 2020. "Education, inequality and use of digital collaborative platforms: The European case," The Economic and Labour Relations Review, , vol. 31(3), pages 364-382, September.
    60. Vasiliki Koniakou, 2023. "From the “rush to ethics” to the “race for governance” in Artificial Intelligence," Information Systems Frontiers, Springer, vol. 25(1), pages 71-102, February.

  10. Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2018. "Prediction, Judgment and Complexity: A Theory of Decision Making and Artificial Intelligence," NBER Working Papers 24243, National Bureau of Economic Research, Inc.

    Cited by:

    1. Pham, Phuoc & Zhang, Huilan & Gao, Wenlian & Zhu, Xiaowei, 2024. "Determinants and performance outcomes of artificial intelligence adoption: Evidence from U.S. Hospitals," Journal of Business Research, Elsevier, vol. 172(C).
    2. Zhang, Aili & Zhu, Han & Sun, Xinyu, 2024. "Manufacturing intelligentization and technological innovation: Perspectives on intra-industry impacts and inter-industry technology spillovers," Technological Forecasting and Social Change, Elsevier, vol. 204(C).
    3. Eric J. Bartelsman, 2019. "From New Technology to Productivity," European Economy - Discussion Papers 113, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    4. Agrawal, Ajay & Gans, Joshua S. & Goldfarb, Avi, 2024. "Prediction machines, insurance, and protection: An alternative perspective on AI’s role in production," Journal of the Japanese and International Economies, Elsevier, vol. 72(C).
    5. M. Kate Bundorf & Maria Polyakova, 2023. "Comment on Chapters 1 and 3: Artificial Intelligence and Decision Making in Health Care: Prediction or Preferences?," NBER Chapters, in: The Economics of Artificial Intelligence: Health Care Challenges, pages 144-147, National Bureau of Economic Research, Inc.
    6. Tamer Boyaci, & Caner Canyakmaz, & Francis de Véricourt,, 2020. "Human and machine: The impact of machine input on decision-making under cognitive limitations," ESMT Research Working Papers ESMT-20-02, ESMT European School of Management and Technology.
    7. Xueyuan Gao & Hua Feng, 2023. "AI-Driven Productivity Gains: Artificial Intelligence and Firm Productivity," Sustainability, MDPI, vol. 15(11), pages 1-21, June.
    8. Francisco Castro & Jian Gao & S'ebastien Martin, 2023. "Human-AI Interactions and Societal Pitfalls," Papers 2309.10448, arXiv.org, revised Oct 2023.
    9. Liu, Jun & Chang, Huihong & Forrest, Jeffrey Yi-Lin & Yang, Baohua, 2020. "Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    10. Zhang, Runze & Li, Zhijun & Xiao, Chunqu & You, Jiwang, 2023. "New engines of economic growth: How digital currencies lead the way to growth in the era of digital economy," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 1597-1617.
    11. Ajay Agrawal & John McHale & Alex Oettl, 2018. "Finding Needles in Haystacks: Artificial Intelligence and Recombinant Growth," NBER Working Papers 24541, National Bureau of Economic Research, Inc.

  11. Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2018. "Exploring the Impact of Artificial Intelligence: Prediction versus Judgment," NBER Working Papers 24626, National Bureau of Economic Research, Inc.

    Cited by:

    1. Haefner, Naomi & Wincent, Joakim & Parida, Vinit & Gassmann, Oliver, 2021. "Artificial intelligence and innovation management: A review, framework, and research agenda✰," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    2. Joshua S. Gans, 2023. "Artificial intelligence adoption in a competitive market," Economica, London School of Economics and Political Science, vol. 90(358), pages 690-705, April.
    3. Dominic Chalmers & Niall G. MacKenzie & Sara Carter, 2021. "Artificial Intelligence and Entrepreneurship: Implications for Venture Creation in the Fourth Industrial Revolution," Entrepreneurship Theory and Practice, , vol. 45(5), pages 1028-1053, September.
    4. Anna Trunk & Hendrik Birkel & Evi Hartmann, 2020. "On the current state of combining human and artificial intelligence for strategic organizational decision making," Business Research, Springer;German Academic Association for Business Research, vol. 13(3), pages 875-919, November.
    5. Athey, Susan & Bryan, Kevin & Gans, Joshua S., 2020. "The Allocation of Decision Authority to Human and Artificial Intelligence," Research Papers 3856, Stanford University, Graduate School of Business.
    6. Rathi, Sawan & Majumdar, Adrija & Chatterjee, Chirantan, 2024. "Did the COVID-19 pandemic propel usage of AI in pharmaceutical innovation? New evidence from patenting data," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    7. Agrawal, Ajay & Gans, Joshua S. & Goldfarb, Avi, 2024. "Prediction machines, insurance, and protection: An alternative perspective on AI’s role in production," Journal of the Japanese and International Economies, Elsevier, vol. 72(C).
    8. Zhong, Wenli & Liu, Yang & Dong, Kangyin & Ni, Guohua, 2024. "Assessing the synergistic effects of artificial intelligence on pollutant and carbon emission mitigation in China," Energy Economics, Elsevier, vol. 138(C).
    9. Bauer, Kevin & Pfeuffer, Nicolas & Abdel-Karim, Benjamin M. & Hinz, Oliver & Kosfeld, Michael, 2020. "The terminator of social welfare? The economic consequences of algorithmic discrimination," SAFE Working Paper Series 287, Leibniz Institute for Financial Research SAFE.
    10. Albrecht, Tobias & Rausch, Theresa Maria & Derra, Nicholas Daniel, 2021. "Call me maybe: Methods and practical implementation of artificial intelligence in call center arrivals’ forecasting," Journal of Business Research, Elsevier, vol. 123(C), pages 267-278.
    11. Daisuke Adachi & Daiji Kawaguchi & Yukiko U. Saito, 2024. "Robots and Employment: Evidence from Japan, 1978–2017," Journal of Labor Economics, University of Chicago Press, vol. 42(2), pages 591-634.
    12. Roberts, Deborah L. & Candi, Marina, 2024. "Artificial intelligence and innovation management: Charting the evolving landscape," Technovation, Elsevier, vol. 136(C).
    13. Bauer, Kevin & von Zahn, Moritz & Hinz, Oliver, 2023. "Please take over: XAI, delegation of authority, and domain knowledge," SAFE Working Paper Series 394, Leibniz Institute for Financial Research SAFE.
    14. Berk Kaan Kuguoglu & Haiko van der Voort & Marijn Janssen, 2021. "The Giant Leap for Smart Cities: Scaling Up Smart City Artificial Intelligence of Things (AIoT) Initiatives," Sustainability, MDPI, vol. 13(21), pages 1-16, November.
    15. Pehr-Johan Norbäck & Lars Persson, 2024. "Why generative AI can make creative destruction more creative but less destructive," Small Business Economics, Springer, vol. 63(1), pages 349-377, June.
    16. Zhao, Qian & Wang, Lu & Stan, Sebastian-Emanuel & Mirza, Nawazish, 2024. "Can artificial intelligence help accelerate the transition to renewable energy?," Energy Economics, Elsevier, vol. 134(C).
    17. Erdem Dogukan Yilmaz & Christian Peukert, 2024. "Who Benefits from AI? Project-Level Evidence on Labor Demand, Operations and Profitability," CESifo Working Paper Series 11321, CESifo.
    18. Holmström, Jonny, 2022. "From AI to digital transformation: The AI readiness framework," Business Horizons, Elsevier, vol. 65(3), pages 329-339.
    19. Keding, Christoph & Meissner, Philip, 2021. "Managerial overreliance on AI-augmented decision-making processes: How the use of AI-based advisory systems shapes choice behavior in R&D investment decisions," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    20. Li, Munan & Wang, Wenshu & Zhou, Keyu, 2021. "Exploring the technology emergence related to artificial intelligence: A perspective of coupling analyses," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    21. Bertrand Chopard & Olivier Musy, 2024. "Optimal Liability Rules for Combined Human-AI Health Care Decisions," Working Papers AFED 24-04, Association Francaise d'Economie du Droit (AFED).
    22. Bauer, Kevin & Nofer, Michael & Abdel-Karim, Benjamin M. & Hinz, Oliver, 2022. "The effects of discontinuing machine learning decision support," SAFE Working Paper Series 370, Leibniz Institute for Financial Research SAFE.
    23. Johnson, Prince Chacko & Laurell, Christofer & Ots, Mart & Sandström, Christian, 2022. "Digital innovation and the effects of artificial intelligence on firms’ research and development – Automation or augmentation, exploration or exploitation?," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    24. Füller, Johann & Hutter, Katja & Wahl, Julian & Bilgram, Volker & Tekic, Zeljko, 2022. "How AI revolutionizes innovation management – Perceptions and implementation preferences of AI-based innovators," Technological Forecasting and Social Change, Elsevier, vol. 178(C).
    25. Sendhil Mullainathan & Ziad Obermeyer, 2023. "Diagnosing Physician Error: A Machine Learning Approach to Low-Value Health Care," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(2), pages 679-727.
    26. Anderton, Robert & Jarvis, Valerie & Labhard, Vincent & Morgan, Julian & Petroulakis, Filippos & Vivian, Lara, 2020. "Virtually everywhere? Digitalisation and the euro area and EU economies," Occasional Paper Series 244, European Central Bank.
    27. Michael Allan Ribers & Hannes Ullrich, 2023. "Machine learning and physician prescribing: a path to reduced antibiotic use," Berlin School of Economics Discussion Papers 0019, Berlin School of Economics.
    28. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    29. Erik Brynjolfsson & Xiang Hui & Meng Liu, 2018. "Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform," NBER Working Papers 24917, National Bureau of Economic Research, Inc.
    30. Vincent, Vinod U., 2021. "Integrating intuition and artificial intelligence in organizational decision-making," Business Horizons, Elsevier, vol. 64(4), pages 425-438.
    31. Joshua S. Gans, 2023. "Artificial intelligence adoption in a monopoly market," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 44(2), pages 1098-1106, March.
    32. Zou, Jing & Deng, Xiaojun, 2022. "To inhibit or to promote: How does the digital economy affect urban migrant integration in China?," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    33. Sara Pourmorshed & Susanne Durst, 2022. "The Usefulness of the Digitalization Integration Framework for Developing Digital Supply Chains in SMEs," Sustainability, MDPI, vol. 14(21), pages 1-17, November.
    34. Marie Obidzinski & Yves Oytana, 2022. "Prediction, human decision and liability rules, CRED Working paper No 2022-06," Working Papers hal-04034871, HAL.
    35. Zou, Jing & Deng, Xiaojun, 2022. "Housing tenure choice and socio-economic integration of migrants in rising cities of China," China Economic Review, Elsevier, vol. 74(C).

  12. Avi Goldfarb & Daniel Trefler, 2018. "AI and International Trade," NBER Working Papers 24254, National Bureau of Economic Research, Inc.

    Cited by:

    1. J. Klinger & J. Mateos-Garcia & K. Stathoulopoulos, 2018. "Deep learning, deep change? Mapping the development of the Artificial Intelligence General Purpose Technology," Papers 1808.06355, arXiv.org.
    2. Kariem Soliman, 2021. "Are Industrial Robots a new GPT? A Panel Study of Nine European Countries with Capital and Quality-adjusted Industrial Robots as Drivers of Labour Productivity Growth," EIIW Discussion paper disbei307, Universitätsbibliothek Wuppertal, University Library.
    3. Manav Raj & Robert Seamans, 2019. "Primer on artificial intelligence and robotics," Journal of Organization Design, Springer;Organizational Design Community, vol. 8(1), pages 1-14, December.
    4. Weiming Zhang & Jiachao Peng & Lian Zhang, 2023. "Disruptive Displacement: The Impacts of Industrial Robots on the Energy Industry’s International Division of Labor from a Technological Complexity View," Energies, MDPI, vol. 16(8), pages 1-19, April.
    5. Verstappen, Ksenia, 2018. "Economics of big data: review of best papers for January 2018," MPRA Paper 85520, University Library of Munich, Germany.
    6. Bernardo S. Buarque & Ronald B. Davies & Dieter Franz Kogler & Ryan M. Hynes, 2019. "OK Computer: The Creation and Integration of AI in Europe," Working Papers 201911, School of Economics, University College Dublin.
    7. Martina Francesca Ferracane & Janez Kren & Erik van der Marel, 2020. "Do data policy restrictions impact the productivity performance of firms and industries?," Review of International Economics, Wiley Blackwell, vol. 28(3), pages 676-722, August.
    8. Yang, Chih-Hai, 2022. "How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from Taiwan," Research Policy, Elsevier, vol. 51(6).
    9. Robert Wolfe, 2018. "Learning about digital trade: Privacy and e-commerce in CETA and TPP," RSCAS Working Papers 2018/27, European University Institute.
    10. Jun Liu & Yu Qian & Yuanjun Yang & Zhidan Yang, 2022. "Can Artificial Intelligence Improve the Energy Efficiency of Manufacturing Companies? Evidence from China," IJERPH, MDPI, vol. 19(4), pages 1-18, February.
    11. Wagner, Dirk Nicolas, 2020. "The nature of the Artificially Intelligent Firm - An economic investigation into changes that AI brings to the firm," Telecommunications Policy, Elsevier, vol. 44(6).
    12. Noman Arshed & Kamran Hameed & Asma Saher, 2022. "An Empirical Analysis of Supply Chain Competitiveness and Cleaner Production," SAGE Open, , vol. 12(4), pages 21582440221, October.
    13. Leka, Enxhi, 2022. "What Should Economists Know About the Cloud? A Literature Review on Digital Economics," 31st European Regional ITS Conference, Gothenburg 2022: Reining in Digital Platforms? Challenging monopolies, promoting competition and developing regulatory regimes 265651, International Telecommunications Society (ITS).
    14. Joel Klinger & Juan Mateos-Garcia & Konstantinos Stathoulopoulos, 2021. "Deep learning, deep change? Mapping the evolution and geography of a general purpose technology," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(7), pages 5589-5621, July.
    15. Liu, Jun & Chang, Huihong & Forrest, Jeffrey Yi-Lin & Yang, Baohua, 2020. "Influence of artificial intelligence on technological innovation: Evidence from the panel data of china's manufacturing sectors," Technological Forecasting and Social Change, Elsevier, vol. 158(C).
    16. World Bank, 2021. "Harnessing Artificial Intelligence for Development on the Post-COVID-19 Era," World Bank Publications - Reports 35619, The World Bank Group.
    17. Ozgun, Burcu & Broekel, Tom, 2021. "The geography of innovation and technology news - An empirical study of the German news media," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    18. Erik Brynjolfsson & Xiang Hui & Meng Liu, 2018. "Does Machine Translation Affect International Trade? Evidence from a Large Digital Platform," NBER Working Papers 24917, National Bureau of Economic Research, Inc.
    19. Dirk Nicolas Wagner, 2020. "Economic patterns in a world with artificial intelligence," Evolutionary and Institutional Economics Review, Springer, vol. 17(1), pages 111-131, January.
    20. Erik Marel & Martina Francesca Ferracane, 2021. "Do data policy restrictions inhibit trade in services?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(4), pages 727-776, November.
    21. Wei Cui & Nigar Hashimzade, 2019. "The Digital Services Tax as a Tax on Location-Specific Rent," CESifo Working Paper Series 7737, CESifo.

  13. Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2018. "Human Judgment and AI Pricing," NBER Working Papers 24284, National Bureau of Economic Research, Inc.

    Cited by:

    1. Agrawal, Ajay & Gans, Joshua S. & Goldfarb, Avi, 2019. "Exploring the impact of artificial Intelligence: Prediction versus judgment," Information Economics and Policy, Elsevier, vol. 47(C), pages 1-6.
    2. Marie Obidzinski & Yves Oytana, 2022. "Advisory algorithms and liability rules," Working Papers 2022-04, CRESE.

  14. Avi Goldfarb & Catherine Tucker, 2017. "Digital Economics," NBER Working Papers 23684, National Bureau of Economic Research, Inc.

    Cited by:

    1. Joël Cariolle & Maëlan Le Goff, 2021. "Spatial internet spillovers in manufacturing," Working Papers hal-03201735, HAL.
    2. J.W.A.M. Steegmans & Jonathan de Bruin, 2019. "Online housing search and gravity models," Working Papers 19-17, Utrecht School of Economics.
    3. Bhuller, Manudeep & Kostøl, Andreas Ravndal & Vigtel, Trond Christian, 2020. "How Broadband Internet Affects Labor Market Matching," IZA Discussion Papers 12895, Institute of Labor Economics (IZA).
    4. Chen, Yongmin, 2020. "Improving market performance in the digital economy," China Economic Review, Elsevier, vol. 62(C).
    5. Goldin, Ian & Koutroumpis, Pantelis & Lafond, François & Winkler, Julian, 2020. "Why is productivity slowing down?," MPRA Paper 99172, University Library of Munich, Germany.
    6. Andreas Irmen, 2021. "Automation, Growth, and Factor Shares in the Era of Population Aging," CESifo Working Paper Series 9193, CESifo.
    7. Dominic Chalmers & Niall G. MacKenzie & Sara Carter, 2021. "Artificial Intelligence and Entrepreneurship: Implications for Venture Creation in the Fourth Industrial Revolution," Entrepreneurship Theory and Practice, , vol. 45(5), pages 1028-1053, September.
    8. Jian Pei, 2020. "A Survey on Data Pricing: from Economics to Data Science," Papers 2009.04462, arXiv.org, revised Nov 2020.
    9. Luo, Jigang & Wang, Zhen & Wu, Maohua, 2021. "Effect of place-based policies on the digital economy: Evidence from the Smart City Program in China," Journal of Asian Economics, Elsevier, vol. 77(C).
    10. Xuwen Gao & Xinjie Shi & Hongdong Guo & Yehong Liu, 2020. "To buy or not buy food online: The impact of the COVID-19 epidemic on the adoption of e-commerce in China," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-14, August.
    11. Knox, George & Datta, Hannes, 2020. "Streaming Services and the Homogenization of Music Consumption," Other publications TiSEM 0e4d6202-dcc5-4834-ba93-a, Tilburg University, School of Economics and Management.
    12. Koski, Heli & Pantzar, Mika, 2019. "Data Markets in Making: The Role of Technology Giants," ETLA Working Papers 72, The Research Institute of the Finnish Economy.
    13. Qin, Fei & Mickiewicz, Tomasz & Estrin, Saul, 2022. "Homophily and peer influence in early-stage new venture informal investment," LSE Research Online Documents on Economics 110890, London School of Economics and Political Science, LSE Library.
    14. Jullien, Bruno & Pavan, Alessandro & Rysman, Marc, 2021. "Two-sided Markets, Pricing, and Network Effects," TSE Working Papers 21-1238, Toulouse School of Economics (TSE).
    15. Romain Biard & Marc Deschamps, 2020. "Quel impact pour les taxis si la loi supprimait toute différence règlementaire entre taxis et VTC ?," Working Papers 2020-03, CRESE.
    16. Lederman,Daniel & Zouaidi,Marwane, 2020. "Incidence of the Digital Economy and Frictional Unemployment : International Evidence," Policy Research Working Paper Series 9170, The World Bank.
    17. Ed Saiedi & Anders Broström & Felipe Ruiz, 2021. "Global drivers of cryptocurrency infrastructure adoption," Small Business Economics, Springer, vol. 57(1), pages 353-406, June.
    18. Joël Cariolle & Florian Léon, 2022. "How internet helped firms cope with COVID-19 [Comment internet a aidé les entreprises à faire face à la Covid-19]," Post-Print hal-03606071, HAL.
    19. Richard Fabling & Arthur Grimes, 2019. "Ultra-fast broadband, skill complementarities, gender and wages," Working Papers 19_23, Motu Economic and Public Policy Research.
    20. S Nageeb Ali & Greg Lewis & Shoshana Vasserman, 2023. "Voluntary Disclosure and Personalized Pricing," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 90(2), pages 538-571.
    21. Gaigné, Carl & Thisse, Jacques-François, 2013. "New Economic Geography and the City," Working Papers 207859, Institut National de la recherche Agronomique (INRA), Departement Sciences Sociales, Agriculture et Alimentation, Espace et Environnement (SAE2).
    22. Frolov, Daniil, 2019. "From transaction costs to transaction value: Overcoming the Coase-Williamson paradigm," MPRA Paper 95959, University Library of Munich, Germany.
    23. Shiyi Chen & Wanlin Liu & Hong Song & Qing Zhang, 2024. "Government‐led e‐commerce expansion project and rural household income: Evidence and mechanisms," Economic Inquiry, Western Economic Association International, vol. 62(1), pages 150-174, January.
    24. Maya Haran Rosen & Orly Sade, 2021. "The Disparate Effect of Nudges on Minority Groups," Bank of Israel Working Papers 2021.21, Bank of Israel.
    25. Damásio, Bruno & Mendonça, Sandro & Silva, Eduardo, 2023. "Developing science and technology – the role of Big Tech," 32nd European Regional ITS Conference, Madrid 2023: Realising the digital decade in the European Union – Easier said than done? 277951, International Telecommunications Society (ITS).
    26. Shrihari Sridhar & Eric Fang, 2019. "New vistas for marketing strategy: digital, data-rich, and developing market (D3) environments," Journal of the Academy of Marketing Science, Springer, vol. 47(6), pages 977-985, November.
    27. Zhijun Chen & Chongwoo Choe & Jiajia Cong & Noriaki Matsushima, 2021. "Data-driven mergers and personalization," ISER Discussion Paper 1108r, Institute of Social and Economic Research, Osaka University, revised Aug 2021.
    28. Simon Dato & Andreas Grunewald & Matthias Kräkel, 2021. "Worker visibility and firms' retention policies," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 30(1), pages 168-202, February.
    29. Acs, Zoltan & Lafuente, Esteban & Szerb, László, 2022. "A note on the configuration of the digital ecosystem in Latin America," TEC Empresarial, School of Business, Costa Rica Institute of Technology (ITCR), vol. 16(1), pages 1-19.
    30. Anna Kerkhof & Johannes Münster, 2021. "Detecting Coverage Bias in User-Generated Content," CESifo Working Paper Series 8844, CESifo.
    31. Tanel Hirv, 2022. "The interplay of the size of the research system, ways of collaboration, level, and method of funding in determining bibliometric outputs," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(3), pages 1295-1316, March.
    32. Anna Kerkhof, 2020. "Advertising and Content Differentiation: Evidence from YouTube," CESifo Working Paper Series 8697, CESifo.
    33. Joël Cariolle & David A Carroll, 2020. "Digital Technologies for Small and Medium Enterprises and job creation in Sub-Saharan Africa," Working Papers hal-03004583, HAL.
    34. Joël Cariolle, 2021. "International connectivity and the digital divide in Sub-Saharan Africa," Post-Print hal-04217762, HAL.
    35. Yasushi Masuda & Seungjin Whang, 2021. "Digitization and profitability," Information Systems and e-Business Management, Springer, vol. 19(2), pages 389-403, June.
    36. Long Chen & Yadong Huang & Shumiao Ouyang & Wei Xiong, 2021. "The Data Privacy Paradox and Digital Demand," Working Papers 2021-47, Princeton University. Economics Department..
    37. Anil Rupasingha & John Pender & Ryan Williams, 2024. "Broadband and rural development: Impacts of the U.S. Department of Agriculture Broadband Initiatives Program on saving and creating jobs," Economic Inquiry, Western Economic Association International, vol. 62(2), pages 698-721, April.
    38. Estrin, Saul & Khavul, Susanna & Wright, Mike, 2022. "Soft and hard information in equity crowdfunding: network effects in the digitalization of entrepreneurial finance," LSE Research Online Documents on Economics 109808, London School of Economics and Political Science, LSE Library.
    39. Naudé, Wim & Liebregts, Werner, 2020. "Digital Entrepreneurship Research: A Concise Introduction," IZA Discussion Papers 13667, Institute of Labor Economics (IZA).
    40. Emmanuel LORENZON, 2020. "Zero Rating, Content Quality and Network Capacity," Bordeaux Economics Working Papers 2020-21, Bordeaux School of Economics (BSE).
    41. Adam Seth Litwin & Sherry M. Tanious, 2021. "Information Technology, Business Strategy and the Reassignment of Work from In‐House Employees to Agency Temps," British Journal of Industrial Relations, London School of Economics, vol. 59(3), pages 816-847, September.
    42. Joan Calzada & Nestor Duch-Brown & Ricard Gil, 2021. "Do search engines increase concentration in media markets?," UB School of Economics Working Papers 2021/415, University of Barcelona School of Economics.
    43. Loertscher, Simon & Marx, Leslie M., 2020. "Digital monopolies: Privacy protection or price regulation?," International Journal of Industrial Organization, Elsevier, vol. 71(C).
    44. Zoltan J. Acs & Abraham K. Song & László Szerb & David B. Audretsch & Éva Komlósi, 2021. "The evolution of the global digital platform economy: 1971–2021," Small Business Economics, Springer, vol. 57(4), pages 1629-1659, December.
    45. Bruno S. Frey, 2017. "Digitization, Measurement and the Unmeasurable," CESifo Working Paper Series 6783, CESifo.
    46. Bleier, Alexander & Goldfarb, Avi & Tucker, Catherine, 2020. "Consumer privacy and the future of data-based innovation and marketing," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 466-480.
    47. Joep Steegmans & Jonathan de Bruin, 2021. "Online housing search: A gravity model approach," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-31, March.
    48. Richard Pomfret, 2020. "Global Production Networks, New Trade Technologies and the Challenge for International Institutions," Foreign Trade Review, , vol. 55(1), pages 21-41, February.
    49. Tobias Widmer & Paul Karaenke & Vijayan Sugumaran, 2021. "Two‐sided service markets: Effects of quality differentiation on market efficiency," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 42(3), pages 588-604, April.
    50. Xintong Han & Pu Zhao, 2019. "Pay for Content or Pay for Marketing? An Empirical Study on Content Pricing," Working Papers 19-03, NET Institute.
    51. Teruel Carrizosa, Mercedes & Coad, Alexander & Domnick, Clemens & Flachenecker, Florian & Harasztosi, Péter & Janiri, Mario Lorenzo & Pál, Rozália, 2021. "The birth of new high growth enterprises: Internationalisation through new digital technologies," EIB Working Papers 2021/02, European Investment Bank (EIB).
    52. Anna Kerkhof & Johannes Münster, 2021. "Detecting coverage bias in user-generated content," ECONtribute Discussion Papers Series 057, University of Bonn and University of Cologne, Germany.
    53. Steffen, Nico & Wiewiorra, Lukas & Kroon, Peter, 2021. "Wettbewerb und Regulierung in der Plattform- und Datenökonomie," WIK Discussion Papers 481, WIK Wissenschaftliches Institut für Infrastruktur und Kommunikationsdienste GmbH.
    54. Jenny Aker & Joel Cariolle, 2022. "The Use of Digital for Public Service Provision in Sub-Saharan Africa," Post-Print hal-03003899, HAL.
    55. Janssen, Aljoscha & Kasinger, Johannes, 2021. "Obfuscation and rational inattention in digitalized markets," SAFE Working Paper Series 306, Leibniz Institute for Financial Research SAFE.
    56. Li, Mengjie & Du, Weijian, 2021. "Can Internet development improve the energy efficiency of firms: Empirical evidence from China," Energy, Elsevier, vol. 237(C).
    57. DUCH BROWN Nestor & GOMEZ-HERRERA Estrella & MUELLER-LANGER Frank & TOLAN Songul, 2022. "Market Power and Artificial Intelligence Work on Online Labour Markets," JRC Working Papers on Digital Economy 2021-10, Joint Research Centre.
    58. Arnold, René & Hildebrandt, Christian & Taş, Serpil, 2020. "European data economy: Between competition and regulation. Final report," Study Series, WIK Wissenschaftliches Institut für Infrastruktur und Kommunikationsdienste GmbH, number 251538.
    59. Simone Vannuccini & Ekaterina Prytkova, 2021. "Artificial Intelligence’s New Clothes? From General Purpose Technology to Large Technical System," SPRU Working Paper Series 2021-02, SPRU - Science Policy Research Unit, University of Sussex Business School.
    60. Kerkhof, Anna, 2019. "Advertising and Content Differentiation: Evidence from YouTube," VfS Annual Conference 2019 (Leipzig): 30 Years after the Fall of the Berlin Wall - Democracy and Market Economy 204468, Verein für Socialpolitik / German Economic Association.
    61. Stefania Cosci & Valentina Meliciani & Marco Pini, 2021. "Historical roots of innovative entrepreneurial culture: the impact of firms using motive power in 1927 on Italian provincial start-up rate," CERBE Working Papers wpC38, CERBE Center for Relationship Banking and Economics.
    62. Dibyendu Maiti & Akshara Awasthi, 2020. "ICT Exposure and the Level of Wellbeing and Progress: A Cross Country Analysis," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(1), pages 311-343, January.
    63. Joël Cariolle & Michele Imbruno & Jaime de Melo, 2020. "Bilateral digital connectivity and firm participation in export markets," Working Papers hal-03182438, HAL.
    64. Janssen, Aljoscha & Kasinger, Johannes, 2021. "Obfuscation and Rational Inattention in Digitalized Markets," Working Paper Series 1379, Research Institute of Industrial Economics.
    65. Litina, Anastasia & Makridis, Christos A. & Tsiachtsiras, Georgios, 2021. "Do product market reforms raise innovation? Evidence from Micro-data across 12 countries," Technological Forecasting and Social Change, Elsevier, vol. 169(C).
    66. Andres, Raphaela & Niebel, Thomas & Sack, Robin, 2024. "Big data and firm-level productivity: A cross-country comparison," ZEW Discussion Papers 24-053, ZEW - Leibniz Centre for European Economic Research.
    67. Katarzyna Szopik-Depczynska & Agnieszka Barczak & Izabela Dembinska & Joanna Wisniewska, 2020. "The Impact of the Internet on User-Driven Innovation Usage in R&D Departments: A Case Study of Poland," European Research Studies Journal, European Research Studies Journal, vol. 0(Special 1), pages 247-263.

  15. Joshua S. Gans & Avi Goldfarb & Mara Lederman, 2017. "Exit, Tweets, and Loyalty," Working Papers 2017-009, Human Capital and Economic Opportunity Working Group.

    Cited by:

    1. Achyuta Adhvaryu & Teresa Molina & Anant Nyshadham, 2019. "Expectations, Wage Hikes, and Worker Voice: Evidence from a Field Experiment," NBER Working Papers 25866, National Bureau of Economic Research, Inc.
    2. Judith A. Chevalier & Yaniv Dover & Dina MayzlinDina Mayzlin, 2018. "Channels of Impact: User Reviews When Quality Is Dynamic and Managers Respond," Marketing Science, INFORMS, vol. 37(5), pages 688-709, September.
    3. Daniel Levy & Andrew T. Young, 2019. "Promise, Trust and Betrayal: Costs of Breaching an Implicit Contract," Working Papers 005-19 JEL Codes: A14, E1, International School of Economics at TSU, Tbilisi, Republic of Georgia.
    4. Bertschek, Irene & Kesler, Reinhold, 2018. "Let the user speak: Is feedback on Facebook a source of firms' innovation?," ZEW Discussion Papers 17-015, ZEW - Leibniz Centre for European Economic Research, revised 2018.
    5. Sunghun Chung & Animesh Animesh & Kunsoo Han & Alain Pinsonneault, 2020. "Financial Returns to Firms’ Communication Actions on Firm-Initiated Social Media: Evidence from Facebook Business Pages," Information Systems Research, INFORMS, vol. 31(1), pages 258-285, March.
    6. Behrens, Christiaan & de Jong, Gerben & van Ommeren, Jos, 2024. "From silver to platinum: The impact of frequent flier tier levels on air travellers’ behaviour," Transportation Research Part B: Methodological, Elsevier, vol. 186(C).
    7. Devesh Raval, 2020. "Whose Voice Do We Hear in the Marketplace? Evidence from Consumer Complaining Behavior," Marketing Science, INFORMS, vol. 39(1), pages 168-187, January.
    8. Ramah Al Balawi & Yuheng Hu & Liangfei Qiu, 2023. "Brand Crisis and Customer Relationship Management on Social Media: Evidence from a Natural Experiment from the Airline Industry," Information Systems Research, INFORMS, vol. 34(2), pages 442-462, June.
    9. Mara Lederman, 2018. "Comment on "The Impact of Machine Learning on Economics"," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 548-551, National Bureau of Economic Research, Inc.

  16. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2015. "Slack Time and Innovation," NBER Working Papers 21134, National Bureau of Economic Research, Inc.

    Cited by:

    1. Blomkvist, Katarina & Engzell, Jeanette & Kappen, Philip & Zander, Ivo, 2024. "How organizational conditions affect employees’ intentions to engage in intrapreneurial new venturing," Technovation, Elsevier, vol. 135(C).
    2. Wang, Yinghuan & Wang, Baolin & Yan, Yan, 2022. "Does network externality affect your project? Evidences from reward-based technology crowdfunding," Technological Forecasting and Social Change, Elsevier, vol. 180(C).
    3. Wright, Nataliya Langburd & Nagle, Frank & Greenstein, Shane, 2023. "Open source software and global entrepreneurship," Research Policy, Elsevier, vol. 52(9).
    4. Abbas, Sadia & Adapa, Sujana & Sheridan, Alison & Azeem, Muhammad Masood, 2022. "Informal competition and firm level innovation in South Asia: The moderating role of innovation time off and R&D intensity," Technological Forecasting and Social Change, Elsevier, vol. 181(C).
    5. Gianluigi Giustiziero, 2021. "Is the division of labor limited by the extent of the market? Opportunity cost theory with evidence from the real estate brokerage industry," Strategic Management Journal, Wiley Blackwell, vol. 42(7), pages 1344-1378, July.
    6. Philip Wollborn & David Dornekott & Ulrike Holder, 2023. "Entrepreneurial efforts and opportunity costs: evidence from twitch streamers," International Entrepreneurship and Management Journal, Springer, vol. 19(3), pages 1209-1238, September.
    7. Xiahua Wei & Ming Fan & Weijia You & Yong Tan, 2021. "An Empirical Study of the Dynamic and Differential Effects of Prefunding," Production and Operations Management, Production and Operations Management Society, vol. 30(5), pages 1331-1349, May.
    8. Mulhuijzen, Max & de Jong, Jeroen P.J., 2023. "The rich or the poor? Personal resources, do-it-yourself, and innovation in the household sector," Research Policy, Elsevier, vol. 52(3).
    9. Desmond (Ho-Fu) Lo & Francisco Brahm & Wouter Dessein & Chieko Minami, 2022. "Managing with Style? Microevidence on the Allocation of Managerial Attention," Management Science, INFORMS, vol. 68(11), pages 8261-8285, November.
    10. Yu, Sandy & Fleming, Lee, 2022. "Regional crowdfunding and high tech entrepreneurship," Research Policy, Elsevier, vol. 51(9).
    11. Zhiyi Wang & Lusi Yang & Jungpil Hahn, 2023. "Winner Takes All? The Blockbuster Effect on Crowdfunding Platforms," Information Systems Research, INFORMS, vol. 34(3), pages 935-960, September.
    12. Chen, Tao & Park, Hyeyoun & Rajwani, Tazeeb, 2024. "Diverse human resource slack and firm innovation: Evidence from politically connected firms," International Business Review, Elsevier, vol. 33(2).

  17. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Working Papers 20036, National Bureau of Economic Research, Inc.

    Cited by:

    1. Paunov, Caroline & Rollo, Valentina, 2016. "Has the Internet Fostered Inclusive Innovation in the Developing World?," World Development, Elsevier, vol. 78(C), pages 587-609.
    2. Stephany, Fabian & Braesemann, Fabian & Graham, Mark, 2019. "Coding Together - Coding Alone: The Role of Trust in Collaborative Programming," SocArXiv 8rf2h, Center for Open Science.
    3. DeStefano, Timothy & Kneller, Richard & Timmis, Jonathan, 2018. "Broadband infrastructure, ICT use and firm performance: Evidence for UK firms," Journal of Economic Behavior & Organization, Elsevier, vol. 155(C), pages 110-139.
    4. Nadine Fabritz, 2015. "ICT as an Enabler of Innovation. Evidence from German Microdata," ifo Working Paper Series 195, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    5. Salome Baslandze, 2015. "The Role of the IT Revolution in Knowledge Diffusion, Innovation and Reallocation," 2015 Meeting Papers 1488, Society for Economic Dynamics.
    6. Salome Baslandze, 2016. "The Role of the IT Revolution in Knowledge Di ffusion, Innovation and Reallocation," 2016 Meeting Papers 1509, Society for Economic Dynamics.
    7. Klein, Daniel & Ludwig, Christopher & Nicolay, Katharina, 2021. "Internal Digitalization and Tax-efficient Decision Making," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242365, Verein für Socialpolitik / German Economic Association.
    8. Ajay Agrawal & John McHale & Alexander Oettl, 2013. "Collaboration, Stars, and the Changing Organization of Science: Evidence from Evolutionary Biology," NBER Working Papers 19653, National Bureau of Economic Research, Inc.
    9. Nadine Fabritz, 2015. "Investment in ICT: Determinants and Economic Implications," ifo Beiträge zur Wirtschaftsforschung, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 60.

  18. Ajay K. Agrawal & Christian Catalini & Avi Goldfarb, 2013. "Some Simple Economics of Crowdfunding," NBER Working Papers 19133, National Bureau of Economic Research, Inc.

    Cited by:

    1. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2015. "Slack Time and Innovation," NBER Working Papers 21134, National Bureau of Economic Research, Inc.
    2. Parker, Simon C., 2014. "Crowdfunding, cascades and informed investors," Economics Letters, Elsevier, vol. 125(3), pages 432-435.
    3. Panjwani, Aniket & Xiong, Heyu, 2023. "The causes and consequences of medical crowdfunding," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 648-667.
    4. D.J Cumming & Gaël Leboeuf & A Schwienbacher, 2019. "Crowdfunding models: Keep‐It‐All vs. All‐Or‐Nothing," Post-Print hal-02126971, HAL.
    5. Aaron F. McKenny & Thomas H. Allison & David J. Ketchen Jr. & Jeremy C. Short & R. Duane Ireland, 2017. "How Should Crowdfunding Research Evolve? A Survey of the Entrepreneurship Theory and Practice Editorial Board," Entrepreneurship Theory and Practice, , vol. 41(2), pages 291-304, March.
    6. Andreas Wald & Merete Holmesland & Kalanit Efrat, 2019. "It Is Not All About Money: Obtaining Additional Benefits Through Equity Crowdfunding," Journal of Entrepreneurship and Innovation in Emerging Economies, Entrepreneurship Development Institute of India, vol. 28(2), pages 270-294, September.
    7. Erik Ansink & Mark Koetse & Jetske Bouma & Dominic Hauck & Daan van Soest, 2017. "Crowdfunding public goods: An experiment," Tinbergen Institute Discussion Papers 17-119/VIII, Tinbergen Institute.
    8. Caglayan, Mustafa & Talavera, Oleksandr & Zhang, Wei, 2021. "Herding behaviour in P2P lending markets," Journal of Empirical Finance, Elsevier, vol. 63(C), pages 27-41.
    9. Matthew Ellman & Sjaak Hurkens, 2014. "Optimal Crowdfunding Design," Working Papers 14-21, NET Institute.
    10. M. D. Jiménez-Gamero & M. Cousido-Rocha & M. V. Alba-Fernández & F. Jiménez-Jiménez, 2022. "Testing the equality of a large number of populations," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 31(1), pages 1-21, March.
    11. Sardar Muhammad Usman & Farasat Ali Shah Bukhari & Muhammad Usman & Daniel Badulescu & Muhammad Safdar Sial, 2019. "Does the Role of Media and Founder’s Past Success Mitigate the Problem of Information Asymmetry? Evidence from a UK Crowdfunding Platform," Sustainability, MDPI, vol. 11(3), pages 1-24, January.
    12. Zhuoxin Li & Jason A. Duan & Sam Ransbotham, 2020. "Coordination and Dynamic Promotion Strategies in Crowdfunding with Network Externalities," Production and Operations Management, Production and Operations Management Society, vol. 29(4), pages 1032-1049, April.
    13. Zbigniew Kurylek, 2020. "ICO Tokens as an Alternative Financial Instrument: A Risk Measurement," European Research Studies Journal, European Research Studies Journal, vol. 0(4), pages 512-530.
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    143. Feld, Lars P. & Schmidt, Christoph M. & Schnabel, Isabel & Truger, Achim & Wieland, Volker, 2019. "Den Strukturwandel meistern. Jahresgutachten 2019/20 [Dealing with Structural Change. Annual Report 2019/20]," Annual Economic Reports / Jahresgutachten, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung, volume 127, number 201920, September.
    144. Pitschner, Stefan & Pitschner-Finn, Sebastian, 2014. "Non-profit differentials in crowd-based financing: Evidence from 50,000 campaigns," Economics Letters, Elsevier, vol. 123(3), pages 391-394.
    145. Alice Rossi & Silvio Vismara & Michele Meoli, 2019. "Voting rights delivery in investment-based crowdfunding: a cross-platform analysis," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 46(2), pages 251-281, June.
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    148. Oleh Kolodiziev & Andrii Gukaliuk & Valeriia Shcherbak & Tetiana Riabovolyk & Ilona Androshchuk & Yaryna Pas, 2024. "The Impact of Refugee Startups on Host Country Economies: Business Models and Economic Adaptation," Economic Studies journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 2, pages 175-201.
    149. Strausz, Roland, 2017. "A Theory of Crowdfunding," Rationality and Competition Discussion Paper Series 2, CRC TRR 190 Rationality and Competition.
    150. Constantin von Selasinsky & Eva Lutz, 2021. "The Effects of Pro-Social and Pro-Environmental Orientation on Crowdfunding Performance," Sustainability, MDPI, vol. 13(11), pages 1-27, May.
    151. Adena, Maja & Huck, Steffen, 2016. "A field experiment on crowdfunding for a club good," Discussion Papers, Research Unit: Economics of Change SP II 2016-308, WZB Berlin Social Science Center.
    152. Laffey, Des & Durkin, Mark & Cummins, Darryl & Gandy, Anthony, 2021. "A shift in power? Value co-creation through successful crowdfunding," Technological Forecasting and Social Change, Elsevier, vol. 172(C).
    153. Pankaj C. Patel & Marcus T. Wolfe & Andrew S. Manikas, 2021. "Logic is (Somewhat) Overrated: Image-Based Versus Concept-Based Rhetoric in Crowdfunding Narratives," Entrepreneurship Theory and Practice, , vol. 45(3), pages 600-625, May.
    154. Liang Chen & Zihong Huang & De Liu, 2016. "Pure and hybrid crowds in crowdfunding markets," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-18, December.
    155. Irene Comeig & Ernesto Mesa-Vázquez & Pau Sendra-Pons & Amparo Urbano, 2020. "Rational Herding in Reward-Based Crowdfunding: An MTurk Experiment," Sustainability, MDPI, vol. 12(23), pages 1-21, November.
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    157. Sylvain Sagot & Nouha Ben Arfa, 2023. "Enhancing Efficiency of Crowdfunding Campaign Financing: The Role of Search Engine Optimization and Social Media," International Journal of Strategic Decision Sciences (IJSDS), IGI Global, vol. 14(1), pages 1-24, January.
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    159. Seyb, Stella K., 2022. "Red flags and rave reviews: Explaining too-good-to-be-true crowdfunding campaigns," Business Horizons, Elsevier, vol. 65(1), pages 69-78.
    160. Appio, Francesco Paolo & Leone, Daniele & Platania, Federico & Schiavone, Francesco, 2020. "Why are rewards not delivered on time in rewards-based crowdfunding campaigns? An empirical exploration," Technological Forecasting and Social Change, Elsevier, vol. 157(C).
    161. Daniel Blaseg & Douglas Cumming & Michael Koetter, 2021. "Equity Crowdfunding: High-Quality or Low-Quality Entrepreneurs?," Entrepreneurship Theory and Practice, , vol. 45(3), pages 505-530, May.
    162. Stefano Cosma & Alessandro G. Grasso & Francesco Pagliacci & Alessia Pedrazzoli, 2018. "Is Equity Crowdfunding a Good Tool for Social Enterprises?," Centro Studi di Banca e Finanza (CEFIN) (Center for Studies in Banking and Finance) 0067, Universita di Modena e Reggio Emilia, Dipartimento di Economia "Marco Biagi".
    163. Gad Allon & Volodymyr Babich, 2020. "Crowdsourcing and Crowdfunding in the Manufacturing and Services Sectors," Manufacturing & Service Operations Management, INFORMS, vol. 22(1), pages 102-112, January.
    164. Cécile Fonrouge, 2017. "Crowfunding et diasporas: le financement participatif vient-il remettre en cause les acteurs du financement diasporique?," Post-Print halshs-01365738, HAL.
    165. Roma, Paolo & Messeni Petruzzelli, Antonio & Perrone, Giovanni, 2017. "From the crowd to the market: The role of reward-based crowdfunding performance in attracting professional investors," Research Policy, Elsevier, vol. 46(9), pages 1606-1628.
    166. Michael Marcin Kunz & Ulrich Bretschneider & Max Erler & Jan Marco Leimeister, 2017. "An empirical investigation of signaling in reward-based crowdfunding," Electronic Commerce Research, Springer, vol. 17(3), pages 425-461, September.
    167. Fedorenko, Ivan & Berthon, Pierre & Rabinovich, Tamara, 2017. "Crowded identity: Managing crowdsourcing initiatives to maximize value for participants through identity creation," Business Horizons, Elsevier, vol. 60(2), pages 155-165.
    168. Justyna Ziobrowska, 2022. "Crowdfunding as an Innovative Form of Collective Investment in Real Estate," European Research Studies Journal, European Research Studies Journal, vol. 0(1), pages 875-884.
    169. Estrin, Saul & Gozman, Daniel & Khavul, Susanna, 2017. "Equity crowdfunding and early stage entrepreneurial finance: damaging or disruptive?," LSE Research Online Documents on Economics 86590, London School of Economics and Political Science, LSE Library.
    170. Kalanit Efrat & Shaked Gilboa, 2020. "Relationship approach to crowdfunding: how creators and supporters interaction enhances projects’ success," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(4), pages 899-911, December.
    171. Tuo Gladys & Yi Feng & Sarpong Solomon & Wang Wenxin, 2020. "The Second Round Resource Acquisition of Entrepreneurial Crowdfunded Ventures: The Relevance of Campaign and Project Implementation Performance Outcomes," Entrepreneurship Research Journal, De Gruyter, vol. 10(3), pages 1-21, July.
    172. Du, Shaofu & Peng, Jing & Nie, Tengfei & Yu, Yugang, 2020. "Pricing strategies and mechanism choice in reward-based crowdfunding," European Journal of Operational Research, Elsevier, vol. 284(3), pages 951-966.
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    174. Yinghui Chen & Xiaolin Gong & Chien-Chi Chu & Yang Cao, 2018. "Access to the Internet and Access to Finance: Theory and Evidence," Sustainability, MDPI, vol. 10(7), pages 1-38, July.
    175. Elitzur, Ramy & Solodoha, Eliran, 2021. "Does gender matter? Evidence from crowdfunding," Journal of Business Venturing Insights, Elsevier, vol. 16(C).
    176. Armin Schwienbacher, 2018. "Entrepreneurial risk-taking in crowdfunding campaigns," Small Business Economics, Springer, vol. 51(4), pages 843-859, December.
    177. Anja Lambrecht & Avi Goldfarb & Alessandro Bonatti & Anindya Ghose & Daniel Goldstein & Randall Lewis & Anita Rao & Navdeep Sahni & Song Yao, 2014. "How do firms make money selling digital goods online?," Marketing Letters, Springer, vol. 25(3), pages 331-341, September.
    178. Alexander Simons & Lena Franziska Kaiser & Jan Brocke, 2019. "Enterprise Crowdfunding: Foundations, Applications, and Research Findings," Business & Information Systems Engineering: The International Journal of WIRTSCHAFTSINFORMATIK, Springer;Gesellschaft für Informatik e.V. (GI), vol. 61(1), pages 113-121, February.
    179. Saul Estrin & Daniel Gozman & Susanna Khavul, 2017. "Equity crowdfunding and early stage entrepreneurial finance: damaging or disruptive?," CEP Discussion Papers dp1498, Centre for Economic Performance, LSE.
    180. Cécile Fonrouge & Daniela Bolzani, 2019. "Motivations and barriers to crowdlending as a tool for diasporic entrepreneurial finance," Post-Print halshs-02077559, HAL.
    181. Xu, Yang & Zhou, Qiang & Wang, Xu, 2023. "Joint price and quality optimization strategy in crowdfunding campaign," International Journal of Production Economics, Elsevier, vol. 263(C).
    182. Janina Sundermeier & Tyge-F. Kummer, 2022. "Does personality still matter in e-commerce? How perceived hubris influences the assessment of founders’ trustworthiness using the example of reward-based crowdfunding," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(3), pages 1127-1144, September.
    183. Laurell, Christofer & Sandström, Christian & Suseno, Yuliani, 2019. "Assessing the interplay between crowdfunding and sustainability in social media," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 117-127.
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    185. KURIHARA Koki & HONJO Yuji, 2022. "Determinants of Campaign Success: Empirical evidence from equity crowdfunding in Japan," Discussion papers 22057, Research Institute of Economy, Trade and Industry (RIETI).
    186. Erickson, Kristofer & Homberg, Fabian & Kretschmer, Martin, 2024. "The role of openness in creative innovation: Evidence from digital crowdfunding," Technological Forecasting and Social Change, Elsevier, vol. 206(C).
    187. Mochen Yang & Gediminas Adomavicius & Gordon Burtch & Yuqing Rena, 2018. "Mind the Gap: Accounting for Measurement Error and Misclassification in Variables Generated via Data Mining," Information Systems Research, INFORMS, vol. 29(1), pages 4-24, March.
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    189. F. Levin, 2015. "Success Determinants Of Crowdfunding Projects," Review of Business and Economics Studies // Review of Business and Economics Studies, Финансовый Университет // Financial University, vol. 3(4), pages 79-87.
    190. Zhuoxin Li & Jason A. Duan, 2014. "Dynamic Strategies for Successful Online Crowdfunding," Working Papers 14-09, NET Institute.
    191. Anil Savio Kavuri & Alistair Milne, 2019. "FinTech and the future of financial services: What are the research gaps?," CAMA Working Papers 2019-18, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
    192. Borello, Giuliana & De Crescenzo, Veronica & Pichler, Flavio, 2019. "Factors for success in European crowdinvesting," Journal of Economics and Business, Elsevier, vol. 106(C).
    193. Adair Morse, 2015. "Peer-to-Peer Crowdfunding: Information and the Potential for Disruption in Consumer Lending," NBER Working Papers 20899, National Bureau of Economic Research, Inc.
    194. Bertsch, Christoph & Hull, Isaiah & Qi, Yingjie & Zhang, Xin, 2020. "Bank misconduct and online lending," Journal of Banking & Finance, Elsevier, vol. 116(C).

  19. Ajay Agrawal & Avi Goldfarb & Florenta Teodoridis, 2013. "Does Knowledge Accumulation Increase the Returns to Collaboration?," NBER Working Papers 19694, National Bureau of Economic Research, Inc.

    Cited by:

    1. Benjamin F. Jones, 2014. "The Human Capital Stock: A Generalized Approach," American Economic Review, American Economic Association, vol. 104(11), pages 3752-3777, November.
    2. Amit Jain & Will Mitchell, 2022. "Specialization as a double‐edged sword: The relationship of scientist specialization with R&D productivity and impact following collaborator change," Strategic Management Journal, Wiley Blackwell, vol. 43(5), pages 986-1024, May.
    3. Riccardo Crescenzi & Simona Iammarino & Carolin Ioramashvili & Andres Rodriguez-Pose & Michael Storper, 2019. "The Geography of Innovation: Local Hotspots and Global Innovation Networks," WIPO Economic Research Working Papers 57, World Intellectual Property Organization - Economics and Statistics Division.
    4. Adam B. Jaffe & Benjamin F. Jones, 2014. "Introduction to "The Changing Frontier: Rethinking Science and Innovation Policy"," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 1-13, National Bureau of Economic Research, Inc.
    5. Ajay Agrawal & John McHale & Alexander Oettl, 2013. "Collaboration, Stars, and the Changing Organization of Science: Evidence from Evolutionary Biology," NBER Working Papers 19653, National Bureau of Economic Research, Inc.

  20. David Dranove & Christopher Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Trillion Dollar Conundrum: Complementarities and Health Information Technology," NBER Working Papers 18281, National Bureau of Economic Research, Inc.

    Cited by:

    1. Adam Sacarny, 2018. "Adoption and Learning Across Hospitals: The Case of a Revenue-Generating Practice," NBER Working Papers 24497, National Bureau of Economic Research, Inc.
    2. Erik Brynjolfsson & Wang Jin & Kristina McElheran, 2021. "The power of prediction: predictive analytics, workplace complements, and business performance," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 217-239, October.
    3. Jeffrey S. McCullough & Stephen T. Parente & Robert Town, 2013. "Health Information Technology and Patient Outcomes: The Role of Organizational and Informational Complementarities," NBER Working Papers 18684, National Bureau of Economic Research, Inc.
    4. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Working Papers 20036, National Bureau of Economic Research, Inc.
    5. Seth Freedman & Noah Hammarlund, 2019. "Electronic medical records and medical procedure choice: Evidence from cesarean sections," Health Economics, John Wiley & Sons, Ltd., vol. 28(10), pages 1179-1193, October.
    6. Lamiraud, Karine & Lhuillery, Stephane, 2015. "Endogenous Technology Adoption and Medical Costs," ESSEC Working Papers WP1518, ESSEC Research Center, ESSEC Business School.
    7. Amalia R. Miller & Catherine Tucker, 2016. "Frontiers of Health Policy: Digital Data and Personalized Medicine," NBER Chapters, in: Innovation Policy and the Economy, Volume 17, pages 49-75, National Bureau of Economic Research, Inc.
    8. Hemant K. Bhargava & Abhay Nath Mishra, 2014. "Electronic Medical Records and Physician Productivity: Evidence from Panel Data Analysis," Management Science, INFORMS, vol. 60(10), pages 2543-2562, October.
    9. Dranove, David & Garthwaite, Craig & Li, Bingyang & Ody, Christopher, 2015. "Investment subsidies and the adoption of electronic medical records in hospitals," Journal of Health Economics, Elsevier, vol. 44(C), pages 309-319.
    10. Charles Hoffreumon & Chris Forman & Nicolas van Zeebroeck, 2024. "Make or buy your artificial intelligence? Complementarities in technology sourcing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 452-479, March.
    11. Brad N. Greenwood & Kartik K. Ganju & Corey M. Angst, 2019. "How Does the Implementation of Enterprise Information Systems Affect a Professional’s Mobility? An Empirical Study," Information Systems Research, INFORMS, vol. 30(2), pages 563-594, June.
    12. Bronsoler, Ari & Doyle, Joseph & Van Reenen, John, 2022. "The impact of health information and communication technology on clinical quality, productivity, and workers," LSE Research Online Documents on Economics 116934, London School of Economics and Political Science, LSE Library.
    13. Böckerman, Petri & Kortelainen, Mika & Laine, Liisa & Nurminen, Mikko & Saxell, Tanja, 2019. "Digital Waste? Unintended Consequences of Health Information Technology," IZA Discussion Papers 12275, Institute of Labor Economics (IZA).
    14. Marit Hinnosaar & Toomas Hinnosaar & Michael Kummer & Olga Slivko, 2017. "Wikipedia Matters," Carlo Alberto Notebooks 508, Collegio Carlo Alberto.
    15. Ari Bronsoler & Joseph J. Doyle Jr. & John Van Reenen, 2021. "The Impact of Healthcare IT on Clinical Quality, Productivity and Workers," NBER Working Papers 29218, National Bureau of Economic Research, Inc.
    16. Galloway, Emily & Johnson, Erik Paul, 2016. "Teaching an old dog new tricks: Firm learning from environmental regulation," Energy Economics, Elsevier, vol. 59(C), pages 1-10.
    17. Hilal Atasoy & Pei-yu Chen & Kartik Ganju, 2018. "The Spillover Effects of Health IT Investments on Regional Healthcare Costs," Management Science, INFORMS, vol. 64(6), pages 2515-2534, June.
    18. Gautam Gowrisankaran & Keith A. Joiner & Jianjing Lin, 2016. "How do Hospitals Respond to Payment Incentives?," NBER Working Papers 22873, National Bureau of Economic Research, Inc.
    19. Jianjing Lin, 2023. "To follow the market or the parent system: Evidence from health IT adoption by hospital chains," Economic Inquiry, Western Economic Association International, vol. 61(4), pages 891-910, October.
    20. Lucy Xiaolu Wang, 2021. "The complementarity of drug monitoring programs and health IT for reducing opioid‐related mortality and morbidity," Health Economics, John Wiley & Sons, Ltd., vol. 30(9), pages 2026-2046, September.
    21. Kartik K. Ganju & Hilal Atasoy & Paul A. Pavlou, 2022. "Do Electronic Health Record Systems Increase Medicare Reimbursements? The Moderating Effect of the Recovery Audit Program," Management Science, INFORMS, vol. 68(4), pages 2889-2913, April.
    22. Kenneth J. Arrow & L. Kamran Bilir & Alan Sorensen, 2020. "The Impact of Information Technology on the Diffusion of New Pharmaceuticals," American Economic Journal: Applied Economics, American Economic Association, vol. 12(3), pages 1-39, July.
    23. Amalia R. Miller, 2023. "Privacy of Digital Health Information," NBER Chapters, in: The Economics of Privacy, National Bureau of Economic Research, Inc.
    24. Hilal Atasoy & Emre M. Demirezen & Pei‐Yu Chen, 2021. "Impacts of Patient Characteristics and Care Fragmentation on the Value of HIEs," Production and Operations Management, Production and Operations Management Society, vol. 30(2), pages 563-583, February.
    25. Seth Freedman & Haizhen Lin & Jeffrey Prince, 2018. "Information Technology and Patient Health: Analyzing Outcomes, Populations, and Mechanisms," American Journal of Health Economics, University of Chicago Press, vol. 4(1), pages 51-79, Winter.
    26. Peng Huang & Marco Ceccagnoli & Chris Forman & D.J. Wu, 2022. "IT Knowledge Spillovers, Absorptive Capacity, and Productivity: Evidence from Enterprise Software," Information Systems Research, INFORMS, vol. 33(3), pages 908-934, September.
    27. David Dranove & Craig Garthwaite & Christopher Ody, 2013. "How do Hospitals Respond to Negative Financial Shocks? The Impact of the 2008 Stock Market Crash," NBER Working Papers 18853, National Bureau of Economic Research, Inc.
    28. Shin, Seungjae & Eksioglu, Burak, 2015. "An empirical study of RFID productivity in the U.S. retail supply chain," International Journal of Production Economics, Elsevier, vol. 163(C), pages 89-96.
    29. Abhay Nath Mishra & Youyou Tao & Mark Keil & Jeong-ha (Cath) Oh, 2022. "Functional IT Complementarity and Hospital Performance in the United States: A Longitudinal Investigation," Information Systems Research, INFORMS, vol. 33(1), pages 55-75, March.
    30. Indranil R. Bardhan & Chenzhang Bao & Sezgin Ayabakan, 2023. "Value Implications of Sourcing Electronic Health Records: The Role of Physician Practice Integration," Information Systems Research, INFORMS, vol. 34(3), pages 1169-1190, September.
    31. Agha, Leila, 2014. "The effects of health information technology on the costs and quality of medical care," Journal of Health Economics, Elsevier, vol. 34(C), pages 19-30.
    32. Francesco Venturini & Ana Rincon-Aznar & Dr Michela Vecchi, 2013. "ICT as a general purpose technology: spillovers, absorptive capacity and productivity performance," National Institute of Economic and Social Research (NIESR) Discussion Papers 416, National Institute of Economic and Social Research.
    33. Sam Ransbotham & Eric M. Overby & Michael C. Jernigan, 2021. "Electronic Trace Data and Legal Outcomes: The Effect of Electronic Medical Records on Malpractice Claim Resolution Time," Management Science, INFORMS, vol. 67(7), pages 4341-4361, July.
    34. Zamil Khadija & Alsharqi Omar, 2019. "The Effect of Information Technology on the Recruitment Process in Healthcare Organization in Makkah City," Global Journal of Health Science, Canadian Center of Science and Education, vol. 11(2), pages 123-123, February.
    35. Brant Callaway & Vivek Ghosal, 2012. "Adoption and Diffusion of Health Information Technology - The Case of Primary Care Clinics," CESifo Working Paper Series 3925, CESifo.
    36. Seth Freedman & Haizhen Lin & Jeffrey T. Prince, 2014. "Information Technology and Patient Health: An Expanded Analysis of Outcomes, Populations, and Mechanisms," Working Papers 2014-02, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
    37. Johannes Lehmann & Michael Beckmann, 2024. "Digital Transformation in Switzerland: The Current State and Expectations," Papers 2412.12784, arXiv.org.
    38. Sam Ruiqing Cao & Marco Iansiti, 2022. "Organizational Barriers to Transforming Large Finance Corporations: Cloud Adoption and the Importance of Technological Architecture," CESifo Working Paper Series 10142, CESifo.

  21. Ajay K. Agrawal & Christian Catalini & Avi Goldfarb, 2011. "The Geography of Crowdfunding," NBER Working Papers 16820, National Bureau of Economic Research, Inc.

    Cited by:

    1. Parker, Simon C., 2014. "Crowdfunding, cascades and informed investors," Economics Letters, Elsevier, vol. 125(3), pages 432-435.
    2. Atz, Ulrich & Bholat, David, 2016. "Peer-to-peer lending and financial innovation in the United Kingdom - Ulrich Atz and David Bholat," Bank of England working papers 598, Bank of England.
    3. Ghani, Ejaz & Kerr, William R. & Stanton, Christopher, 2013. "Diasporas and outsourcing : evidence from oDesk and India," Policy Research Working Paper Series 6403, The World Bank.
    4. Hadar Gafni & Marek Hudon & Anaïs A Périlleux, 2020. "Business or basic needs ?The impact of loan purpose on social crowdfunding platforms," Working Papers CEB 20-008, ULB -- Universite Libre de Bruxelles.
    5. Mingfeng Lin & Siva Viswanathan, 2016. "Home Bias in Online Investments: An Empirical Study of an Online Crowdfunding Market," Management Science, INFORMS, vol. 62(5), pages 1393-1414, May.
    6. Emil Adamek & Jan Janku, 2022. "What Drives Small Business Crowdfunding? Impact of Macroeconomic and Financial Factors," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 72(2), pages 172-196, June.
    7. Sardar Muhammad Usman & Farasat Ali Shah Bukhari & Muhammad Usman & Daniel Badulescu & Muhammad Safdar Sial, 2019. "Does the Role of Media and Founder’s Past Success Mitigate the Problem of Information Asymmetry? Evidence from a UK Crowdfunding Platform," Sustainability, MDPI, vol. 11(3), pages 1-24, January.
    8. Matthew Ellman & Michele Fabi, 2022. "A Theory of Crowdfunding Dynamics," Working Papers 1349, Barcelona School of Economics.
    9. Carla Martínez-Climent & Ricardo Costa-Climent & Pejvak Oghazi, 2019. "Sustainable Financing through Crowdfunding," Sustainability, MDPI, vol. 11(3), pages 1-16, February.
    10. Yasar, Burze & Sevilay Yılmaz, Işıl & Hatipoğlu, Nurullah & Salih, Aslıhan, 2022. "Stretching the success in reward-based crowdfunding," Journal of Business Research, Elsevier, vol. 152(C), pages 205-220.
    11. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Working Papers 20036, National Bureau of Economic Research, Inc.
    12. Hornuf, Lars & Schwienbacher, Armin, 2014. "The Emergence of Crowdinvesting in Europe," Discussion Papers in Economics 21388, University of Munich, Department of Economics.
    13. Barbi, Massimiliano & Bigelli, Marco, 2017. "Crowdfunding practices in and outside the US," Research in International Business and Finance, Elsevier, vol. 42(C), pages 208-223.
    14. Tasadduq Imam & Angelique McInnes & Sisira Colombage & Robert Grose, 2022. "Opportunities and Barriers for FinTech in SAARC and ASEAN Countries," JRFM, MDPI, vol. 15(2), pages 1-37, February.
    15. Javier Ramos, 2014. "Crowdfunding and the Role of Managers in Ensuring the Sustainability of Crowdfunding Platforms," JRC Research Reports JRC85752, Joint Research Centre.
    16. Saif Ullah & Yulin Zhou, 2020. "Gender, Anonymity and Team: What Determines Crowdfunding Success on Kickstarter," JRFM, MDPI, vol. 13(4), pages 1-26, April.
    17. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2013. "Some Simple Economics of Crowdfunding," NBER Chapters, in: Innovation Policy and the Economy, Volume 14, pages 63-97, National Bureau of Economic Research, Inc.
    18. Rosangela Feola & Massimiliano Vesci & Ezio Marinato & Roberto Parente, 2021. "Segmenting “digital investors”: evidence from the Italian equity crowdfunding market," Small Business Economics, Springer, vol. 56(3), pages 1235-1250, February.
    19. Grüner, Hans Peter & Siemroth, Christoph, 2015. "Cutting out the Middleman: Crowdinvesting, Efficiency, and Inequality," CEPR Discussion Papers 10488, C.E.P.R. Discussion Papers.
    20. Ivelin Elenchev & Aleksandar Vasilev, 2017. "Forecasting the Success Rate of Reward Based Crowdfunding Projects," Bulgarian Economic Papers bep-2017-09, Faculty of Economics and Business Administration, Sofia University St Kliment Ohridski - Bulgaria // Center for Economic Theories and Policies at Sofia University St Kliment Ohridski, revised Nov 2017.
    21. Kate Gasparro & Ashby Monk, 2020. "Demystifying “localness†of infrastructure assets: Crowdfunders as local intermediaries for global investors," Environment and Planning A, , vol. 52(5), pages 878-897, August.
    22. Adam Nowak & Amanda Ross & Christopher Yencha, 2015. "Small Business Borrowing and Peer-to-Peer Lending: Evidence from Lending Club," Working Papers 15-28, Department of Economics, West Virginia University.
    23. Rubinton, Brian J, 2011. "Crowdfunding: disintermediated investment banking," MPRA Paper 31649, University Library of Munich, Germany.
    24. Ansart, Sandrine & Monvoisin, Virginie, 2017. "The new monetary and financial initiatives: Finance regaining its position as servant of the economy," Research in International Business and Finance, Elsevier, vol. 39(PB), pages 750-760.
    25. Chan, C.S. Richard & Parhankangas, Annaleena & Sahaym, Arvin & Oo, Pyayt, 2020. "Bellwether and the herd? Unpacking the u-shaped relationship between prior funding and subsequent contributions in reward-based crowdfunding," Journal of Business Venturing, Elsevier, vol. 35(2).
    26. Strausz, Roland, 2015. "Crowdfunding, demand uncertainty, and moral hazard: A mechanism design approach," SFB 649 Discussion Papers 2015-036, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    27. Meer, Jonathan, 2014. "Effects of the price of charitable giving: Evidence from an online crowdfunding platform," Journal of Economic Behavior & Organization, Elsevier, vol. 103(C), pages 113-124.
    28. Massimo G. Colombo & Chiara Franzoni & Cristina Rossi–Lamastra, 2015. "Internal Social Capital and the Attraction of Early Contributions in Crowdfunding," Entrepreneurship Theory and Practice, , vol. 39(1), pages 75-100, January.
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  22. Avi Goldfarb & Catherine Tucker, 2011. "Privacy and Innovation," NBER Working Papers 17124, National Bureau of Economic Research, Inc.

    Cited by:

    1. Garrett A. Johnson, 2022. "Economic Research on Privacy Regulation: Lessons from the GDPR and Beyond," NBER Chapters, in: The Economics of Privacy, National Bureau of Economic Research, Inc.
    2. Avi Goldfarb & Daniel Trefler, 2018. "Artificial Intelligence and International Trade," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 463-492, National Bureau of Economic Research, Inc.
    3. Jason Furman & Robert Seamans, 2018. "AI and the Economy," NBER Working Papers 24689, National Bureau of Economic Research, Inc.
    4. Agarwal, Renu & Mittal, Neeraj & Patterson, Eric & Giorcelli, Michela, 2021. "Evolution of the Indian LPG industry: Exploring conditions for public sector business model innovation," Research Policy, Elsevier, vol. 50(4).
    5. Jin, Ginger Zhe & Wagman, Liad, 2021. "Big data at the crossroads of antitrust and consumer protection," Information Economics and Policy, Elsevier, vol. 54(C).
    6. Lefouili, Yassine & Toh, Ying Lei, 2017. "Privacy and Quality," IDEI Working Papers 867, Institut d'Économie Industrielle (IDEI), Toulouse, revised Jan 2018.
    7. Amalia R. Miller & Catherine Tucker, 2016. "Frontiers of Health Policy: Digital Data and Personalized Medicine," NBER Chapters, in: Innovation Policy and the Economy, Volume 17, pages 49-75, National Bureau of Economic Research, Inc.
    8. Marthews, Alex & Tucker, Catherine, 2023. "What blockchain can and can’t do: Applications to marketing and privacy," International Journal of Research in Marketing, Elsevier, vol. 40(1), pages 49-53.
    9. Klein, Joseph A. & Rao, P. M., 2014. "Competition and consumer protection in the cyberspace marketplace," 20th ITS Biennial Conference, Rio de Janeiro 2014: The Net and the Internet - Emerging Markets and Policies 106857, International Telecommunications Society (ITS).
    10. Yassine Lefouili & Leonardo Madio & Ying Lei Toh, 2024. "Privacy regulation and quality-enhancing innovation," Post-Print hal-04774302, HAL.
    11. Nam, Sangjun & Kwon, Youngsun, 2024. "Is pay-or-consent for privacy justifiable? Evidence from different users' privacy attitudes toward behavioral data collection in South Korea," Telecommunications Policy, Elsevier, vol. 48(7).
    12. Yi Qian & Hui Xie, 2013. "Drive More Effective Data-Based Innovations: Enhancing the Utility of Secure Databases," NBER Working Papers 19586, National Bureau of Economic Research, Inc.
    13. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    14. Nambisan, Satish & Wright, Mike & Feldman, Maryann, 2019. "The digital transformation of innovation and entrepreneurship: Progress, challenges and key themes," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    15. Martina Francesca Ferracane & Janez Kren & Erik van der Marel, 2020. "Do data policy restrictions impact the productivity performance of firms and industries?," Review of International Economics, Wiley Blackwell, vol. 28(3), pages 676-722, August.
    16. Joseph R. Buckman & Idris Adjerid & Catherine Tucker, 2023. "Privacy Regulation and Barriers to Public Health," Management Science, INFORMS, vol. 69(1), pages 342-350, January.
    17. Ferracane,Martina Francesca & Van Der Marel,Erik Leendert, 2020. "Digital Innovation in East Asia : Do Restrictive Data Policies Matter," Policy Research Working Paper Series 9124, The World Bank.
    18. Liran Einav & Jonathan Levin, 2014. "The Data Revolution and Economic Analysis," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 1-24.
    19. Avi Goldfarb & Joshua Gans & Ajay Agrawal, 2018. "Economic Policy for Artificial Intelligence," Working Papers id:12798, eSocialSciences.
    20. Cegarra-Navarro, Juan Gabriel & Papa, Armando & Garcia-Perez, Alexeis & Fiano, Fabio, 2019. "An open-minded strategy towards eco-innovation: A key to sustainable growth in a global enterprise," Technological Forecasting and Social Change, Elsevier, vol. 148(C).
    21. Taylor, Curtis & Wagman, Liad, 2014. "Consumer privacy in oligopolistic markets: Winners, losers, and welfare," International Journal of Industrial Organization, Elsevier, vol. 34(C), pages 80-84.
    22. Loertscher, Simon & Marx, Leslie M., 2020. "Digital monopolies: Privacy protection or price regulation?," International Journal of Industrial Organization, Elsevier, vol. 71(C).
    23. Bleier, Alexander & Goldfarb, Avi & Tucker, Catherine, 2020. "Consumer privacy and the future of data-based innovation and marketing," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 466-480.
    24. Avi Goldfarb & Catherine Tucker, 2012. "Shifts in Privacy Concerns," American Economic Review, American Economic Association, vol. 102(3), pages 349-353, May.
    25. Lesley Chiou & Catherine Tucker, 2017. "Search Engines and Data Retention: Implications for Privacy and Antitrust," NBER Working Papers 23815, National Bureau of Economic Research, Inc.
    26. Sahni, Navdeep S. & Wheeler, S. Christian & Chintagunta, Pradeep, 2016. "Personalization in Email Marketing: The Role of Non-informative Advertising Content," Research Papers 3409, Stanford University, Graduate School of Business.
    27. Chiara Conti & Pierfrancesco Reverberi, 2019. "Price discrimination and product quality under opt-in privacy regulation," DIAG Technical Reports 2019-07, Department of Computer, Control and Management Engineering, Universita' degli Studi di Roma "La Sapienza".
    28. Jian Jia & Ginger Zhe Jin & Liad Wagman, 2021. "The Short-Run Effects of the General Data Protection Regulation on Technology Venture Investment," Marketing Science, INFORMS, vol. 40(4), pages 661-684, July.
    29. Jian Jia & Ginger Zhe Jin & Liad Wagman, 2018. "The Short-Run Effects of GDPR on Technology Venture Investment," NBER Working Papers 25248, National Bureau of Economic Research, Inc.
    30. Miremad Soleymanian & Charles B. Weinberg & Ting Zhu, 2019. "Sensor Data and Behavioral Tracking: Does Usage-Based Auto Insurance Benefit Drivers?," Marketing Science, INFORMS, vol. 38(1), pages 21-43, January.
    31. Blind, Knut & Niebel, Crispin Miles & Rammer, Christian, 2022. "The impact of the EU General Data Protection Regulation on innovation in firms," ZEW Discussion Papers 22-047, ZEW - Leibniz Centre for European Economic Research.
    32. Anja Lambrecht & Avi Goldfarb & Alessandro Bonatti & Anindya Ghose & Daniel Goldstein & Randall Lewis & Anita Rao & Navdeep Sahni & Song Yao, 2014. "How do firms make money selling digital goods online?," Marketing Letters, Springer, vol. 25(3), pages 331-341, September.
    33. Erik Marel & Martina Francesca Ferracane, 2021. "Do data policy restrictions inhibit trade in services?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 157(4), pages 727-776, November.
    34. Yi Qian & Hui Xie, 2015. "Drive More Effective Data-Based Innovations: Enhancing the Utility of Secure Databases," Management Science, INFORMS, vol. 61(3), pages 520-541, March.
    35. Conti, Chiara & Reverberi, Pierfrancesco, 2021. "Price discrimination and product quality under opt-in privacy regulation," Information Economics and Policy, Elsevier, vol. 55(C).
    36. Amalia R. Miller & Catherine Tucker, 2013. "Active Social Media Management: The Case of Health Care," Information Systems Research, INFORMS, vol. 24(1), pages 52-70, March.

  23. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2010. "Entrepreneurial Finance and the Flat-World Hypothesis: Evidence from Crowd-Funding Entrepreneurs in the Arts," Working Papers 10-08, NET Institute, revised Sep 2010.

    Cited by:

    1. Othmar M. Lehner, 2013. "Crowdfunding social ventures: a model and research agenda," Venture Capital, Taylor & Francis Journals, vol. 15(4), pages 289-311, October.
    2. Stéphane Onnee & Sophie Renault, 2015. "Crowdfunding: principles, trends and issues," Post-Print hal-01712731, HAL.
    3. Butticè, Vincenzo & Colombo, Massimo G. & Fumagalli, Elena & Orsenigo, Carlotta, 2019. "Green oriented crowdfunding campaigns: Their characteristics and diffusion in different institutional settings," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 85-97.
    4. Wessel, Michael & Thies, Ferdinand & Benlian, Alexander, 2015. "The Effects of Relinquishing Control in Platform Ecosystems: Implications from a Policy Change on Kickstarter," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 75205, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    5. Tang, Xiaobo & Yao, Xingyuan & Dai, Ruyi & Wang, Qian, 2024. "Does green matter for crowdfunding? International evidence," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 92(C).
    6. Alin-Cristian Joiţa & Floarea Năstase, 2014. "Seeding Phase Software Architecture Model For Virtual Business Incubators," Romanian Economic Business Review, Romanian-American University, vol. 8(2), pages 474-487, December.
    7. Kamatham, Sri Harsha & Pahwa, Parneet & Jiang, Juncai & Kumar, Nanda, 2021. "Effect of appeal content on fundraising success and donor behavior," Journal of Business Research, Elsevier, vol. 125(C), pages 827-839.
    8. Joanna Woronkowicz & Douglas S. Noonan, 2019. "Who Goes Freelance? The Determinants of Self-Employment for Artists," Entrepreneurship Theory and Practice, , vol. 43(4), pages 651-672, July.
    9. Isabelle Calmé & Stéphane Onnee & Eric-Alain Zoukoua, 2016. "La foule : un nouvel acteur dans l’accompagnement à la création d’entreprises," Post-Print hal-01712712, HAL.
    10. Jessica Sherrod Hale & Joanna Woronkowicz, 2021. "Artists as public sector intrapreneurs: an experiment," Small Business Economics, Springer, vol. 57(2), pages 653-666, August.
    11. Wierzbicka Katarzyna, 2018. "Crowdfunding as an Alternative Method of Raising Capital," Financial Internet Quarterly (formerly e-Finanse), Sciendo, vol. 14(4), pages 56-66, December.

  24. Chris Forman & Avi Goldfarb & Shane Greenstein, 2009. "The Internet and Local Wages: Convergence or Divergence?," NBER Working Papers 14750, National Bureau of Economic Research, Inc.

    Cited by:

    1. Arthur Grimes & Cleo Ren & Philip Stevens, 2012. "The need for speed: impacts of internet connectivity on firm productivity," Journal of Productivity Analysis, Springer, vol. 37(2), pages 187-201, April.
    2. Michelle Connolly & James Prieger, 2009. "Economics at the FCC, 2008–2009: Broadband and Merger Review," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 35(4), pages 387-417, December.
    3. Bronwyn HOWELL & Arthur GRIMES, 2010. "Productivity Questions for Public Sector Fast Fibre Network Financiers," Communications & Strategies, IDATE, Com&Strat dept., vol. 1(78), pages 127-146, 2nd quart.
    4. Nikolas Zolas & Zachary Kroff & Erik Brynjolfsson & Kristina McElheran & David Beede & Catherine Buffington & Nathan Goldschlag & Lucia Foster & Emin Dinlersoz, 2020. "Advanced Technologies Adoption and Use by U.S. Firms: Evidence from the Annual Business Survey," Working Papers 20-40, Center for Economic Studies, U.S. Census Bureau.
    5. Axenbeck, Janna & Breithaupt, Patrick, 2022. "Measuring the digitalisation of firms: A novel text mining approach," ZEW Discussion Papers 22-065, ZEW - Leibniz Centre for European Economic Research.
    6. Nicholas Bloom & Raffaella Sadun & John Van Reenen, 2007. "Americans Do I.T. Better: US Multinationals and the Productivity Miracle," NBER Working Papers 13085, National Bureau of Economic Research, Inc.
    7. Ivan T. Kandilov & Mitch Renkow, 2010. "Infrastructure Investment and Rural Economic Development: An Evaluation of USDA's Broadband Loan Program," Growth and Change, Wiley Blackwell, vol. 41(2), pages 165-191, June.

  25. Avi Goldfarb & Mo Xiao, 2008. "Who thinks about the competition? Managerial ability and strategic entry in US local telephone markets," Working Papers 08-21, NET Institute, revised Oct 2008.

    Cited by:

    1. Xiaoyu Xia & Juin Kuan Chong, 2022. "No Magic for Market Entry in the Field: Evidence from Taxi Markets," Management Science, INFORMS, vol. 68(6), pages 4670-4684, June.
    2. Brett R. Gordon & Raphael Thomadsen & Eric T. Bradlow & Jean-Pierre Dubé & Richard Staelin, 2011. "Foreword --Revisiting the Workshop on Quantitative Marketing and Structural Econometrics," Marketing Science, INFORMS, vol. 30(6), pages 945-949, November.
    3. Victor Aguirregabiria & Arvind Magesan, 2012. "Identification and estimation of dynamic games when players' beliefs are not in equilibrium," Working Papers tecipa-449, University of Toronto, Department of Economics.
    4. Bourreau, Marc & Grzybowski, Lukasz & Hasbi, Maude, 2019. "Unbundling the incumbent and deployment of high-speed internet: Evidence from France," International Journal of Industrial Organization, Elsevier, vol. 67(C).
    5. Kyle Wilson, 2015. "Investment, Subsidies, and Universal Service: Broadband Internet in the United States," Working Papers 15-09, NET Institute.
    6. Xinyuan Liu & Zaiyan Wei & Mo Xiao, 2020. "Platform Mispricing and Lender Learning in Peer-to-Peer Lending," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 56(2), pages 281-314, March.
    7. Vincent P. Crawford & Miguel A. Costa-Gomes & Nagore Iriberri, 2013. "Structural Models of Nonequilibrium Strategic Thinking: Theory, Evidence, and Applications," Journal of Economic Literature, American Economic Association, vol. 51(1), pages 5-62, March.
    8. Hollenbeck, Brett & Giroldo, Renato, 2020. "Winning Big: Scale and Success in Retail Entrepreneurship," MPRA Paper 100766, University Library of Munich, Germany.
    9. Victor Aguirregabiria, 2021. "Identification of firms’ beliefs in structural models of market competition," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 54(1), pages 5-33, February.
    10. Thomas Peeters & Steven Salaga & Matthew Juravich, 2015. "Matching and Winning? The Impact of Upper and Middle Managers on Team Performance in Major League Baseball," Tinbergen Institute Discussion Papers 15-115/VII, Tinbergen Institute, revised 03 Mar 2020.
    11. John List & Ian Muir & Devin Pope & Gregory Sun, 2023. "Left-Digit Bias at Lyft," Natural Field Experiments 00771, The Field Experiments Website.
    12. Vincent P. Crawford & Miguel A. Costa-Gomes & Nagore Iriberri, 2010. "Strategic Thinking," Levine's Working Paper Archive 661465000000001148, David K. Levine.
    13. Wei Zhou & Zidong Wang, 2020. "Competing for Search Traffic in Query Markets: Entry Strategy, Platform Design, and Entrepreneurship," Working Papers 20-12, NET Institute.
    14. Ali Hortacsu & Olivia R. Natan & Hayden Parsley & Timothy Schwieg & Kevin R. Williams, 2021. "Organizational Structure and Pricing: Evidence from a Large U.S. Airline," Cowles Foundation Discussion Papers 2312, Cowles Foundation for Research in Economics, Yale University.
    15. Michele Fioretti, 2022. "Caring or Pretending to Care? Social Impact, Firms' Objectives, and Welfare (former title: Social Responsibility and Firm's Objectives)," SciencePo Working papers hal-03393065, HAL.
    16. Stefano Galavotti & Luigi Moretti & Paola Valbonesi, 2014. "Sophisticated Bidders In Beauty-Contest Auctions," "Marco Fanno" Working Papers 0187, Dipartimento di Scienze Economiche "Marco Fanno".
    17. Nathan Canen & Jacob Schwartz & Kyungchul Song, 2020. "Estimating local interactions among many agents who observe their neighbors," Quantitative Economics, Econometric Society, vol. 11(3), pages 917-956, July.
    18. Palacios-Huerta, Ignacio & Parkes, David C. & Steinberg, Richard, 2024. "Combinatorial auctions in practice," LSE Research Online Documents on Economics 124108, London School of Economics and Political Science, LSE Library.
    19. Benjamin Patrick Evans & Mikhail Prokopenko, 2024. "Bounded rationality for relaxing best response and mutual consistency: the quantal hierarchy model of decision making," Theory and Decision, Springer, vol. 96(1), pages 71-111, February.
    20. Yan Xu & Jian Ni, 2022. "Entrepreneurial Learning and Disincentives in Crowdfunding Markets," Management Science, INFORMS, vol. 68(9), pages 6819-6864, September.
    21. Victor Aguirregabiria & Allan Collard-Wexler & Stephen P. Ryan, 2021. "Dynamic Games in Empirical Industrial Organization," Working Papers tecipa-706, University of Toronto, Department of Economics.
    22. Victor Aguirregabiria & Jihye Jeon, 2020. "Firms’ Beliefs and Learning: Models, Identification, and Empirical Evidence," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 56(2), pages 203-235, March.
    23. Yuan Gao & Dokyun Lee & Gordon Burtch & Sina Fazelpour, 2024. "Take Caution in Using LLMs as Human Surrogates: Scylla Ex Machina," Papers 2410.19599, arXiv.org, revised Nov 2024.
    24. Aguirregabiria, Victor & Guiton, Francis, 2022. "Decentralized Decision-Making in Retail Chains: Evidence from Inventory Management," CEPR Discussion Papers 17149, C.E.P.R. Discussion Papers.
    25. Nicola Lacetera & Claudio A. Piga & Lorenzo Zirulia, 2021. "Sticky Price for Declining Risk? Business Strategies with “Behavioral” Customers in the Hotel Industry," NBER Working Papers 28456, National Bureau of Economic Research, Inc.
    26. Ying Fan & Xiao Mo, 2010. "Estimating the Option Value of Waiting: A Dynamic Entry Game of the U.S. Local Telephone Competition," Working Papers 10-14, NET Institute.
    27. Michelle Alexopoulos & Trevor Tombe, 2010. "Management Matters," Working Papers tecipa-406, University of Toronto, Department of Economics.
    28. Naoaki Minamihashi, 2012. "Natural Monopoly and Distorted Competition: Evidence from Unbundling Fiber-Optic Networks," Staff Working Papers 12-26, Bank of Canada.
    29. Pradeep K. Chintagunta & Harikesh S. Nair, 2011. "Structural Workshop Paper --Discrete-Choice Models of Consumer Demand in Marketing," Marketing Science, INFORMS, vol. 30(6), pages 977-996, November.
    30. Erhao Xie, 2022. "Nonparametric Identification of Incomplete Information Discrete Games with Non-equilibrium Behaviors," Staff Working Papers 22-22, Bank of Canada.
    31. Nagel, Rosemarie & Bühren, Christoph & Frank, Björn, 2017. "Inspired and inspiring: Hervé Moulin and the discovery of the beauty contest game," Mathematical Social Sciences, Elsevier, vol. 90(C), pages 191-207.
    32. An, Yonghong, 2017. "Identification of first-price auctions with non-equilibrium beliefs: A measurement error approach," Journal of Econometrics, Elsevier, vol. 200(2), pages 326-343.
    33. Yung, Kenneth & Nguyen, Trung, 2020. "Managerial ability, product market competition, and firm behavior," International Review of Economics & Finance, Elsevier, vol. 70(C), pages 102-116.
    34. Mattia Nardotto & Tommaso Valletti & Frank Verboven, 2015. "Unbundling The Incumbent: Evidence From Uk Broadband," Journal of the European Economic Association, European Economic Association, vol. 13(2), pages 330-362, April.
    35. Marc Bourreau & Lukasz Grzybowski & Ángela Muñoz-Acevedo, 2023. "The Efficiency of State Aid for the Deployment of High-Speed Broadband: Evidence from the French Markets," CESifo Working Paper Series 10440, CESifo.
    36. Ying Fan & Mo Xiao, 2015. "Competition and subsidies in the deregulated US local telephone industry," RAND Journal of Economics, RAND Corporation, vol. 46(4), pages 751-776, October.
    37. Jonas Hjort & Vinayak Iyer & Golvine de Rochambeau, 2020. "Informational Barriers to Market Access: Experimental Evidence from Liberian Firms," SciencePo Working papers hal-03389180, HAL.
    38. Alexander L. Brown & Colin F. Camerer & Dan Lovallo, 2012. "To Review or Not to Review? Limited Strategic Thinking at the Movie Box Office," American Economic Journal: Microeconomics, American Economic Association, vol. 4(2), pages 1-26, May.
    39. Botao Yang & Sha Yang & Shantanu Dutta, 2022. "Platform Service Offering to Business Customers: Strategic Considerations in Engendering Seller Use of Marketing Tools," Marketing Science, INFORMS, vol. 41(2), pages 361-379, March.
    40. Kenneth Yung & Chen Chen, 2018. "Managerial ability and firm risk-taking behavior," Review of Quantitative Finance and Accounting, Springer, vol. 51(4), pages 1005-1032, November.
    41. David Gill & Victoria Prowse, 2014. "Cognitive ability, character skills, and learning to play equilibrium: A level-k analysis," Economics Series Working Papers 712, University of Oxford, Department of Economics.
    42. Alina Ferecatu & Arnaud De Bruyn, 2022. "Understanding Managers’ Trade-Offs Between Exploration and Exploitation," Marketing Science, INFORMS, vol. 41(1), pages 139-165, January.
    43. Stefano DellaVigna & Matthew Gentzkow, 2017. "Uniform Pricing in US Retail Chains," NBER Working Papers 23996, National Bureau of Economic Research, Inc.
    44. Li, Xiaolin & Özer, Özalp & Subramanian, Upender, 2022. "Are we strategically naïve or guided by trust and trustworthiness in cheap-talk communication?," LSE Research Online Documents on Economics 107103, London School of Economics and Political Science, LSE Library.
    45. Ali Hortacsu & Olivia R. Natan & Hayden Parsley & Timothy Schwieg & Kevin R. Williams, 2021. "Organizational Structure and Pricing: Evidence from a Large U.S. Airline," Cowles Foundation Discussion Papers 2312R4, Cowles Foundation for Research in Economics, Yale University, revised Jun 2023.
    46. Khoo, Joye & (Wai Kong) Cheung, Adrian, 2022. "Managerial ability and debt maturity," Journal of Contemporary Accounting and Economics, Elsevier, vol. 18(1).
    47. Aguirregabiria Victor & Xie Erhao, 2021. "Identification of Non-Equilibrium Beliefs in Games of Incomplete Information Using Experimental Data," Journal of Econometric Methods, De Gruyter, vol. 10(1), pages 1-26, January.
    48. Ulrike Malmendier, 2018. "Behavioral Corporate Finance," NBER Working Papers 25162, National Bureau of Economic Research, Inc.
    49. Xiaolin Li & Özalp Özer & Upender Subramanian, 2022. "Are We Strategically Naïve or Guided by Trust and Trustworthiness in Cheap-Talk Communication?," Management Science, INFORMS, vol. 68(1), pages 376-398, January.
    50. P Nivetha & S Sudhamathi, 2021. "Survival Strategies for Businesses during Covid-19 Lockdown," Shanlax International Journal of Management, Shanlax Journals, vol. 8(3), pages 79-82, January.
    51. Qiaowei Shen, 2014. "A Dynamic Model of Entry and Exit in a Growing Industry," Marketing Science, INFORMS, vol. 33(5), pages 712-724, September.
    52. Nathan Yang, 2011. "An Empirical Model of Industry Dynamics with Common Uncertainty and Learning from the Actions of Competitors," Working Papers 11-16, NET Institute.
    53. Tanjim Hossain & John Morgan, 2013. "When Do Markets Tip? A Cognitive Hierarchy Approach," Marketing Science, INFORMS, vol. 32(3), pages 431-453, May.
    54. Edoardo Gallo & Joseph Lee & Yohanes Eko Riyanto & Erwin Wong, 2023. "Cooperation and Cognition in Social Networks," Papers 2305.01209, arXiv.org.
    55. Naveen Kumar & Liangfei Qiu & Subodha Kumar, 2018. "Exit, Voice, and Response on Digital Platforms: An Empirical Investigation of Online Management Response Strategies," Information Systems Research, INFORMS, vol. 29(4), pages 849-870, December.
    56. Kyle Wilson, 2016. "Does Public Competition Crowd Out Private Investment? Evidence from Municipal Provision of Internet Access," Working Papers 16-16, NET Institute.
    57. Erin McGuire, 2021. "Entrepreneurial experience and firm exit over the business cycle," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 30(2), pages 308-337, May.
    58. Li, Shanjun & Liu, Yanyan & Deininger, Klaus, 2009. "How important are peer effects in group lending?: Estimating a static game of incomplete information," IFPRI discussion papers 940, International Food Policy Research Institute (IFPRI).
    59. Yingyao Hu & Yutaka Kayaba & Matt Shum, 2010. "Nonparametric Learning Rules from Bandit Experiments: The Eyes have it!," Economics Working Paper Archive 560, The Johns Hopkins University,Department of Economics.
    60. Erhao Xie, 2018. "Inference in Games Without Nash Equilibrium: An Application to Restaurants, Competition in Opening Hours," Staff Working Papers 18-60, Bank of Canada.
    61. Avi Goldfarb & Mo Xiao, 2024. "Transitory shocks, limited attention, and a firm’s decision to exit," Quantitative Marketing and Economics (QME), Springer, vol. 22(3), pages 223-255, September.
    62. Avi Goldfarb & Teck-Hua Ho & Wilfred Amaldoss & Alexander Brown & Yan Chen & Tony Cui & Alberto Galasso & Tanjim Hossain & Ming Hsu & Noah Lim & Mo Xiao & Botao Yang, 2012. "Behavioral models of managerial decision-making," Marketing Letters, Springer, vol. 23(2), pages 405-421, June.
    63. Benjamin Patrick Evans & Mikhail Prokopenko, 2021. "Bounded rationality for relaxing best response and mutual consistency: The Quantal Hierarchy model of decision-making," Papers 2106.15844, arXiv.org, revised Mar 2023.
    64. Alexander L. Brown & Colin F. Camerer & Dan Lovallo, 2013. "Estimating Structural Models of Equilibrium and Cognitive Hierarchy Thinking in the Field: The Case of Withheld Movie Critic Reviews," Management Science, INFORMS, vol. 59(3), pages 733-747, July.
    65. Wang, Zhongmin & Xu, Minbo, 2013. "Selling a Dollar for More Than a Dollar? Evidence from Online Penny Auctions," RFF Working Paper Series dp-13-15, Resources for the Future.
    66. Dina El Mahdy, 2020. "The unintended consequences of voluntary adoption of clawback provisions on managerial ability," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(4), pages 3493-3526, December.
    67. Wang, Zhongmin & Xu, Minbo, 2016. "Selling a dollar for more than a dollar? Evidence from online penny auctions," Information Economics and Policy, Elsevier, vol. 36(C), pages 53-68.
    68. Tony Haitao Cui & Yinghao Zhang, 2018. "Cognitive Hierarchy in Capacity Allocation Games," Management Science, INFORMS, vol. 64(3), pages 1250-1270, March.
    69. Shang, Chenguang, 2021. "Dare to play with fire? Managerial ability and the use of short-term debt," Journal of Corporate Finance, Elsevier, vol. 70(C).
    70. Gaganis, Chrysovalantis & Galariotis, Emilios & Pasiouras, Fotios & Tasiou, Menelaos, 2023. "Managerial ability and corporate greenhouse gas emissions," Journal of Economic Behavior & Organization, Elsevier, vol. 212(C), pages 438-453.
    71. Sheen S. Levine & Mark Bernard & Rosemarie Nagel, 2017. "Strategic Intelligence: The Cognitive Capability to Anticipate Competitor Behavior," Strategic Management Journal, Wiley Blackwell, vol. 38(12), pages 2390-2423, December.
    72. Xianjin Du & Meng Li & Brian Wu, 2019. "Incumbent repositioning with decision biases," Strategic Management Journal, Wiley Blackwell, vol. 40(12), pages 1984-2010, December.
    73. Minyu Shen & Feng Xiao & Weihua Gu & Hongbo Ye, 2024. "Cognitive Hierarchy in Day-to-day Network Flow Dynamics," Papers 2409.11908, arXiv.org.
    74. Fehr, Dietmar & Huck, Steffen, 2014. "Who knows it is a game? On strategic awareness and cognitive ability," Discussion Papers, Research Unit: Economics of Change SP II 2013-306r, WZB Berlin Social Science Center.
    75. Gill, David & Prowse, Victoria, 2012. "Cognitive ability and learning to play equilibrium: A level-k analysis," MPRA Paper 38317, University Library of Munich, Germany, revised 23 Apr 2012.
    76. Carl F. Mela, 2011. "Structural Workshop Paper --Data Selection and Procurement," Marketing Science, INFORMS, vol. 30(6), pages 965-976, November.
    77. Sadeen Ghafoor & Weidong Huo & Man Wang & Yunjiang Geng & Muhammad Zulfiqar & Muhammad Usman Yousaf, 2024. "Unique types and innovation input of family firm CEOs: moderating role of managerial ability in Chinese listed firms," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    78. Ali Hortaçsu & Fernando Luco & Steven L. Puller & Dongni Zhu, 2017. "Does Strategic Ability Affect Efficiency? Evidence from Electricity Markets," NBER Working Papers 23526, National Bureau of Economic Research, Inc.
    79. Connolly Michelle & Prieger James E., 2013. "A Basic Analysis of Entry and Exit in the US Broadband Market, 2005–2008," Review of Network Economics, De Gruyter, vol. 12(3), pages 229-270, September.
    80. Yalin Jiang & Wei Cai & Yu Wang, 2024. "Change starts within: does managerial ability matter to green innovation?," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    81. Xiaohu Qian & Shu-Cherng Fang & Min Huang & Tiantian Nie & Xingwei Wang, 2019. "Bidding Decisions with Nonequilibrium Strategic Thinking in Reverse Auctions," Group Decision and Negotiation, Springer, vol. 28(4), pages 757-786, August.
    82. Dimitris Batzilis & Sonia Jaffe & Steven Levitt & John A. List & Jeffrey Picel, 2019. "Behavior in Strategic Settings: Evidence from a Million Rock-Paper-Scissors Games," Games, MDPI, vol. 10(2), pages 1-34, April.
    83. Andrew Caplin & David J. Deming & Søren Leth-Petersen & Ben Weidmann, 2023. "Economic Decision-Making Skill Predicts Income in Two Countries," NBER Working Papers 31674, National Bureau of Economic Research, Inc.
    84. Yuxin Chen & Ozge Turut, 2018. "Entry deterrence/accommodation with imperfect strategic thinking capability," Quantitative Marketing and Economics (QME), Springer, vol. 16(2), pages 175-207, June.

  26. Avi Goldfarb & Qiang Lu & Sridhar Moorthy, 2007. "Measuring Brand Value in an Equilibrium Framework," Food Marketing Policy Center Research Reports 099, University of Connecticut, Department of Agricultural and Resource Economics, Charles J. Zwick Center for Food and Resource Policy.

    Cited by:

    1. Jiang, Renna & Manchanda, Puneet & Rossi, Peter E., 2009. "Bayesian analysis of random coefficient logit models using aggregate data," Journal of Econometrics, Elsevier, vol. 149(2), pages 136-148, April.
    2. Chen Zhou & Shrihari Sridhar & Rafael Becerril-Arreola & Tony Haitao Cui & Yan Dong, 2019. "Promotions as competitive reactions to recalls and their consequences," Journal of the Academy of Marketing Science, Springer, vol. 47(4), pages 702-722, July.
    3. Travis Tae Oh & Kevin Lane Keller & Scott A. Neslin & David J. Reibstein & Donald R. Lehmann, 2020. "The past, present, and future of brand research," Marketing Letters, Springer, vol. 31(2), pages 151-162, September.
    4. Chu, Junhong, 2013. "Quantifying nation equity with sales data: A structural approach," International Journal of Research in Marketing, Elsevier, vol. 30(1), pages 19-35.
    5. L von Auer & M Trede, 2012. "The dynamics of brand equity: a hedonic regression approach to the laser printer market," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 63(10), pages 1351-1362, October.
    6. Baye, Michael R. & De los Santos, Babur & Wildenbeest, Matthijs R., 2016. "What’s in a name? Measuring prominence and its impact on organic traffic from search engines," Information Economics and Policy, Elsevier, vol. 34(C), pages 44-57.
    7. Awi Federgruen & Ming Hu, 2016. "Technical Note—Sequential Multiproduct Price Competition in Supply Chain Networks," Operations Research, INFORMS, vol. 64(1), pages 135-149, February.
    8. Ron Shachar & Tülin Erdem & Keisha M. Cutright & Gavan J. Fitzsimons, 2011. "Brands: The Opiate of the Nonreligious Masses?," Marketing Science, INFORMS, vol. 30(1), pages 92-110, 01-02.
    9. Abdul Hameed & Muhammad Ayub Khan Maher & Akhtiar Ali & Mohammad Mohsin Khan, 2019. "Trend Of Dividends Disappearing And Reappearing In Pakistani Listed Firms," IBT Journal of Business Studies (JBS), Ilma University, Faculty of Management Science, vol. 15(1), pages 112-122.
    10. T. Tony Ke & Jiwoong Shin & Jungju Yu, 2023. "A Model of Product Portfolio Design: Guiding Consumer Search Through Brand Positioning," Marketing Science, INFORMS, vol. 42(6), pages 1101-1124, November.
    11. Bart J. Bronnenberg & Jean-Pierre Dubé & Matthew Gentzkow & Jesse M. Shapiro, 2014. "Do Pharmacists Buy Bayer? Informed Shoppers and the Brand Premium," NBER Working Papers 20295, National Bureau of Economic Research, Inc.
    12. Robert W. Palmatier & Andrew T. Crecelius, 2019. "The “first principles” of marketing strategy," AMS Review, Springer;Academy of Marketing Science, vol. 9(1), pages 5-26, June.
    13. Ron N. Borkovsky & Avi Goldfarb & Avery M. Haviv & Sridhar Moorthy, 2017. "Measuring and Understanding Brand Value in a Dynamic Model of Brand Management," Marketing Science, INFORMS, vol. 36(4), pages 471-499, July.
    14. Neil Thomas Bendle & Moeen Naseer Butt, 2018. "The Misuse of Accounting-Based Approximations of Tobin’s q in a World of Market-Based Assets," Marketing Science, INFORMS, vol. 37(3), pages 484-504, May.
    15. Hitoshi Hayakawa & Susumu Imai & Kazuko Nakata, 2018. "Empirical Analysis of Brands: A Survey," The Japanese Economic Review, Springer, vol. 69(3), pages 324-339, September.
    16. Che, X. & Katayama, H. & Lee, P., 2020. "Willingness to Pay for Brand Reputation: Lessons from the Volkswagen Diesel Emissions Scandal," Working Papers 20/02, Department of Economics, City University London.
    17. Robert Clark & Yiran Gong, 2021. "Why Do Some New Products Fail? Evidence from the Entry and Exit of Vanilla Coke," Working Paper 1475, Economics Department, Queen's University.
    18. Michael R. Baye & Babur De los Santos & Matthijs R. Wildenbeest, 2013. "Search Engine Optimization: What Drives Organic Traffic to Retail Sites?," Working Papers 2013-02, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
    19. Wilfred Amaldoss & Sanjay Jain, 2015. "Branding Conspicuous Goods: An Analysis of the Effects of Social Influence and Competition," Management Science, INFORMS, vol. 61(9), pages 2064-2079, September.
    20. Chu, Yanlai & Chu, Junhong & Liu, Hongju, 2021. "The impact of mergers and acquisitions on brand equity: A structural analysis," International Journal of Research in Marketing, Elsevier, vol. 38(3), pages 615-638.
    21. Yupin Yang & Mengze Shi & Avi Goldfarb, 2009. "Estimating the Value of Brand Alliances in Professional Team Sports," Marketing Science, INFORMS, vol. 28(6), pages 1095-1111, 11-12.
    22. Muhammad Adnan Bashir & Syed Muhammad Faheem & Masood Hassan & Waseem Akhtar Shaikh, 2019. "Impact Of Brand Equity On Consumer Brand Preference And Brand Purchase Intention," IBT Journal of Business Studies (JBS), Ilma University, Faculty of Management Science, vol. 15(1), pages 138-148.
    23. Datta, Hannes & Ailawadi, Kusum L. & van Heerde, H.J., 2016. "How well does consumer-based brand equity align with sales-based brand equity and marketing mix response?," Other publications TiSEM 341e600f-af04-42e7-9668-a, Tilburg University, School of Economics and Management.
    24. Maria Ana Vitorino, 2014. "Understanding the Effect of Advertising on Stock Returns and Firm Value: Theory and Evidence from a Structural Model," Management Science, INFORMS, vol. 60(1), pages 227-245, January.
    25. Hollenbeck, Brett, 2018. "Online Reputation Mechanisms and the Decreasing Value of Chain Affliation," MPRA Paper 91573, University Library of Munich, Germany.
    26. Federico Brunetti & Ilenia Confente & Hans Ruediger Kaufmann, 2019. "The human dimension of a brand influences brand equity: an empirical examination in the context of a luxury and a convenience brand," Journal of Brand Management, Palgrave Macmillan, vol. 26(6), pages 634-645, November.
    27. Ailawadi, K.H. & Bradlow, E.T. & Draganska, M. & Nijs, V. & Rooderkerk, R.P. & Sudhir, K. & Wilbur, K.C. & Zhang, J., 2010. "Empirical models of manufacturer-retailer interaction : A review and agenda for future research," Other publications TiSEM 8cf81b4a-f2e9-485b-a5f5-9, Tilburg University, School of Economics and Management.
    28. Zsolt Sándor & Attila Szőcs & Matthijs R. Wildenbeest, 2024. "The impact of brand equity on profit premium in an equilibrium framework," Marketing Letters, Springer, vol. 35(3), pages 423-438, September.
    29. Kilian, Karsten & Müller, Michael, 2016. "Markencontrolling: Markenerfolg messbar machen," PraxisWISSEN Marketing: German Journal of Marketing, AfM – Arbeitsgemeinschaft für Marketing, vol. 1(01/2016), pages 1-21.
    30. Hiller, R. Scott & Savage, Scott J. & Waldman, Donald M., 2018. "Using aggregate market data to estimate patent value: An application to United States smartphones 2010 to 2015," International Journal of Industrial Organization, Elsevier, vol. 60(C), pages 1-31.

  27. Avi Goldfarb & Catherine Tucker, 2007. "Search Engine Advertising: Pricing Ads to Context," Working Papers 07-23, NET Institute, revised Sep 2007.

    Cited by:

    1. Dirk Bergemann & Alessandro Bonatti, 2010. "Targeting in Advertising Markets: Implications for Offline vs. Online Media," Levine's Working Paper Archive 661465000000000284, David K. Levine.
    2. Zsolt Katona & Miklos Sarvary, 2010. "The Race for Sponsored Links: Bidding Patterns for Search Advertising," Marketing Science, INFORMS, vol. 29(2), pages 199-215, 03-04.
    3. Anindya Ghose & Sha Yang, 2007. "An Empirical Analysis of Search Engine Advertising: Sponsored Search and Cross-Selling in Electronic Markets," Working Papers 07-35, NET Institute, revised Sep 2007.
    4. Yi Zhu & Kenneth C. Wilbur, 2008. "Strategic Bidding in Hybrid CPC/CPM Auctions," Working Papers 08-25, NET Institute, revised Oct 2008.
    5. Anindya Ghose & Sha Yang, 2009. "An Empirical Analysis of Search Engine Advertising: Sponsored Search in Electronic Markets," Management Science, INFORMS, vol. 55(10), pages 1605-1622, October.
    6. Kenneth C. Wilbur & Yi Zhu, 2009. "Click Fraud," Marketing Science, INFORMS, vol. 28(2), pages 293-308, 03-04.
    7. Sha Yang & Anindya Ghose, 2010. "Analyzing the Relationship Between Organic and Sponsored Search Advertising: Positive, Negative, or Zero Interdependence?," Marketing Science, INFORMS, vol. 29(4), pages 602-623, 07-08.
    8. Song Yao & Carl F. Mela, 2008. "A Dynamic Model of Sponsored Search Advertising," Working Papers 08-16, NET Institute, revised Sep 2008.

  28. Ajay K. Agrawal & Avi Goldfarb, 2006. "Restructuring Research: Communication Costs and the Democratization of University Innovation," NBER Working Papers 12812, National Bureau of Economic Research, Inc.

    Cited by:

    1. Kim, E. Han & Morse, Adair & Zingales, Luigi, 2009. "Are elite universities losing their competitive edge?," Journal of Financial Economics, Elsevier, vol. 93(3), pages 353-381, September.
    2. S'andor Juh'asz & Zolt'an Elekes & Vir'ag Ily'es & Frank Neffke, 2024. "Colocation of skill related suppliers -- Revisiting coagglomeration using firm-to-firm network data," Papers 2405.07071, arXiv.org.
    3. Sen Chai & Richard B. Freeman, 2019. "Temporary colocation and collaborative discovery: Who confers at conferences," Strategic Management Journal, Wiley Blackwell, vol. 40(13), pages 2138-2164, December.
    4. Andrews, Michael J. & Whalley, Alexander, 2022. "150 years of the geography of innovation," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    5. Ajay Agrawal & Joshua S. Gans & Scott Stern, 2021. "Enabling Entrepreneurial Choice," Management Science, INFORMS, vol. 67(9), pages 5510-5524, September.
    6. Goyal, Sanjeev & Rosenkranz, Stephanie & Weitzel, Utz & Buskens, Vincent, 2014. "Individual Search and Social Networks," Climate Change and Sustainable Development 172705, Fondazione Eni Enrico Mattei (FEEM).
    7. Katrin Hussinger & Lorenzo Palladini, 2024. "Information accessibility and knowledge creation: impact of Google’s withdrawal from China on scientific research," DEM Discussion Paper Series 24-05, Department of Economics at the University of Luxembourg.
    8. Clément Bosquet & Pierre-Philippe Combes, 2013. "Do large departments make academics more productive? Agglomeration and peer effects in research," Working Papers hal-03460912, HAL.
    9. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Working Papers 20036, National Bureau of Economic Research, Inc.
    10. Fernanda L. L. de Leon & Ben McQuillin, 2014. "The Role of Conferences on the Pathway to Academic Impact: Evidence from a Natural Experiment," Studies in Economics 1408, School of Economics, University of Kent.
    11. Büttner, Benjamin & Firat, Murat & Raiteri, Emilio, 2022. "Patents and knowledge diffusion," Research Policy, Elsevier, vol. 51(10).
    12. Paunov, Caroline & Rollo, Valentina, 2016. "Has the Internet Fostered Inclusive Innovation in the Developing World?," World Development, Elsevier, vol. 78(C), pages 587-609.
    13. Joshua S. Gans & Fiona Murray, 2013. "Credit History: The Changing Nature of Scientific Credit," NBER Working Papers 19538, National Bureau of Economic Research, Inc.
    14. Jorge Guzman & Fiona Murray & Scott Stern & Heidi Williams, 2023. "Accelerating Innovation Ecosystems: The Promise and Challenges of Regional Innovation Engines," NBER Chapters, in: Entrepreneurship and Innovation Policy and the Economy, volume 3, pages 9-75, National Bureau of Economic Research, Inc.
    15. Andrea Morescalchi & Fabio Pammolli & Orion Penner & Petersen Alexander M. & Massimo Riccaboni, 2013. "Networks of innovators within and across borders. Evidence from patent data," Working Papers 4/2013, IMT School for Advanced Studies Lucca, revised Aug 2013.
    16. Dubois, Pierre & Rochet, Jean-Charles & Schlenker, Jean-Marc, 2010. "Productivity and Mobility in Academic Research: Evidence from Mathematicians," IDEI Working Papers 606, Institut d'Économie Industrielle (IDEI), Toulouse, revised Mar 2013.
    17. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    18. Avi Goldfarb & Shane M. Greenstein & Catherine E. Tucker, 2015. "Introduction to "Economic Analysis of the Digital Economy"," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 1-17, National Bureau of Economic Research, Inc.
    19. Henry Delcamp & Aija Leiponen, 2012. "Innovating Standards through Informal Consortia: The Case of Wireless Telecommunications," NBER Chapters, in: Standards, Patents and Innovations, National Bureau of Economic Research, Inc.
    20. Prince, Jeffrey T. & Simon, Daniel H., 2009. "Has the Internet accelerated the diffusion of new products?," Research Policy, Elsevier, vol. 38(8), pages 1269-1277, October.
    21. Barge-Gil, Andrés & López, Alberto, 2012. "R&D Determinants: accounting for the differences between research and development," MPRA Paper 41270, University Library of Munich, Germany.
    22. Waldinger, Fabian, 2012. "Peer effects in science: evidence from the dismissal of scientists in Nazi Germany," LSE Research Online Documents on Economics 68323, London School of Economics and Political Science, LSE Library.
    23. Waverly W. Ding & Sharon G. Levin & Paula E. Stephan & Anne E. Winkler, 2010. "The Impact of Information Technology on Academic Scientists' Productivity and Collaboration Patterns," Management Science, INFORMS, vol. 56(9), pages 1439-1461, September.
    24. Clément Bosquet & Pierre-Philippe Combes, 2015. "Do large departments make academics more productive? Sorting and agglomeration economies in research," THEMA Working Papers 2015-16, THEMA (THéorie Economique, Modélisation et Applications), Université de Cergy-Pontoise.
    25. Rosell, Carlos & Agrawal, Ajay, 2009. "Have university knowledge flows narrowed?: Evidence from patent data," Research Policy, Elsevier, vol. 38(1), pages 1-13, February.
    26. Ajay K. Agrawal & Iain M. Cockburn & Alberto Galasso & Alexander Oettl, 2012. "Why are Some Regions More Innovative than Others? The Role of Firm Size Diversity," NBER Working Papers 17793, National Bureau of Economic Research, Inc.
    27. Alessandra Allocca, 2023. "“No Man is an Island”: An Empirical Study on Team Formation and Performance," Rationality and Competition Discussion Paper Series 389, CRC TRR 190 Rationality and Competition.
    28. Antonelli, Cristiano, 2017. "Digital Knowledge Generation and the Appropriability Trade-Off," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201713, University of Turin.
    29. Ding, Waverly W. & Levin, Sharon G. & Stephan, Paula E. & Winkler, Ann E., 2009. "The Impact of Information Technology on Scientists’ Productivity, Quality and Collaboration Patterns," Institute for Research on Labor and Employment, Working Paper Series qt80n3512q, Institute of Industrial Relations, UC Berkeley.
    30. Emmanuelle Fauchart & Maya Bacache-Beauvallet & Marc Bourreau & François Moreau, 2022. "Do-It-Yourself or Do-It-Together: How digital technologies affect creating alone or with others?," Post-Print hal-03963602, HAL.
    31. Dubois, Pierre & Rochet, Jean-Charles & Schlenker, Jean-Marc, 2010. "What Does It Take to Become a Good Mathematician?," TSE Working Papers 10-160, Toulouse School of Economics (TSE).
    32. Barham, Bradford L. & Foltz, Jeremy D. & Prager, Daniel L., 2014. "Making time for science," Research Policy, Elsevier, vol. 43(1), pages 21-31.
    33. Yang, Xiuyun & Li, Min & Liang, Shanshan, 2024. "How consumers’ digital engagement affects regional innovation capacity in China?," Economic Modelling, Elsevier, vol. 139(C).
    34. Yu, Binbin, 2022. "The Impact of the Internet on Industrial Green Productivity: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    35. Richard J. Butler, 2007. "JRI, JF,and the Internet: Coauthors, New Authors, and Empirical Research," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 74(3), pages 713-737, September.
    36. Moritz Goldbeck, 2023. "Bit by Bit: Colocation and the Death of Distance in Software Developer Networks," Rationality and Competition Discussion Paper Series 422, CRC TRR 190 Rationality and Competition.
    37. Carillo, Maria Rosaria & Papagni, Erasmo & Sapio, Alessandro, 2013. "Do collaborations enhance the high-quality output of scientific institutions? Evidence from the Italian Research Assessment Exercise," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 47(C), pages 25-36.
    38. Asier Minondo, 2017. "Fundamental Versus Granular Comparative Advantage: An Analysis Using Chess Data," Kyklos, Wiley Blackwell, vol. 70(3), pages 425-455, August.
    39. Kathrin Wernsdorf & Markus Nagler & Martin Watzinger, 2020. "ICT, Collaboration, and Science-Based Innovation: Evidence from BITNET," CESifo Working Paper Series 8646, CESifo.
    40. Mikko Packalen, 2019. "Edge factors: scientific frontier positions of nations," Scientometrics, Springer;Akadémiai Kiadó, vol. 118(3), pages 787-808, March.
    41. Yiling Lin & Carl Benedikt Frey & Lingfei Wu, 2022. "Remote Collaboration Fuses Fewer Breakthrough Ideas," Papers 2206.01878, arXiv.org, revised Oct 2023.
    42. Sandor Juhasz & Zoltan Elekes & Virag Ilyes & Frank Neffke, 2024. "Colocation of skill related suppliers – Revisiting coagglomeration using firm-to-firm network data," Papers in Evolutionary Economic Geography (PEEG) 2416, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2024.
    43. Dushnitsky, Gary & Klueter, Thomas, 2017. "Which industries are served by online marketplaces for technology?," Research Policy, Elsevier, vol. 46(3), pages 651-666.
    44. Abhishek Nagaraj, 2018. "Does Copyright Affect Reuse? Evidence from Google Books and Wikipedia," Management Science, INFORMS, vol. 64(7), pages 3091-3107, July.
    45. Pierre Azoulay & Jeffrey L. Furman & Joshua L. Krieger & Fiona E. Murray, 2012. "Retractions," NBER Working Papers 18499, National Bureau of Economic Research, Inc.
    46. Jasjit Singh & Ajay K. Agrawal, 2010. "Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires," NBER Working Papers 15869, National Bureau of Economic Research, Inc.
    47. Benjamin F. Jones, 2021. "The Rise of Research Teams: Benefits and Costs in Economics," Journal of Economic Perspectives, American Economic Association, vol. 35(2), pages 191-216, Spring.
    48. Hu, Guangyuan & Ni, Rong & Tang, Li, 2022. "Do international nonstop flights foster influential research? Evidence from Sino-US scientific collaboration," Journal of Informetrics, Elsevier, vol. 16(4).
    49. Daniel Mietchen, 2014. "The Transformative Nature of Transparency in Research Funding," PLOS Biology, Public Library of Science, vol. 12(12), pages 1-3, December.
    50. Cristiano Antonelli & Chiara Franzoni & Aldo Geuna, 2011. "The Contributions of Economics to a Science of Science Policy," Chapters, in: Massimo G. Colombo & Luca Grilli & Lucia Piscitello & Cristina Rossi-Lamastra (ed.), Science and Innovation Policy for the New Knowledge Economy, chapter 1, Edward Elgar Publishing.
    51. Wernsdorf, Kathrin & Nagler, Markus & Watzinger, Martin, 2022. "ICT, Collaboration, and Innovation: Evidence from BITNET," CEPR Discussion Papers 17179, C.E.P.R. Discussion Papers.
    52. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    53. Sultan Orazbayev, 2017. "International knowledge flows and the administrative barriers to mobility," UCL SSEES Economics and Business working paper series 2017-1, UCL School of Slavonic and East European Studies (SSEES).
    54. Wei Cheng, 2022. "Productivity spillovers in endogenous coauthor networks," Empirical Economics, Springer, vol. 63(6), pages 3159-3183, December.
    55. Rachel Griffith & Helen Miller, 2011. "Innovation in China: the rise of Chinese inventors in the production of knowledge," IFS Working Papers W11/15, Institute for Fiscal Studies.
    56. Annamaria Conti & Christopher C. Liu, 2014. "The (Changing) Knowledge Production Function: Evidence from the MIT Department of Biology for 1970-2000," NBER Working Papers 20037, National Bureau of Economic Research, Inc.
    57. Murayama, Kota & Nirei, Makoto & Shimizu, Hiroshi, 2015. "Management of science, serendipity, and research performance: Evidence from a survey of scientists in Japan and the U.S," Research Policy, Elsevier, vol. 44(4), pages 862-873.
    58. Fan, Ying, 2023. "Collaborative integration, workplace flexibility and scholarly productivity: Evidence from the COVID-19 outbreak," The Quarterly Review of Economics and Finance, Elsevier, vol. 87(C), pages 1-15.
    59. Raquel Campos & Fernanda L. L. de Leon & Ben McQuillin, 2017. "Lost in the Storm: The Academic Collaborations that Went Missing in Hurricane Isaac," Studies in Economics 1707, School of Economics, University of Kent.
    60. Christian Catalini & Christian Fons-Rosen & Patrick Gaulé, 2016. "Did cheaper flights change the direction of science?," Economics Working Papers 1520, Department of Economics and Business, Universitat Pompeu Fabra.
    61. Winkler Anne E. & Glanzel Wolfang & Levin Sharon & Stephan Paula, 2011. "The Diffusion of Information Technology and the Increased Propensity of Teams to Transcend Institutional and National Borders," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 201110, University of Turin.
    62. Salome Baslandze, 2015. "The Role of the IT Revolution in Knowledge Diffusion, Innovation and Reallocation," 2015 Meeting Papers 1488, Society for Economic Dynamics.
    63. Grant C. Black & Paula E. Stephan, 2010. "The Economics of University Science and the Role of Foreign Graduate Students and Postdoctoral Scholars," NBER Chapters, in: American Universities in a Global Market, pages 129-161, National Bureau of Economic Research, Inc.
    64. Haeussler, Carolin & Sauermann, Henry, 2020. "Division of labor in collaborative knowledge production: The role of team size and interdisciplinarity," Research Policy, Elsevier, vol. 49(6).
    65. Salome Baslandze, 2016. "The Role of the IT Revolution in Knowledge Di ffusion, Innovation and Reallocation," 2016 Meeting Papers 1509, Society for Economic Dynamics.
    66. John V. Gray & Enno Siemsen & Gurneeta Vasudeva, 2015. "Colocation Still Matters: Conformance Quality and the Interdependence of R&D and Manufacturing in the Pharmaceutical Industry," Management Science, INFORMS, vol. 61(11), pages 2760-2781, November.
    67. Agrawal, Ajay & Galasso, Alberto & Oettl, Alexander, 2014. "Roads and Innovation," CEPR Discussion Papers 10113, C.E.P.R. Discussion Papers.
    68. Ailian Zhang & Mengmeng Pan, 2020. "“Smart Process” of Medical Innovation: The Synergism Based on Network and Physical Space," IJERPH, MDPI, vol. 17(11), pages 1-17, May.
    69. Ajay K. Agrawal & John McHale & Alex Oettl, 2014. "Why Stars Matter," NBER Working Papers 20012, National Bureau of Economic Research, Inc.
    70. Long, Cheryl Xiaoning & Yi, Wei, 2024. "Information effects of high-speed rail: Evidence from patent citations in China," China Economic Review, Elsevier, vol. 84(C).
    71. Landon Kleis & Paul Chwelos & Ronald V. Ramirez & Iain Cockburn, 2012. "Information Technology and Intangible Output: The Impact of IT Investment on Innovation Productivity," Information Systems Research, INFORMS, vol. 23(1), pages 42-59, March.
    72. Jeffrey L. Furman & Scott Stern, 2011. "Climbing atop the Shoulders of Giants: The Impact of Institutions on Cumulative Research," American Economic Review, American Economic Association, vol. 101(5), pages 1933-1963, August.
    73. Maximilian Goethner & Michael Wyrwich, 2020. "Cross-faculty proximity and academic entrepreneurship: the role of business schools," The Journal of Technology Transfer, Springer, vol. 45(4), pages 1016-1062, August.
    74. Contigiani, Andrea & Testoni, Marco, 2023. "Geographic isolation, trade secrecy, and innovation," Research Policy, Elsevier, vol. 52(8).
    75. Don Drummond & Annette Ryan & Michael R. Veall, 2013. "Improving Canada's Productivity Performance: The Potential Contribution of Firm-level Productivity Research," International Productivity Monitor, Centre for the Study of Living Standards, vol. 26, pages 86-93, Fall.
    76. Alekseeva, Liudmila & Fontana, Silvia Dalla & Genc, Caroline & Ranjbar, Hedieh Rashidi, 2022. "From in-person to online: the new shape of the VC industry," SocArXiv 3pc4z, Center for Open Science.
    77. Benjamin Davies & Jason Gush & Shaun C. Hendy & Adam B. Jaffe, 2020. "Research Funding and Collaboration," NBER Working Papers 27916, National Bureau of Economic Research, Inc.
    78. Chris Forman, 2013. "How has information technology use shaped the geography of economic activity?," Chapters, in: Frank Giarratani & Geoffrey J.D. Hewings & Philip McCann (ed.), Handbook of Industry Studies and Economic Geography, chapter 10, pages 253-270, Edward Elgar Publishing.
    79. Lukas Kuld & John O’Hagan, 2018. "Rise of multi-authored papers in economics: Demise of the ‘lone star’ and why?," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(3), pages 1207-1225, March.
    80. Adam B. Jaffe & Benjamin F. Jones, 2014. "Introduction to "The Changing Frontier: Rethinking Science and Innovation Policy"," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 1-13, National Bureau of Economic Research, Inc.
    81. Ajay Agrawal & John McHale & Alexander Oettl, 2013. "Collaboration, Stars, and the Changing Organization of Science: Evidence from Evolutionary Biology," NBER Working Papers 19653, National Bureau of Economic Research, Inc.
    82. Ajay Agrawal & Avi Goldfarb & Florenta Teodoridis, 2016. "Understanding the Changing Structure of Scientific Inquiry," American Economic Journal: Applied Economics, American Economic Association, vol. 8(1), pages 100-128, January.
    83. NAGAOKA, Sadao & 長岡, 貞男 & IGAMI, Masatsura & 伊神, 正貫 & WALSH, John P. & IJICHI, Tomohiro & 伊地知, 寛博, 2011. "Knowledge Creation Process in Science: Key Comparative Findings from the Hitotsubashi-NISTEP-Georgia Tech Scientists' Survey in Japan and the US," IIR Working Paper 11-09, Institute of Innovation Research, Hitotsubashi University.
    84. Christian Catalini & Christian Fons-Rosen & Patrick Gaulé, 2018. "How Do Travel Costs Shape Collaboration?," NBER Working Papers 24780, National Bureau of Economic Research, Inc.
    85. Ajay Agrawal & Avi Goldfarb & Florenta Teodoridis, 2013. "Does Knowledge Accumulation Increase the Returns to Collaboration?," NBER Working Papers 19694, National Bureau of Economic Research, Inc.
    86. Winkler, Anne E. & Levin, Sharon & Stephan, Paula & Glänzel, Wolfgang, 2011. "Publishing Trends in Economics across Colleges and Universities, 1991-2007," IZA Discussion Papers 6082, Institute of Labor Economics (IZA).
    87. Agrawal, Ajay & Cockburn, Iain & Galasso, Alberto & Oettl, Alexander, 2014. "Why are some regions more innovative than others? The role of small firms in the presence of large labs," Journal of Urban Economics, Elsevier, vol. 81(C), pages 149-165.
    88. Yuanbin Xu & Haiqing Yu & Xin Zeng & Xinmin Zhang, 2023. "Impacts of environmental regulation on innovation in the context of the Internet," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(11), pages 13281-13303, November.
    89. Carolin Haeussler & Henry Sauermann, 2016. "The Division of Labor in Teams: A Conceptual Framework and Application to Collaborations in Science," NBER Working Papers 22241, National Bureau of Economic Research, Inc.
    90. Greenstein, Shane, 2010. "Innovative Conduct in Computing and Internet Markets," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 477-537, Elsevier.
    91. Lena Abou El-Komboz & Thomas A. Fackler & Moritz Goldbeck & Thomas Fackler, 2024. "Productivity Spillovers among Knowledge Workers in Agglomerations: Evidence from GitHub," CESifo Working Paper Series 11277, CESifo.
    92. Jacqueline N. Lane & Ina Ganguli & Patrick Gaule & Eva Guinan & Karim R. Lakhani, 2021. "Engineering serendipity: When does knowledge sharing lead to knowledge production?," Strategic Management Journal, Wiley Blackwell, vol. 42(6), pages 1215-1244, June.
    93. Murayama, Kota & Nirei, Makoto & 楡井, 誠 & Shimizu, Hiroshi & 清水, 洋, 2013. "Management of Science, Serendipity, and Research Performance: Evidence from Scientists' Survey," IIR Working Paper 13-13, Institute of Innovation Research, Hitotsubashi University.
    94. Koutroumpis, Pantelis & Leiponen, Aija & Thomas, Llewellyn D W, 2017. "The Young, the Old and the Innovative: The Impact of R&D on Firm Performance in ICT versus Other Sectors," ETLA Working Papers 51, The Research Institute of the Finnish Economy.
    95. Annamaria Conti & Christopher C. Liu, 2014. "The (Changing) Knowledge Production Function: Evidence from the MIT Department of Biology for 1970–2000," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 49-74, National Bureau of Economic Research, Inc.
    96. Ajay Agrawal & John McHale & Alex Oettl, 2018. "Finding Needles in Haystacks: Artificial Intelligence and Recombinant Growth," NBER Working Papers 24541, National Bureau of Economic Research, Inc.
    97. Alexander Whalley & Justin Hicks, 2014. "Spending Wisely? How Resources Affect Knowledge Production In Universities," Economic Inquiry, Western Economic Association International, vol. 52(1), pages 35-55, January.

  29. Chris Forman & Anindya Ghose & Avi Goldfarb, 2006. "Geography and Electronic Commerce: Measuring Convenience, Selection, and Price," Working Papers 06-15, NET Institute, revised Sep 2006.

    Cited by:

    1. Basker, Emek, 2011. "The Causes and Consequences of Wal-Mart’s Growth," Ekonomicheskaya Politika / Economic Policy, Russian Presidential Academy of National Economy and Public Administration, vol. 5, pages 110-134.
    2. Grewal, Dhruv & Janakiraman, Ramkumar & Kalyanam, Kirthi & Kannan, P.K. & Ratchford, Brian & Song, Reo & Tolerico, Stephen, 2010. "Strategic Online and Offline Retail Pricing: A Review and Research Agenda," Journal of Interactive Marketing, Elsevier, vol. 24(2), pages 138-154.
    3. Lesley Chiou, 2009. "Empirical Analysis of Competition between Wal‐Mart and Other Retail Channels," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 18(2), pages 285-322, June.

  30. Chris Forman & Avi Goldfarb & Shane Greenstein, 2005. "Technology Adoption In and Out of Major Urban Areas: When Do Internal Firm Resources Matter Most?," NBER Working Papers 11642, National Bureau of Economic Research, Inc.

    Cited by:

    1. Hu, Chaoran & Zhang, Xiaobo & Reardon, Thomas & Hernandez, Ricardo, 2019. "Value-chain clusters and aquaculture innovation in Bangladesh," Food Policy, Elsevier, vol. 83(C), pages 310-326.

  31. Chris Forman & Avi Goldfarb & Shane Greenstein, 2003. "How did Location Affect Adoption of the Commercial Internet? Global Village, Urban Density, and Industry Composition," NBER Working Papers 9979, National Bureau of Economic Research, Inc.

    Cited by:

    1. Giuliana Battisti & Heinz Hollenstein & Paul Stoneman & Martin Woerter, 2007. "Inter And Intra Firm Diffusion Of Ict In The United Kingdom (Uk) And Switzerland (Ch) An Internationally Comparative Study Based On Firm-Level Data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(8), pages 669-687.
    2. Paul A. David, 2011. "Zvi Griliches and the Economics of Technology Diffusion: Adoption of Innovations, Investment Lags, and Productivity Growth," Discussion Papers 10-029, Stanford Institute for Economic Policy Research.
    3. Mark D. Partridge & Dan S. Rickman & Kamar Ali & M. Rose Olfert, 2009. "Recent Spatial Growth Dynamics in Wages and Housing Costs: Proximity to Urban Production Externalities and Consumer Amenities," Economics Working Paper Series 0906, Oklahoma State University, Department of Economics and Legal Studies in Business.
    4. Yu Sun & Xingxuan Kuang & Dazhi Sun, 2016. "The geographic concentration of China’s e-business enterprises: where they gather and why," Electronic Markets, Springer;IIM University of St. Gallen, vol. 26(1), pages 31-42, February.
    5. Betsey Stevenson, 2008. "The Internet and Job Search," NBER Working Papers 13886, National Bureau of Economic Research, Inc.
    6. Jordi Pons-Novell & Elisabet Viladecans-Marsal, "undated". "Cities and the internet: The end of distance?," Studies on the Spanish Economy 198, FEDEA.
    7. Chris Forman, 2005. "The Corporate Digital Divide: Determinants of Internet Adoption," Management Science, INFORMS, vol. 51(4), pages 641-654, April.
    8. Bhadra, Dipasis & Kee, Jacqueline, 2008. "Structure and dynamics of the core US air travel markets: A basic empirical analysis of domestic passenger demand," Journal of Air Transport Management, Elsevier, vol. 14(1), pages 27-39.
    9. Danielle Galliano & Pascale Roux, 2006. "Les inégalités spatiales dans l'usage des tic. Le cas des firmes industrielles françaises," Revue économique, Presses de Sciences-Po, vol. 57(6), pages 1449-1475.
    10. Todd Sinai & Joel Waldfogel, 2003. "Geography and the Internet: Is the Internet a Substitute or a Complement for Cities?," NBER Working Papers 10028, National Bureau of Economic Research, Inc.
    11. Battisti, Giuliana & Canepa, Alessandra & Stoneman, Paul, 2009. "e-Business usage across and within firms in the UK: profitability, externalities and policy," Research Policy, Elsevier, vol. 38(1), pages 133-143, February.
    12. Paul A. David, 2015. "Zvi Griliches and the Economics of Technology Diffusion: Linking innovation adoption, lagged investments, and productivity growth," Discussion Papers 15-005, Stanford Institute for Economic Policy Research.
    13. Battisti, Giuliana & Stoneman, Paul, 2005. "The intra-firm diffusion of new process technologies," International Journal of Industrial Organization, Elsevier, vol. 23(1-2), pages 1-22, February.
    14. Neokosmidis, Ioannis & Avaritsiotis, Nikolaos & Ventoura, Zoe & Varoutas, Dimitris, 2015. "Assessment of the gap and (non-)Internet users evolution based on population biology dynamics," Telecommunications Policy, Elsevier, vol. 39(1), pages 14-37.

  32. Chris Forman & Avi Goldfarb & Shane Greenstein, 2002. "Digital Dispersion: An Industrial and Geographic Census of Commerical Internet Use," NBER Working Papers 9287, National Bureau of Economic Research, Inc.

    Cited by:

    1. Giuliana Battisti & Heinz Hollenstein & Paul Stoneman & Martin Woerter, 2007. "Inter And Intra Firm Diffusion Of Ict In The United Kingdom (Uk) And Switzerland (Ch) An Internationally Comparative Study Based On Firm-Level Data," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 16(8), pages 669-687.
    2. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Working Papers 20036, National Bureau of Economic Research, Inc.
    3. Douglas Cumming & Sofia Johan, 2010. "The Differential Impact of the Internet on Spurring Regional Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 34(5), pages 857-884, September.
    4. Betsey Stevenson, 2008. "The Internet and Job Search," NBER Working Papers 13886, National Bureau of Economic Research, Inc.
    5. Chris Forman & Avi Goldfarb & Shane Greenstein, 2008. "Understanding the Inputs into Innovation: Do Cities Substitute for Internal Firm Resources?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 17(2), pages 295-316, June.
    6. Chris Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Internet and Local Wages: A Puzzle," American Economic Review, American Economic Association, vol. 102(1), pages 556-575, February.
    7. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    8. Jordi Pons-Novell & Elisabet Viladecans-Marsal, "undated". "Cities and the internet: The end of distance?," Studies on the Spanish Economy 198, FEDEA.
    9. Chris Forman, 2005. "The Corporate Digital Divide: Determinants of Internet Adoption," Management Science, INFORMS, vol. 51(4), pages 641-654, April.
    10. Yartey, Charles Amo, 2008. "Financial development, the structure of capital markets, and the global digital divide," Information Economics and Policy, Elsevier, vol. 20(2), pages 208-227, June.
    11. Gnangnon, Sèna Kimm, 2020. "Internet and tax reform in developing countries," Information Economics and Policy, Elsevier, vol. 51(C).
    12. Battisti, Giuliana & Canepa, Alessandra & Stoneman, Paul, 2009. "e-Business usage across and within firms in the UK: profitability, externalities and policy," Research Policy, Elsevier, vol. 38(1), pages 133-143, February.
    13. Chris Forman & Avi Goldfarb & Shane Greenstein, 2003. "How did Location Affect Adoption of the Commercial Internet? Global Village, Urban Density, and Industry Composition," NBER Working Papers 9979, National Bureau of Economic Research, Inc.
    14. Chris Forman & Avi Goldfarb & Shane Greenstein, 2005. "Technology Adoption In and Out of Major Urban Areas: When Do Internal Firm Resources Matter Most?," NBER Working Papers 11642, National Bureau of Economic Research, Inc.
    15. Alessio D'Ignazio & Emanuele Giovannetti, 2007. "Spatial Dispersion of Interconnection Clusters in the European Internet," Spatial Economic Analysis, Taylor & Francis Journals, vol. 2(3), pages 219-236.

Articles

  1. Goldfarb, Avi & Taska, Bledi & Teodoridis, Florenta, 2023. "Could machine learning be a general purpose technology? A comparison of emerging technologies using data from online job postings," Research Policy, Elsevier, vol. 52(1).
    See citations under working paper version above.
  2. Avi Goldfarb & Verina F. Que, 2023. "The Economics of Digital Privacy," Annual Review of Economics, Annual Reviews, vol. 15(1), pages 267-286, September.
    See citations under working paper version above.
  3. Joshua S. Gans & Avi Goldfarb & Mara Lederman, 2021. "Exit, Tweets, and Loyalty," American Economic Journal: Microeconomics, American Economic Association, vol. 13(2), pages 68-112, May.
    See citations under working paper version above.
  4. Linda Hagen & Kosuke Uetake & Nathan Yang & Bryan Bollinger & Allison J. B. Chaney & Daria Dzyabura & Jordan Etkin & Avi Goldfarb & Liu Liu & K. Sudhir & Yanwen Wang & James R. Wright & Ying Zhu, 2020. "How can machine learning aid behavioral marketing research?," Marketing Letters, Springer, vol. 31(4), pages 361-370, December.

    Cited by:

    1. Akter, Shahriar & Dwivedi, Yogesh K. & Sajib, Shahriar & Biswas, Kumar & Bandara, Ruwan J. & Michael, Katina, 2022. "Algorithmic bias in machine learning-based marketing models," Journal of Business Research, Elsevier, vol. 144(C), pages 201-216.
    2. Chatterjee, Sheshadri & Chaudhuri, Ranjan & Vrontis, Demetris, 2022. "AI and digitalization in relationship management: Impact of adopting AI-embedded CRM system," Journal of Business Research, Elsevier, vol. 150(C), pages 437-450.
    3. Lyu, Wenjing & Liu, Jin, 2021. "Soft skills, hard skills: What matters most? Evidence from job postings," Applied Energy, Elsevier, vol. 300(C).
    4. Herhausen, Dennis & Bernritter, Stefan F. & Ngai, Eric W.T. & Kumar, Ajay & Delen, Dursun, 2024. "Machine learning in marketing: Recent progress and future research directions," Journal of Business Research, Elsevier, vol. 170(C).
    5. Erik Hermann, 2022. "Leveraging Artificial Intelligence in Marketing for Social Good—An Ethical Perspective," Journal of Business Ethics, Springer, vol. 179(1), pages 43-61, August.
    6. Lyu, Wenjing & Liu, Jin, 2021. "Artificial Intelligence and emerging digital technologies in the energy sector," Applied Energy, Elsevier, vol. 303(C).
    7. Ngai, Eric W.T. & Wu, Yuanyuan, 2022. "Machine learning in marketing: A literature review, conceptual framework, and research agenda," Journal of Business Research, Elsevier, vol. 145(C), pages 35-48.
    8. Lutz, Bernhard & Pröllochs, Nicolas & Neumann, Dirk, 2022. "Are longer reviews always more helpful? Disentangling the interplay between review length and line of argumentation," Journal of Business Research, Elsevier, vol. 144(C), pages 888-901.
    9. Andreas Falke & Harald Hruschka, 2022. "Analyzing browsing across websites by machine learning methods," Journal of Business Economics, Springer, vol. 92(5), pages 829-852, July.

  5. Avi Goldfarb & Bledi Taska & Florenta Teodoridis, 2020. "Artificial Intelligence in Health Care? Evidence from Online Job Postings," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 400-404, May.

    Cited by:

    1. Haefner, Naomi & Wincent, Joakim & Parida, Vinit & Gassmann, Oliver, 2021. "Artificial intelligence and innovation management: A review, framework, and research agenda✰," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    2. Joshua S. Gans, 2023. "Artificial intelligence adoption in a competitive market," Economica, London School of Economics and Political Science, vol. 90(358), pages 690-705, April.
    3. E. Mark Curtis & Ioana Marinescu, 2023. "Green Energy Jobs in the United States: What Are They, and Where Are They?," Environmental and Energy Policy and the Economy, University of Chicago Press, vol. 4(1), pages 202-237.
    4. Jin Liu & Kaizhe Chen & Wenjing Lyu, 2024. "Embracing artificial intelligence in the labour market: the case of statistics," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-14, December.
    5. Rathi, Sawan & Majumdar, Adrija & Chatterjee, Chirantan, 2024. "Did the COVID-19 pandemic propel usage of AI in pharmaceutical innovation? New evidence from patenting data," Technological Forecasting and Social Change, Elsevier, vol. 198(C).
    6. Atkins, Rachel M.B. & Hernández-Lagos, Pablo & Jara-Figueroa, Cristian & Seamans, Robert, 2023. "JUE Insight: What is the impact of opportunity zones on job postings?," Journal of Urban Economics, Elsevier, vol. 136(C).
    7. Ajay Agrawal & Joshua Gans & Avi Goldfarb & Catherine Tucker, 2023. "Introduction to "The Economics of Artificial Intelligence: Health Care Challenges"," NBER Chapters, in: The Economics of Artificial Intelligence: Health Care Challenges, pages 1-7, National Bureau of Economic Research, Inc.
    8. Alekseeva, Liudmila & Azar, José & Giné, Mireia & Samila, Sampsa & Taska, Bledi, 2021. "The demand for AI skills in the labor market," Labour Economics, Elsevier, vol. 71(C).
    9. Lee, Yong Suk & Kim, Taekyun & Choi, Sukwoong & Kim, Wonjoon, 2022. "When does AI pay off? AI-adoption intensity, complementary investments, and R&D strategy," Technovation, Elsevier, vol. 118(C).

  6. Bleier, Alexander & Goldfarb, Avi & Tucker, Catherine, 2020. "Consumer privacy and the future of data-based innovation and marketing," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 466-480.

    Cited by:

    1. Kirk Plangger & Dhruv Grewal & Ko Ruyter & Catherine Tucker, 2022. "The future of digital technologies in marketing: A conceptual framework and an overview," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1125-1134, November.
    2. Mora, Luca & Gerli, Paolo & Ardito, Lorenzo & Messeni Petruzzelli, Antonio, 2023. "Smart city governance from an innovation management perspective: Theoretical framing, review of current practices, and future research agenda," Technovation, Elsevier, vol. 123(C).
    3. De Keyser, Arne & Bart, Yakov & Gu, Xian & Liu, Stephanie Q. & Robinson, Stacey G. & Kannan, P.K., 2021. "Opportunities and challenges of using biometrics for business: Developing a research agenda," Journal of Business Research, Elsevier, vol. 136(C), pages 52-62.
    4. Klaus M. Miller & Bernd Skiera, 2023. "Economic Consequences of Online Tracking Restrictions: Evidence from Cookies," Papers 2303.09147, arXiv.org, revised Jul 2023.
    5. Sara Quach & Park Thaichon & Kelly D. Martin & Scott Weaven & Robert W. Palmatier, 2022. "Digital technologies: tensions in privacy and data," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1299-1323, November.
    6. Hakkarainen, Tuuli & Colicev, Anatoli, 2023. "Blockchain-enabled advances (BEAs): Implications for consumers and brands," Journal of Business Research, Elsevier, vol. 160(C).
    7. Marthews, Alex & Tucker, Catherine, 2023. "What blockchain can and can’t do: Applications to marketing and privacy," International Journal of Research in Marketing, Elsevier, vol. 40(1), pages 49-53.
    8. Catherine E. Tucker, 2023. "The Economics of Privacy: An Agenda," NBER Chapters, in: The Economics of Privacy, National Bureau of Economic Research, Inc.
    9. Lena Bjørlo & Øystein Moen & Mark Pasquine, 2021. "The Role of Consumer Autonomy in Developing Sustainable AI: A Conceptual Framework," Sustainability, MDPI, vol. 13(4), pages 1-18, February.
    10. Cloarec, Julien, 2020. "The personalization–privacy paradox in the attention economy," Technological Forecasting and Social Change, Elsevier, vol. 161(C).
    11. Umer Zaman, 2024. "Guardians of the Green: Exploring Climate Advocacy, Data Privacy-Conscious Marketing, and Social Moral Licensing in Regenerative Tourism in Hawaii," Sustainability, MDPI, vol. 16(23), pages 1-17, November.
    12. Cloarec, Julien & Cadieu, Charlotte & Alrabie, Nour, 2024. "Tracking technologies in eHealth: Revisiting the personalization-privacy paradox through the transparency-control framework," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    13. Erik Hermann, 2022. "Leveraging Artificial Intelligence in Marketing for Social Good—An Ethical Perspective," Journal of Business Ethics, Springer, vol. 179(1), pages 43-61, August.
    14. Didier Laussel & Ngo Van Long & Joana Resende, 2023. "Profit Effects of Consumers’ Identity Management: A Dynamic Model," Management Science, INFORMS, vol. 69(6), pages 3602-3615, June.
    15. Vomberg, Arnd & Schauerte, Nico & Krakowski, Sebastian & Ingram Bogusz, Claire & Gijsenberg, Maarten J. & Bleier, Alexander, 2023. "The cold-start problem in nascent AI strategy: Kickstarting data network effects," Journal of Business Research, Elsevier, vol. 168(C).
    16. Renata Benigna Gonçalves & Júlio César Bastos Figueiredo, 2022. "Effects of perceived risks and benefits in the formation of the consumption privacy paradox: a study of the use of wearables in people practicing physical activities," Electronic Markets, Springer;IIM University of St. Gallen, vol. 32(3), pages 1485-1499, September.
    17. Ertugrul Uysal & Sascha Alavi & Valéry Bezençon, 2022. "Trojan horse or useful helper? A relationship perspective on artificial intelligence assistants with humanlike features," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1153-1175, November.
    18. Beke, Frank T. & Eggers, Felix & Verhoef, Peter C. & Wieringa, Jaap E., 2022. "Consumers’ privacy calculus: The PRICAL index development and validation," International Journal of Research in Marketing, Elsevier, vol. 39(1), pages 20-41.
    19. Degutis, Mindaugas & UrbonaviÄ ius, Sigitas & Hollebeek, Linda D. & Anselmsson, Johan, 2023. "Consumers’ willingness to disclose their personal data in e-commerce: A reciprocity-based social exchange perspective," Journal of Retailing and Consumer Services, Elsevier, vol. 74(C).
    20. David A. Schweidel & Yakov Bart & J. Jeffrey Inman & Andrew T. Stephen & Barak Libai & Michelle Andrews & Ana Babić Rosario & Inyoung Chae & Zoey Chen & Daniella Kupor & Chiara Longoni & Felipe Thomaz, 2022. "How consumer digital signals are reshaping the customer journey," Journal of the Academy of Marketing Science, Springer, vol. 50(6), pages 1257-1276, November.
    21. Lena V. Bjørlo, 2024. "Freedom from interference: Decisional privacy as a dimension of consumer privacy online," AMS Review, Springer;Academy of Marketing Science, vol. 14(1), pages 12-36, June.
    22. Sophie Hemker & Carolina Herrando & Efthymios Constantinides, 2021. "The Transformation of Data Marketing: How an Ethical Lens on Consumer Data Collection Shapes the Future of Marketing," Sustainability, MDPI, vol. 13(20), pages 1-13, October.
    23. Scholdra, Thomas P. & Wichmann, Julian R.K. & Reinartz, Werner J., 2023. "Reimagining personalization in the physical store," Journal of Retailing, Elsevier, vol. 99(4), pages 563-579.
    24. Kannan, P.K., 2020. "Introduction to the Special Section: Research for the New Normal," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 441-442.
    25. Karim Darban & Smail Kabbaj & Mostafa El Jay, 2023. "The Transformative Potential of AI in Green Marketing Strategies," Post-Print hal-04523586, HAL.
    26. Garrett Johnson & Julian Runge & Eric Seufert, 2022. "Privacy-Centric Digital Advertising: Implications for Research," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 9(1), pages 49-54, June.
    27. Patel, Pankaj C. & Oghazi, Pejvak & Arunachalam, S., 2023. "Does consumer privacy act influence firm performance in the retail industry? Evidence from a US state-level law change," Journal of Business Research, Elsevier, vol. 162(C).
    28. Fernando Almeida, 2023. "Prospects of Cybersecurity in Smart Cities," Future Internet, MDPI, vol. 15(9), pages 1-21, August.
    29. Gössling, Stefan & Larson, Mia & Pumputis, Aurimas, 2021. "Mutual surveillance on Airbnb," Annals of Tourism Research, Elsevier, vol. 91(C).
    30. Javier de la Ballina & Silvia Cachero, 2023. "Teaching Marketing Research at the University Level—From Academic and Professional Perspectives," Sustainability, MDPI, vol. 15(2), pages 1-16, January.
    31. Ahmed H. Alsharif & Nor Zafir Md Salleh & Alharthi Rami Hashem E & Ahmad Khraiwish & Lennora Putit & Lily Suriani Mohd Arif, 2023. "Exploring Factors Influencing Neuromarketing Implementation in Malaysian Universities: Barriers and Enablers," Sustainability, MDPI, vol. 15(5), pages 1-27, March.
    32. Hoffmann, Stefan & Lasarov, Wassili & Reimers, Hanna, 2022. "Carbon footprint tracking apps. What drives consumers' adoption intention?," Technology in Society, Elsevier, vol. 69(C).
    33. Hanene Oueslati & Martine Deparis & Saloua Bennaghmouch-Maire, 2021. "The franchisor–franchisee relationship and customer data management in the digital era," Post-Print hal-03179292, HAL.
    34. Souka, Mohamed & Bilstein, Nicola & Decker, Reinhold, 2024. "Give me your data and I’ll dress you: A two-sided messaging approach to address privacy concerns surrounding in-store technologies," Journal of Business Research, Elsevier, vol. 172(C).
    35. Mounir Dahmani & Adel Ben Youssef, 2023. "Unraveling the Determinants of Platform Economy Adoption in Developing Countries: An Extended Application of the UTAUT2 Model with a Privacy Calculus Perspective," Post-Print hal-04374239, HAL.

  7. Agrawal, Ajay & Gans, Joshua S. & Goldfarb, Avi, 2019. "Exploring the impact of artificial Intelligence: Prediction versus judgment," Information Economics and Policy, Elsevier, vol. 47(C), pages 1-6.
    See citations under working paper version above.
  8. Ajay Agrawal & Joshua Gans & Avi Goldfarb, 2019. "Economic Policy for Artificial Intelligence," Innovation Policy and the Economy, University of Chicago Press, vol. 19(1), pages 139-159.
    See citations under working paper version above.
  9. Avi Goldfarb & Catherine Tucker, 2019. "Digital Economics," Journal of Economic Literature, American Economic Association, vol. 57(1), pages 3-43, March.
    See citations under working paper version above.
  10. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2019. "Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction," Journal of Economic Perspectives, American Economic Association, vol. 33(2), pages 31-50, Spring.
    See citations under working paper version above.
  11. Ajay Agrawal & Christian Catalini & Avi Goldfarb & Hong Luo, 2018. "Slack Time and Innovation," Organization Science, INFORMS, vol. 29(6), pages 1056-1073, December.
    See citations under working paper version above.
  12. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2018. "Human Judgment and AI Pricing," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 58-63, May.
    See citations under working paper version above.
  13. Ron N. Borkovsky & Avi Goldfarb & Avery M. Haviv & Sridhar Moorthy, 2017. "Measuring and Understanding Brand Value in a Dynamic Model of Brand Management," Marketing Science, INFORMS, vol. 36(4), pages 471-499, July.

    Cited by:

    1. Rex Yuxing Du & Mingyu Joo & Kenneth C. Wilbur, 2019. "Advertising and brand attitudes: Evidence from 575 brands over five years," Quantitative Marketing and Economics (QME), Springer, vol. 17(3), pages 257-323, September.
    2. Bradley Shapiro & Günter J. Hitsch & Anna Tuchman, 2020. "Generalizable and Robust TV Advertising Effects," NBER Working Papers 27684, National Bureau of Economic Research, Inc.
    3. Hollenbeck, Brett, 2018. "Horizontal Mergers and Innovation in Concentrated Industries," MPRA Paper 90764, University Library of Munich, Germany.
    4. Linli Xu & Jorge M. Silva-Risso & Kenneth C. Wilbur, 2018. "Dynamic Quality Ladder Model Predictions in Nonrandom Holdout Samples," Management Science, INFORMS, vol. 64(7), pages 3187-3207, July.
    5. T. Tony Ke & Jiwoong Shin & Jungju Yu, 2023. "A Model of Product Portfolio Design: Guiding Consumer Search Through Brand Positioning," Marketing Science, INFORMS, vol. 42(6), pages 1101-1124, November.
    6. Robert W. Palmatier & Andrew T. Crecelius, 2019. "The “first principles” of marketing strategy," AMS Review, Springer;Academy of Marketing Science, vol. 9(1), pages 5-26, June.
    7. Robert Clark & Yiran Gong, 2021. "Why Do Some New Products Fail? Evidence from the Entry and Exit of Vanilla Coke," Working Paper 1475, Economics Department, Queen's University.
    8. Bradley T. Shapiro & Günter J. Hitsch & Anna E. Tuchman, 2021. "TV Advertising Effectiveness and Profitability: Generalizable Results From 288 Brands," Econometrica, Econometric Society, vol. 89(4), pages 1855-1879, July.
    9. Ron N. Borkovsky, 2017. "The timing of version releases: A dynamic duopoly model," Quantitative Marketing and Economics (QME), Springer, vol. 15(3), pages 187-239, September.
    10. Hauke A. Wetzel & Stefan Hattula & Maik Hammerschmidt & Harald J. Heerde, 2018. "Building and leveraging sports brands: evidence from 50 years of German professional soccer," Journal of the Academy of Marketing Science, Springer, vol. 46(4), pages 591-611, July.
    11. Alexandra SZEKERES & Ivett BARTA & Gergő TÖMÖRI, 2024. "The Role Of Financial Performance In Difference Of Two Manufacturer’S Brand Value," Annals of Faculty of Economics, University of Oradea, Faculty of Economics, vol. 33(1), pages 345-353, July.
    12. Bronnenberg, Bart & Dube, Jean-Pierre & Syverson, Chad, 2022. "Marketing Investment and Intangible Brand Capital," CEPR Discussion Papers 17372, C.E.P.R. Discussion Papers.
    13. Rex Yuxing Du & Mingyu Joo & Kenneth C. Wilbur, 2018. "Advertising and Brand Attitudes: Evidence from 575 Brands over Five Years," Papers 1810.07783, arXiv.org.
    14. Uzma Khan & Alexander DePaoli, 2024. "Brand loyalty in the face of stockouts," Journal of the Academy of Marketing Science, Springer, vol. 52(1), pages 44-74, January.
    15. Bradley Shapiro & Günter J. Hitsch & Anna Tuchman, 2020. "Generalizable and Robust TV Advertising Effects," Working Papers 2020-111, Becker Friedman Institute for Research In Economics.
    16. Guhl, Daniel, 2024. "Tracking time-varying brand equity using household panel data," Journal of Business Research, Elsevier, vol. 182(C).
    17. Yao, Yao (Alex) & Yang, Sha & Sudhir, K., 2024. "Separating substitution and psychological effects of price with a two-step conjoint approach: Application to luxury goods," International Journal of Research in Marketing, Elsevier, vol. 41(2), pages 344-361.
    18. Zsolt Sándor & Attila Szőcs & Matthijs R. Wildenbeest, 2024. "The impact of brand equity on profit premium in an equilibrium framework," Marketing Letters, Springer, vol. 35(3), pages 423-438, September.
    19. Andonova, Veneta & Losada-Otálora, Mauricio, 2020. "Understanding the interplay between brand and innovation orientation: Evidence from emerging multinationals," Journal of Business Research, Elsevier, vol. 119(C), pages 540-552.

  14. Chris Forman & Avi Goldfarb & Shane Greenstein, 2016. "Agglomeration of Invention in the Bay Area: Not Just ICT," American Economic Review, American Economic Association, vol. 106(5), pages 146-151, May.

    Cited by:

    1. Andrews, Michael J. & Whalley, Alexander, 2022. "150 years of the geography of innovation," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    2. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.
    3. Zhang, Jinning & Liu, Xinyu & Lyu, Yanwei, 2024. "Exploring innovative digital strategies for sustainable development: Addressing challenges of mineral resource scarcity," Resources Policy, Elsevier, vol. 93(C).
    4. Jorge Guzman & Fiona Murray & Scott Stern & Heidi Williams, 2023. "Accelerating Innovation Ecosystems: The Promise and Challenges of Regional Innovation Engines," NBER Chapters, in: Entrepreneurship and Innovation Policy and the Economy, volume 3, pages 9-75, National Bureau of Economic Research, Inc.
    5. Georg von Graevenitz & Stuart J. H. Graham & Amanda F. Myers, 2022. "Distance (still) hampers diffusion of innovations," Regional Studies, Taylor & Francis Journals, vol. 56(2), pages 227-241, February.
    6. Rammer, Christian & Kinne, Jan & Blind, Knut, 2016. "Microgeography of innovation in the city: Location patterns of innovative firms in Berlin," ZEW Discussion Papers 16-080, ZEW - Leibniz Centre for European Economic Research.
    7. Adnan Velic, 2023. "Factor Substitution Possibilities, Labor Share Dynamics, and Inequality in an Age of Intangibles," Trinity Economics Papers tep0723, Trinity College Dublin, Department of Economics.
    8. Christian Rammer & Jan Kinne & Knut Blind, 2020. "Knowledge proximity and firm innovation: A microgeographic analysis for Berlin," Urban Studies, Urban Studies Journal Limited, vol. 57(5), pages 996-1014, April.
    9. Koutroumpis, Pantelis & Leiponen, Aija & Thomas, Llewellyn D W, 2017. "Invention Machines: How Control Instruments and Information Technologies Drove Global Technologigal Progress over a Century of Invention," ETLA Working Papers 52, The Research Institute of the Finnish Economy.
    10. Curdin Pfister & Miriam Koomen & Dietmar Harhoff & Uschi Backes-Gellner, 2016. "Regional Innovation Effects of Applied Research Institutions," Economics of Education Working Paper Series 0117, University of Zurich, Department of Business Administration (IBW), revised Jan 2021.
    11. Richard Florida & Karen M. King, 2018. "Urban Start-up Districts: Mapping Venture Capital and Start-up Activity Across ZIP Codes," Economic Development Quarterly, , vol. 32(2), pages 99-118, May.
    12. Shoufu Yang & Hanhui Zhao & Yiming Chen & Zitian Fu & Chaohao Sun & Tsangyao Chang, 2023. "The Impact of Digital Enterprise Agglomeration on Carbon Intensity: A Study Based on the Extended Spatial STIRPAT Model," Sustainability, MDPI, vol. 15(12), pages 1-33, June.
    13. Mercedes Delgado & Fiona Murray, 2021. "Mapping the Regions, Organizations and Individuals That Drive Inclusion in the Innovation Economy," NBER Chapters, in: Entrepreneurship and Innovation Policy and the Economy, volume 1, pages 67-101, National Bureau of Economic Research, Inc.

  15. Ajay Agrawal & Avi Goldfarb & Florenta Teodoridis, 2016. "Understanding the Changing Structure of Scientific Inquiry," American Economic Journal: Applied Economics, American Economic Association, vol. 8(1), pages 100-128, January.

    Cited by:

    1. Caroline V Fry & Xiaojing Cai & Yi Zhang & Caroline S Wagner, 2020. "Consolidation in a crisis: Patterns of international collaboration in early COVID-19 research," PLOS ONE, Public Library of Science, vol. 15(7), pages 1-15, July.
    2. Alba Marino & Francesco Quatraro, 2023. "Leveraging global recombinant capabilities for green technologies: the role of ethnic diversity in MNEs’ dynamics," The Journal of Technology Transfer, Springer, vol. 48(4), pages 1413-1445, August.
    3. Michaël Bikard, 2018. "Made in Academia: The Effect of Institutional Origin on Inventors’ Attention to Science," Organization Science, INFORMS, vol. 29(5), pages 818-836, October.
    4. Frank Nagle & Florenta Teodoridis, 2020. "Jack of all trades and master of knowledge: The role of diversification in new distant knowledge integration," Strategic Management Journal, Wiley Blackwell, vol. 41(1), pages 55-85, January.
    5. Cristelli, Gabriele & Lissoni, Francesco, 2020. "Free movement of inventors: open-border policy and innovation in Switzerland," MPRA Paper 107433, University Library of Munich, Germany.
    6. Michaël Bikard & Matt Marx, 2020. "Bridging Academia and Industry: How Geographic Hubs Connect University Science and Corporate Technology," Management Science, INFORMS, vol. 66(8), pages 3425-3443, August.
    7. Ali Sina Önder & Sascha Schweitzer & Olga Tcaci, 2024. "Innovation and Regional Development: The Impact of Patenting on Labor Market Outcomes," Working Papers in Economics & Finance 2024-07, University of Portsmouth, Portsmouth Business School, Economics and Finance Subject Group.
    8. Jinyoung Kim & Kanghyock Koh, 2023. "Jack of fewer trades: Evolution of specialization in research," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(2), pages 423-452, May.
    9. Orsatti, Gianluca & Quatraro, Francesco & Pezzoni, Michele, 2020. "The antecedents of green technologies: The role of team-level recombinant capabilities," Research Policy, Elsevier, vol. 49(3).
    10. Andrey Lovakov & Anna Panova & Maria Yudkevich, 2022. "Global visibility of nationally published research output: the case of the post-Soviet region," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(5), pages 2643-2659, May.
    11. Berger, Thor & Prawitz, Erik, 2024. "Collaboration and connectivity: Historical evidence from patent records," Journal of Urban Economics, Elsevier, vol. 139(C).
    12. Caviggioli, Federico & Colombelli, Alessandra & Ravetti, Chiara, 2022. "Peers and stars: the role of gender among coinventors," Department of Economics and Statistics Cognetti de Martiis LEI & BRICK - Laboratory of Economics of Innovation "Franco Momigliano", Bureau of Research in Innovation, Complexity and Knowledge, Collegio 202201, University of Turin.
    13. Wei Cheng, 2022. "Productivity spillovers in endogenous coauthor networks," Empirical Economics, Springer, vol. 63(6), pages 3159-3183, December.
    14. Keyvan Vakili & Sarah Kaplan, 2021. "Organizing for innovation: A contingency view on innovative team configuration," Strategic Management Journal, Wiley Blackwell, vol. 42(6), pages 1159-1183, June.
    15. Hazhir Rahmandad & Keyvan Vakili, 2019. "Explaining Heterogeneity in the Organization of Scientific Work," Organization Science, INFORMS, vol. 30(6), pages 1125-1145, November.
    16. Tong, Di & Lee, Jeongsik “Jay”, 2024. "Knowledge catalysts: The role of generalist incumbents in post-hiring knowledge integration," Research Policy, Elsevier, vol. 53(1).
    17. Benjamin Davies & Jason Gush & Shaun C. Hendy & Adam B. Jaffe, 2020. "Research Funding and Collaboration," NBER Working Papers 27916, National Bureau of Economic Research, Inc.
    18. Fehder, Daniel & Teodoridis, Florenta & Raffiee, Joseph & Lu, Jino, 2024. "The partisanship of American inventors," Research Policy, Elsevier, vol. 53(7).
    19. Kyle Myers & Wei Yang Tham, 2023. "Money, Time, and Grant Design," Papers 2312.06479, arXiv.org.

  16. Avi Goldfarb & Catherine E. Tucker, 2015. "Standardization and the Effectiveness of Online Advertising," Management Science, INFORMS, vol. 61(11), pages 2707-2719, November.

    Cited by:

    1. Shehu, Edlira & Abou Nabout, Nadia & Clement, Michel, 2021. "The risk of programmatic advertising: Effects of website quality on advertising effectiveness," International Journal of Research in Marketing, Elsevier, vol. 38(3), pages 663-677.
    2. Miroslav Mandić & Iva Gregurec & UgljeÅ¡a Vujović, 2023. "Measuring the Effectiveness of Online Sales by Conducting A/B Testing," Tržište/Market, Faculty of Economics and Business, University of Zagreb, vol. 35(2), pages 223-249.

  17. Avi Goldfarb & Ryan C. McDevitt & Sampsa Samila & Brian S. Silverman, 2015. "The Effect of Social Interaction on Economic Transactions: Evidence from Changes in Two Retail Formats," Management Science, INFORMS, vol. 61(12), pages 2963-2981, December.

    Cited by:

    1. Ratchford, Brian & Soysal, Gonca & Zentner, Alejandro, 2023. "Multichannel customer purchase behavior and long tail effects in the fashion goods market," Journal of Retailing, Elsevier, vol. 99(1), pages 46-65.
    2. Jean-Marc Bourgeon & José de Sousa & Alexis Noir-Luhalwe, 2022. "Social Distancing and Risk Taking: Evidence from a Team Game Show [Distanciation sociale et prise de risque : Les résultats d'un jeu d'équipe]," SciencePo Working papers Main hal-03792423, HAL.
    3. Katherine Harris‐Lagoudakis, 2022. "Online shopping and the healthfulness of grocery purchases," American Journal of Agricultural Economics, John Wiley & Sons, vol. 104(3), pages 1050-1076, May.
    4. Nils Engelbrecht & Tim-Benjamin Lembcke & Alfred Benedikt Brendel & Kilian Bizer & Lutz M. Kolbe, 2021. "The Virtual Online Supermarket: An Open-Source Research Platform for Experimental Consumer Research," Sustainability, MDPI, vol. 13(8), pages 1-25, April.
    5. Rachel Cummings & Federico Echenique & Adam Wierman, 2016. "The Empirical Implications of Privacy-Aware Choice," Operations Research, INFORMS, vol. 64(1), pages 67-78, February.
    6. Abhishek Nagaraj, 2018. "Does Copyright Affect Reuse? Evidence from Google Books and Wikipedia," Management Science, INFORMS, vol. 64(7), pages 3091-3107, July.
    7. Olden, Andreas, 2018. "What Do You Buy When No One’s Watching? The Effect of Self-Service Checkouts on the Composition of Sales in Retail," Discussion Papers 2018/3, Norwegian School of Economics, Department of Business and Management Science.
    8. Arun G. Chandrasekhar & Benjamin Golub & He Yang, 2018. "Signaling, Shame, and Silence in Social Learning," NBER Working Papers 25169, National Bureau of Economic Research, Inc.
    9. Ratchford, Brian & Soysal, Gonca & Zentner, Alejandro & Gauri, Dinesh K., 2022. "Online and offline retailing: What we know and directions for future research," Journal of Retailing, Elsevier, vol. 98(1), pages 152-177.
    10. Ioannis Bellos & Stylianos Kavadias, 2019. "When Should Customers Control Service Delivery? Implications for Service Design," Production and Operations Management, Production and Operations Management Society, vol. 28(4), pages 890-907, April.
    11. Jose A. Flecha Ortiz & María Los M. Santos Corrada & Evelyn Lopez & Virgin Dones & Vivian Feliberty Lugo, 2023. "Don't make ads, make TikTok’s: media and brand engagement through Gen Z's use of TikTok and its significance in purchase intent," Journal of Brand Management, Palgrave Macmillan, vol. 30(6), pages 535-549, November.
    12. Christian Peukert & Imke Reimers, 2022. "Digitization, Prediction, and Market Efficiency: Evidence from Book Publishing Deals," Management Science, INFORMS, vol. 68(9), pages 6907-6924, September.
    13. Xicheng Yin & Hongwei Wang & Qiangwei Xia & Qican Gu, 2019. "How Social Interaction Affects Purchase Intention in Social Commerce: A Cultural Perspective," Sustainability, MDPI, vol. 11(8), pages 1-18, April.

  18. James Campbell & Avi Goldfarb & Catherine Tucker, 2015. "Privacy Regulation and Market Structure," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 24(1), pages 47-73, March.

    Cited by:

    1. Garrett A. Johnson, 2022. "Economic Research on Privacy Regulation: Lessons from the GDPR and Beyond," NBER Chapters, in: The Economics of Privacy, National Bureau of Economic Research, Inc.
    2. T. Tony Ke & K. Sudhir, 2023. "Privacy Rights and Data Security: GDPR and Personal Data Markets," Management Science, INFORMS, vol. 69(8), pages 4389-4412, August.
    3. Yongmin Chen & Xinyu Hua & Keith E. Maskus, 2020. "International Protection of Consumer Data," HKUST CEP Working Papers Series 202004, HKUST Center for Economic Policy.
    4. Caleb S. Fuller, 2018. "Privacy law as price control," European Journal of Law and Economics, Springer, vol. 45(2), pages 225-250, April.
    5. Michael Kummer & Patrick Schulte, 2019. "When Private Information Settles the Bill: Money and Privacy in Google’s Market for Smartphone Applications," Management Science, INFORMS, vol. 65(8), pages 3470-3494, August.
    6. Jin, Ginger Zhe & Wagman, Liad, 2021. "Big data at the crossroads of antitrust and consumer protection," Information Economics and Policy, Elsevier, vol. 54(C).
    7. Stefano Colombo & Clara Graziano & Aldo Pignataro, 2023. "Personalized Pricing with Imperfect Customer Recognition," CESifo Working Paper Series 10455, CESifo.
    8. Flavio Pino, 2022. "The microeconomics of data – a survey," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(3), pages 635-665, September.
    9. Florian Hoffmann & Roman Inderst & Marco Ottaviani, 2013. "Hypertargeting, Limited Attention, and Privacy: Implications for Marketing and Campaigning," Working Papers 479, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    10. Jin‐Hyuk Kim & Liad Wagman & Abraham L. Wickelgren, 2019. "The impact of access to consumer data on the competitive effects of horizontal mergers and exclusive dealing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(3), pages 373-391, June.
    11. Marreiros, Helia & Tonin, Mirco & Vlassopoulos, Michael & Schraefel, M.C., 2017. "“Now that you mention it”: A survey experiment on information, inattention and online privacy," Journal of Economic Behavior & Organization, Elsevier, vol. 140(C), pages 1-17.
    12. Catherine E. Tucker, 2023. "The Economics of Privacy: An Agenda," NBER Chapters, in: The Economics of Privacy, National Bureau of Economic Research, Inc.
    13. Christian Peukert & Stefan Bechtold & Michail Batikas & Tobias Kretschmer, 2022. "Regulatory Spillovers and Data Governance: Evidence from the GDPR," Marketing Science, INFORMS, vol. 41(4), pages 746-768, July.
    14. Avi Goldfarb & Catherine Tucker, 2012. "Privacy and Innovation," NBER Chapters, in: Innovation Policy and the Economy, Volume 12, pages 65-89, National Bureau of Economic Research, Inc.
    15. Ratul Das Chaudhury & Chongwoo Choe, 2023. "Digital Privacy: GDPR and Its Lessons for Australia," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 56(2), pages 204-220, June.
    16. Schmitt, Julia & Miller, Klaus M. & Skiera, Bernd, 2021. "The Impact of Privacy Laws on Online User Behavior," HEC Research Papers Series 1437, HEC Paris.
    17. Zhuang Liu & Michael Sockin & Wei Xiong, 2020. "Data Privacy and Temptation," NBER Working Papers 27653, National Bureau of Economic Research, Inc.
    18. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    19. Tat Chan & Naser Hamdi & Xiang Hui & Zhenling Jiang, 2022. "The Value of Verified Employment Data for Consumer Lending: Evidence from Equifax," Marketing Science, INFORMS, vol. 41(4), pages 795-814, July.
    20. Lorien Sabatino & Geza Sapi, 2023. "Privacy regulation and online concentration during demand peaks: evidence from the E-commerce sector," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 50(2), pages 265-282, June.
    21. Shuaicheng Liu, 2024. "Privacy regulation in asymmetric environments," Journal of Regulatory Economics, Springer, vol. 66(2), pages 157-173, December.
    22. Henk Kox & Bas Straathof & Gijsbert Zwart, 2017. "Targeted advertising, platform competition, and privacy," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(3), pages 557-570, September.
    23. Anna D'Annunzio & Antonio Russo, 2017. "Ad Networks and Consumer Tracking," CESifo Working Paper Series 6667, CESifo.
    24. Matthew J. Schneider & Shawn Mankad, 2021. "A Two-Stage Authorship Attribution Method Using Text and Structured Data for De-Anonymizing User-Generated Content," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 8(3), pages 66-83, September.
    25. de Cornière, Alexandre & Taylor, Greg, 2022. "Data and Competition: a Simple Framework with Applications to Mergers and Market Structure," CEPR Discussion Papers 14446, C.E.P.R. Discussion Papers.
    26. Catherine Tucker, 2019. "Digital Data, Platforms and the Usual [Antitrust] Suspects: Network Effects, Switching Costs, Essential Facility," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 54(4), pages 683-694, June.
    27. Jan Bouckaert & Hans Degryse, 2013. "Default Options and Social Welfare: Opt In versus Opt Out," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 169(3), pages 468-489, September.
    28. Helia Marreiros & Mirco Tonin & Michael Vlassopoulos & m.c. schraefel, 2016. ""Now that you mention it": A Survey Experiment on Information, Salience and Online Privacy," CESifo Working Paper Series 5756, CESifo.
    29. Hoffmann, Florian & Inderst, Roman & Ottaviani, Marco, 2022. "Persuasion Through Selective Disclosure: Implications for Marketing, Campaigning, and Privacy Regulation," CEPR Discussion Papers 16901, C.E.P.R. Discussion Papers.
    30. Kesler, Reinhold & Kummer, Michael E. & Schulte, Patrick, 2019. "Competition and privacy in online markets: Evidence from the mobile app industry," ZEW Discussion Papers 19-064, ZEW - Leibniz Centre for European Economic Research.
    31. Caleb S. Fuller, 2017. "The perils of privacy regulation," The Review of Austrian Economics, Springer;Society for the Development of Austrian Economics, vol. 30(2), pages 193-214, June.
    32. Michael R. Baye & David E. M. Sappington, 2020. "Revealing transactions data to third parties: Implications of privacy regimes for welfare in online markets," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 29(2), pages 260-275, April.
    33. Pehr-Johan Norbäck & Lars Persson, 2024. "Why generative AI can make creative destruction more creative but less destructive," Small Business Economics, Springer, vol. 63(1), pages 349-377, June.
    34. Jun, Jooyong & Kim, Jeong-Yoo, 2024. "Strict liability versus negligence in the case of data breach," International Review of Law and Economics, Elsevier, vol. 79(C).
    35. Congiu, Raffaele & Sabatino, Lorien & Sapi, Geza, 2022. "The Impact of Privacy Regulation on Web Traffic: Evidence From the GDPR," Information Economics and Policy, Elsevier, vol. 61(C).
    36. Can Kaplan & Stefan Tewes, 2019. "Redesigning Business Model Strategy: The Digital Future of Retailing in Europe," Journal of International Business Research and Marketing, Inovatus Services Ltd., vol. 4(3), pages 7-13, March.
    37. Guy Aridor & Yeon-Koo Che & Tobias Salz, 2020. "The Effect of Privacy Regulation on the Data Industry: Empirical Evidence from GDPR," NBER Working Papers 26900, National Bureau of Economic Research, Inc.
    38. Morlok, Tina & Matt, Christian & Hess, Thomas, 2017. "Privatheitsforschung in den Wirtschaftswissenschaften: Entwicklung, Stand und Perspektiven," Working Papers 1/2017, University of Munich, Munich School of Management, Institute for Information Systems and New Media.
    39. Miguel Godinho de Matos & Idris Adjerid, 2022. "Consumer Consent and Firm Targeting After GDPR: The Case of a Large Telecom Provider," Management Science, INFORMS, vol. 68(5), pages 3330-3378, May.
    40. de Cornière, Alexandre & Taylor, Greg, 2020. "Data and Competition: a General Framework with Applications to Mergers, Market Structure, and Privacy Policy," TSE Working Papers 20-1076, Toulouse School of Economics (TSE).
    41. Krämer, Jan & Wohlfarth, Michael, 2018. "Market power, regulatory convergence, and the role of data in digital markets," Telecommunications Policy, Elsevier, vol. 42(2), pages 154-171.
    42. Bleier, Alexander & Goldfarb, Avi & Tucker, Catherine, 2020. "Consumer privacy and the future of data-based innovation and marketing," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 466-480.
    43. Nicholas Martin & Christian Matt & Crispin Niebel & Knut Blind, 2019. "How Data Protection Regulation Affects Startup Innovation," Information Systems Frontiers, Springer, vol. 21(6), pages 1307-1324, December.
    44. Khim-Yong Goh & Kai-Lung Hui & Ivan P. L. Png, 2015. "Privacy and Marketing Externalities: Evidence from Do Not Call," Management Science, INFORMS, vol. 61(12), pages 2982-3000, December.
    45. Vincent Conitzer & Curtis R. Taylor & Liad Wagman, 2012. "Hide and Seek: Costly Consumer Privacy in a Market with Repeat Purchases," Marketing Science, INFORMS, vol. 31(2), pages 277-292, March.
    46. Wolfgang Kerber & Karsten K. Zolna, 2021. "The German Facebook Case: The Law and Economics of the Relationship between Competition and Data Protection Law," MAGKS Papers on Economics 202114, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    47. Jing Yan, 2024. "Data privacy regulation and cross-border e-commerce," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 51(4), pages 913-927, November.
    48. Koski, Heli & Valmari, Nelli, 2020. "Short-term Impacts of the GDPR on Firm Performance," ETLA Working Papers 77, The Research Institute of the Finnish Economy.
    49. Sabatino, Lorien & Sapi, Geza, 2019. "Online privacy and market structure: Theory and evidence," DICE Discussion Papers 308, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    50. Norman, George & Pepall, Lynne & Richards, Dan & Tan, Liang, 2016. "Competition and consumer data: The good, the bad, and the ugly," Research in Economics, Elsevier, vol. 70(4), pages 752-765.
    51. Carl Benedikt Frey & Giorgio Presidente, 2024. "Privacy regulation and firm performance: Estimating the GDPR effect globally," Economic Inquiry, Western Economic Association International, vol. 62(3), pages 1074-1089, July.
    52. Choi, Jay Pil & Jeon, Doh-Shin & Kim, Byung-Cheol, 2019. "Privacy and personal data collection with information externalities," Journal of Public Economics, Elsevier, vol. 173(C), pages 113-124.
    53. Tom'as Aguirre, 2024. "On Labs and Fabs: Mapping How Alliances, Acquisitions, and Antitrust are Shaping the Frontier AI Industry," Papers 2406.01722, arXiv.org, revised Jun 2024.
    54. Darcy W E Allen & Alastair Berg & Chris Berg & Brendan Markey-Towler & Jason Potts, 2019. "Some economic consequences of the GDPR," Economics Bulletin, AccessEcon, vol. 39(2), pages 785-797.
    55. Wolfgang Kerber & Karsten K. Zolna, 2022. "The German Facebook case: the law and economics of the relationship between competition and data protection law," European Journal of Law and Economics, Springer, vol. 54(2), pages 217-250, October.
    56. Jian Jia & Ginger Zhe Jin & Liad Wagman, 2021. "The Short-Run Effects of the General Data Protection Regulation on Technology Venture Investment," Marketing Science, INFORMS, vol. 40(4), pages 661-684, July.
    57. Nie, Fapeng & Li, Xiang & Zhou, Chang, 2024. "Impact of privacy regulation involving information collection on the ride-hailing market," Omega, Elsevier, vol. 126(C).
    58. Mert Demirer & Diego Jimenez-Hernandez & Dean Li & Sida Peng, 2024. "Data, Privacy Laws and Firm Production: Evidence from the GDPR," Working Paper Series WP 2024-02, Federal Reserve Bank of Chicago.
    59. Michael L. Katz, 2019. "Multisided Platforms, Big Data, and a Little Antitrust Policy," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 54(4), pages 695-716, June.
    60. Prüfer, J.O., 2014. "Trusting Privacy in the Cloud," Discussion Paper 2014-073, Tilburg University, Center for Economic Research.
    61. Bertschek, Irene & Briglauer, Wolfgang & Hüschelrath, Kai & Krämer, Jan & Frübing, Stefan & Kesler, Reinhold & Saam, Marianne, 2016. "Metastudie zum Fachdialog Ordnungsrahmen für die Digitale Wirtschaft: Im Auftrag des Bundesministeriums für Wirtschaft und Energie (BMWi)," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 147040.
    62. Jian Jia & Ginger Zhe Jin & Liad Wagman, 2018. "The Short-Run Effects of GDPR on Technology Venture Investment," NBER Working Papers 25248, National Bureau of Economic Research, Inc.
    63. Blind, Knut & Niebel, Crispin Miles & Rammer, Christian, 2022. "The impact of the EU General Data Protection Regulation on innovation in firms," ZEW Discussion Papers 22-047, ZEW - Leibniz Centre for European Economic Research.
    64. Budzinski, Oliver, 2016. "Aktuelle Herausforderungen der Wettbewerbspolitik durch Marktplätze im Internet," Ilmenau Economics Discussion Papers 103, Ilmenau University of Technology, Institute of Economics.
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  19. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2015. "Crowdfunding: Geography, Social Networks, and the Timing of Investment Decisions," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 24(2), pages 253-274, June.

    Cited by:

    1. Bagheri, Afsaneh & Chitsazan, Hasti & Ebrahimi, Ashkan, 2019. "Crowdfunding motivations: A focus on donors' perspectives," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 218-232.
    2. Timothy N. Cason & Alex Tabarrok & Robertas Zubrickas, 2021. "Early Refund Bonuses Increase Successful Crowdfunding," Purdue University Economics Working Papers 1326, Purdue University, Department of Economics.
    3. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2015. "Slack Time and Innovation," NBER Working Papers 21134, National Bureau of Economic Research, Inc.
    4. Vincenzo Butticè & Diego Useche, 2022. "Crowdfunding to overcome the immigrant entrepreneurs’ liability of outsidership: the role of internal social capital," Post-Print hal-03593089, HAL.
    5. D.J Cumming & Gaël Leboeuf & A Schwienbacher, 2019. "Crowdfunding models: Keep‐It‐All vs. All‐Or‐Nothing," Post-Print hal-02126971, HAL.
    6. Gordon Burtch & Anindya Ghose & Sunil Wattal, 2016. "Secret Admirers: An Empirical Examination of Information Hiding and Contribution Dynamics in Online Crowdfunding," Information Systems Research, INFORMS, vol. 27(3), pages 478-496, September.
    7. Gordon Burtch & Diwakar Gupta & Paola Martin, 2021. "Referral Timing and Fundraising Success in Crowdfunding," Manufacturing & Service Operations Management, INFORMS, vol. 23(3), pages 676-694, May.
    8. Pietro Alessandrini & Luca Papi, 2018. "Banche locali e piccole imprese dopo la crisi tra nuove regole e innovazioni digitali," Mo.Fi.R. Working Papers 148, Money and Finance Research group (Mo.Fi.R.) - Univ. Politecnica Marche - Dept. Economic and Social Sciences.
    9. Shaheer, Noman Ahmed & Li, Sali, 2020. "The CAGE around cyberspace? How digital innovations internationalize in a virtual world," Journal of Business Venturing, Elsevier, vol. 35(1).
    10. Battaglia, Francesca & Regoli, Andrea & Agnese, Paolo, 2022. "Do local innovation systems promote successful equity crowdfunding campaigns? Evidence from Italy," Finance Research Letters, Elsevier, vol. 48(C).
    11. Elitzur, Ramy & Muttath, Peri & Soberman, David, 2024. "Crowdfunding and too much choice: A recipe for disappointment," Journal of Business Venturing Insights, Elsevier, vol. 21(C).
    12. George, Lisa M. & Peukert, Christian, 2019. "Social networks and the demand for news," Information Economics and Policy, Elsevier, vol. 49(C).
    13. Lihuan Guo & Wei Wang & Yenchun Jim Wu & Mark Goh, 2021. "How much do social connections matter in fundraising outcomes?," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-23, December.
    14. Douglas J. Cumming & Silvio Vismara, 2017. "De-segmenting research in entrepreneurial finance," Venture Capital, Taylor & Francis Journals, vol. 19(1-2), pages 17-27, January.
    15. Matthew Ellman & Sjaak Hurkens, 2014. "Optimal Crowdfunding Design," Working Papers 14-21, NET Institute.
    16. Siemroth, Christoph & Hornuf, Lars, 2023. "Why Do Retail Investors Pick Green Investments? A Lab-in-the-Field Experiment with Crowdfunders," Journal of Economic Behavior & Organization, Elsevier, vol. 209(C), pages 74-90.
    17. Yuho Chung & Yiwei Li & Jianmin Jia, 2021. "Exploring embeddedness, centrality, and social influence on backer behavior: the role of backer networks in crowdfunding," Journal of the Academy of Marketing Science, Springer, vol. 49(5), pages 925-946, September.
    18. Yan Lin & Wai Fong Boh, 2020. "How different Are crowdfunders? Examining archetypes of crowdfunders," Journal of the Association for Information Science & Technology, Association for Information Science & Technology, vol. 71(11), pages 1357-1370, November.
    19. Douglas Cumming & Lars Hornuf & Moein Karami & Denis Schweizer, 2023. "Disentangling Crowdfunding from Fraudfunding," Journal of Business Ethics, Springer, vol. 182(4), pages 1103-1128, February.
    20. F.H.J. Polzin & H.S. Toxopeus & F.C. Stam, 2016. "The wisdom of the crowd in funding:: Information heterogeneity and social networks of crowdfunder," Working Papers 16-15, Utrecht School of Economics.
    21. Haruvy, Ernan & Li, Sherry Xin & McCabe, Kevin & Twieg, Peter, 2017. "Communication and visibility in public goods provision," Games and Economic Behavior, Elsevier, vol. 105(C), pages 276-296.
    22. Anton Miglo, 2020. "Crowdfunding in a Competitive Environment," JRFM, MDPI, vol. 13(3), pages 1-38, February.
    23. Maximilian Goethner & Lars Hornuf & Tobias Regner, 2020. "Protecting Investors in Equity Crowdfunding: An Empirical Analysis of the Small Investor Protection Act," Jena Economics Research Papers 2020-009, Friedrich-Schiller-University Jena.
    24. Chan, Nathan W. & Wolk, Leonard, 2020. "Cost-effective giving with multiple public goods," Journal of Economic Behavior & Organization, Elsevier, vol. 173(C), pages 130-145.
    25. Bitterl, Sally & Schreier, Martin, 2018. "When consumers become project backers: The psychological consequences of participation in crowdfunding," International Journal of Research in Marketing, Elsevier, vol. 35(4), pages 673-685.
    26. Grazia Cecere & Fabrice Le Guel & Fabrice Rochelandet, 2017. "Crowdfunding and social influence: an empirical investigation," Applied Economics, Taylor & Francis Journals, vol. 49(57), pages 5802-5813, December.
    27. Fabrice Hervé & Elodie Manthé & Aurélie Sannajust & Armin Schwienbacher, 2019. "Determinants of Individual Investment Decisions in Investment-Based Crowdfunding," Post-Print hal-02065048, HAL.
    28. Ling Ge & Xuechen Luo, 2016. "Team rivalry and lending on crowdfunding platforms: an empirical analysis," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 2(1), pages 1-8, December.
    29. Hossain Mokter & Oparaocha Gospel Onyema, 2017. "Crowdfunding: Motives, Definitions, Typology and Ethical Challenges," Entrepreneurship Research Journal, De Gruyter, vol. 7(2), pages 1-14, April.
    30. Lars Hornuf & Matthias Schmitt & Eliza Stenzhorn, 2022. "The local bias in equity crowdfunding: Behavioral anomaly or rational preference?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 31(3), pages 693-733, August.
    31. Su, Linlin & Cheng, Xusen & Hua, Ying & Zhang, Wenping, 2021. "What leads to value co-creation in reward-based crowdfunding? A person-environment fit perspective," Transportation Research Part E: Logistics and Transportation Review, Elsevier, vol. 149(C).
    32. Mikael Petitjean, 2018. "What explains the success of reward-based crowdfunding campaigns as they unfold? Evidence from the French crowdfunding platform KissKissBankBank," Post-Print hal-01916371, HAL.
    33. Fung, Derrick W.H. & Lee, Wing Yan & Yeh, Jason J.H. & Yuen, Fei Lung, 2020. "Friend or foe: The divergent effects of FinTech on financial stability," Emerging Markets Review, Elsevier, vol. 45(C).
    34. Xiaohong Huang & Rezaul Kabir & Thuy Ngoc Nguyen, 2024. "Do project quality and founder information signals always matter? Evidence from equity and reward crowdfunding," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 29(3), pages 3309-3325, July.
    35. Boudreau, Kevin J. & Jeppesen, Lars Bo & Reichstein, Toke & Rullani, Francesco, 2021. "Crowdfunding as Donations to Entrepreneurial Firms," Research Policy, Elsevier, vol. 50(7).
    36. Andrej Woerner & Sander Onderstal & Arthur Schram, 2023. "Comparing Crowdfunding Mechanisms: Introducing the Generalized Moulin-Shenker Mechanism," Rationality and Competition Discussion Paper Series 464, CRC TRR 190 Rationality and Competition.
    37. Cumming, Douglas J. & Leboeuf, Gael & Schwienbacher, Armin, 2017. "Crowdfunding cleantech," Energy Economics, Elsevier, vol. 65(C), pages 292-303.
    38. René Vásquez-Ordóñez, Luis & Lassala, Carlos & Ulrich, Klaus & Ribeiro-Navarrete, Samuel, 2023. "Efficiency factors in the financing of renewable energy projects through crowdlending," Journal of Business Research, Elsevier, vol. 155(PB).
    39. Butticè, Vincenzo & Di Pietro, Francesca & Tenca, Francesca, 2020. "Is equity crowdfunding always good? Deal structure and the attraction of venture capital investors," Journal of Corporate Finance, Elsevier, vol. 65(C).
    40. Gary Dushnitsky & Evila Piva & Cristina Rossi‐Lamastra, 2022. "Investigating the mix of strategic choices and performance of transaction platforms: Evidence from the crowdfunding setting," Strategic Management Journal, Wiley Blackwell, vol. 43(3), pages 563-598, March.
    41. Huiling Zhang & Yaokuang Li & Juan Wu & Li Ling, 2022. "How do the network structures of lead investors affect the following of distant strangers? Evidence from Chinese equity crowdfunding," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(8), pages 3516-3533, December.
    42. Majid Ahmadi & Nathan Durst & Jeff Lachman & Mason List & Noah List & John List & Atom Vayalinkal, 2022. "Nothing Propinks Like Propinquity: Using Machine Learning to Estimate the Effects of Spatial Proximity in the Major League Baseball Draft," Artefactual Field Experiments 00758, The Field Experiments Website.
    43. Chia-Ling Chang & Yen-Sheng Lee & Han-Kun Tien, 2021. "Does Venture Capital Affect Crowdfunding Performance?," Economic Review: Journal of Economics and Business, University of Tuzla, Faculty of Economics, vol. 19(2), pages 53-64, November.
    44. Esther Gal‐Or & Ronen Gal‐Or & Nabita Penmetsa, 2019. "Can platform competition support market segmentation? Network externalities versus matching efficiency in equity crowdfunding markets," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 28(3), pages 420-435, June.
    45. Sha Zhou & Tao Ma & Zhengchi Liu, 2021. "Crowdfunding as a screener for collective investment," Electronic Commerce Research, Springer, vol. 21(1), pages 195-221, March.
    46. Thomas Niemand & Sascha Kraus & Martin Angerer & Ferdinand Thies & Alicia Mas-Tur, 2019. "More is not always better—non-linear effects in crowdfunding," International Journal of Quality Innovation, Springer, vol. 5(1), pages 1-10, December.
    47. Tanja Jovanović, 2019. "Crowdfunding: What Do We Know So Far?," International Journal of Innovation and Technology Management (IJITM), World Scientific Publishing Co. Pte. Ltd., vol. 16(01), pages 1-25, February.
    48. Wang, Xiaoting & Hou, Siyuan & Kyaw, Khine & Xue, Xupeng & Liu, Xueqin, 2023. "Exploring the determinants of Fintech Credit: A comprehensive analysis," Economic Modelling, Elsevier, vol. 126(C).
    49. Wehnert, Peter & Baccarella, Christian V. & Beckmann, Markus, 2019. "In crowdfunding we trust? Investigating crowdfunding success as a signal for enhancing trust in sustainable product features," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 128-137.
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    1. Decarolis, Francesco & Rovigatti, Gabriele, 2019. "From Mad Men to Maths Men: Concentration and Buyer Power in Online Advertising," CEPR Discussion Papers 13897, C.E.P.R. Discussion Papers.
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    4. Salome Baslandze & Jeremy Greenwood & Ricardo Marto & Sara Moreira, 2023. "The Expansion of Varieties in the New Age of Advertising," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 50, pages 171-210, October.
    5. He Xi & Lopez Rigoberto & Liu Yizao, 2017. "Are Online and Offline Advertising Substitutes or Complements? Evidence from U.S. Food Industries," Journal of Agricultural & Food Industrial Organization, De Gruyter, vol. 15(2), pages 1-10, December.
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    7. Lionel Ragot & Mathilde Aubouin, 2024. "The Macroeconomics of Free Digital Services," EconomiX Working Papers 2024-20, University of Paris Nanterre, EconomiX.
    8. Stefan Bechtold & Catherine Tucker, 2014. "Trademarks, Triggers, and Online Search," Journal of Empirical Legal Studies, John Wiley & Sons, vol. 11(4), pages 718-750, December.
    9. Michail Batikas & Jörg Claussen & Christian Peukert, 2018. "Follow The Money: Online Piracy and Self-Regulation in the Advertising Industry," CESifo Working Paper Series 6852, CESifo.
    10. Wei Zhou & Zidong Wang, 2020. "Competing for Search Traffic in Query Markets: Entry Strategy, Platform Design, and Entrepreneurship," Working Papers 20-12, NET Institute.
    11. He, Xi & Lopez, Rigoberto & Liu, Yizao, 2015. "Substitution between Online and Offline Advertising: Evidence from the Carbonated Soft Drink Industry," Working Paper series 290109, University of Connecticut, Charles J. Zwick Center for Food and Resource Policy.
    12. Li, Sanxi & Peitz, Martin & Zhao, Xiaojian, 2014. "Information Disclosure and Consumer Awareness," Working Papers 14-28, University of Mannheim, Department of Economics.
    13. Hana Choi & Carl F. Mela & Santiago R. Balseiro & Adam Leary, 2020. "Online Display Advertising Markets: A Literature Review and Future Directions," Information Systems Research, INFORMS, vol. 31(2), pages 556-575, June.
    14. Avi Goldfarb & Victor Tremblay, 2014. "Introduction: The Economics of Internet Advertising," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 113-114, March.
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    31. Ivan De Battista & Franco Curmi & Emanuel Said, 2021. "Influencing Factors Affecting Young People’s Attitude Towards Online Advertising: A Systematic Literature Review," International Review of Management and Marketing, Econjournals, vol. 11(3), pages 58-72.
    32. Saur, Marc P. & Schlatterer, Markus G. & Schmitt, Stefanie Y., 2022. "Limited perception and price discrimination in a model of horizontal product differentiation," Games and Economic Behavior, Elsevier, vol. 134(C), pages 151-168.
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    34. Joseph Golden & John Joseph Horton, 2021. "The Effects of Search Advertising on Competitors: An Experiment Before a Merger," Management Science, INFORMS, vol. 67(1), pages 342-362, January.
    35. Salome Baslandze & Jeremy Greenwood & Ricardo Marto & Sara Moreira, 2023. "The Expansion of Product Varieties in the New Age of Advertising," Economie d'Avant Garde Research Reports 37, Economie d'Avant Garde.
    36. Nico Neumann & Catherine E. Tucker & Kumar Subramanyam & John Marshall, 2023. "Is first- or third-party audience data more effective for reaching the ‘right’ customers? The case of IT decision-makers," Quantitative Marketing and Economics (QME), Springer, vol. 21(4), pages 519-571, December.
    37. Garrett Johnson & Julian Runge & Eric Seufert, 2022. "Privacy-Centric Digital Advertising: Implications for Research," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 9(1), pages 49-54, June.
    38. Alexandre Chirat, 2022. "Consumer sovereignty in the digital society," EconomiX Working Papers 2022-25, University of Paris Nanterre, EconomiX.
    39. Steffen, Nico & Wiewiorra, Lukas & Kroon, Peter, 2021. "Wettbewerb und Regulierung in der Plattform- und Datenökonomie," WIK Discussion Papers 481, WIK Wissenschaftliches Institut für Infrastruktur und Kommunikationsdienste GmbH.
    40. Jiwoong Shin & Jungju Yu, 2021. "Targeted Advertising and Consumer Inference," Marketing Science, INFORMS, vol. 40(5), pages 900-922, September.
    41. Athanasios Tsadiras & Marina Nerantzidou, 2019. "An Experimental Study on Social Media Advertising for Charity," International Journal of Economics & Business Administration (IJEBA), International Journal of Economics & Business Administration (IJEBA), vol. 0(4), pages 403-416.
    42. Suciu Marta Christina & Năsulea Christian & Năsulea Diana Florentina, 2019. "The Long-Term Effectiveness of Advertising Driven Sales for E-Commerce SMEs," Proceedings of the International Conference on Business Excellence, Sciendo, vol. 13(1), pages 1180-1191, May.
    43. Nishant Chadha & Viswanath Pingali & Daniel Sokol, 2023. "Small Businesses and Digital Platforms," IIMA Working Papers WP 2023-09-01, Indian Institute of Management Ahmedabad, Research and Publication Department.
    44. Bayer, Emanuel & Srinivasan, Shuba & Riedl, Edward J. & Skiera, Bernd, 2020. "The impact of online display advertising and paid search advertising relative to offline advertising on firm performance and firm value," International Journal of Research in Marketing, Elsevier, vol. 37(4), pages 789-804.
    45. Fujisawa, Chieko & Kasuga, Norihiro, 2022. "Differentiation Strategy for Firms: Online Ad versus Mass Media Ad," 31st European Regional ITS Conference, Gothenburg 2022: Reining in Digital Platforms? Challenging monopolies, promoting competition and developing regulatory regimes 265629, International Telecommunications Society (ITS).

  21. Anja Lambrecht & Avi Goldfarb & Alessandro Bonatti & Anindya Ghose & Daniel Goldstein & Randall Lewis & Anita Rao & Navdeep Sahni & Song Yao, 2014. "How do firms make money selling digital goods online?," Marketing Letters, Springer, vol. 25(3), pages 331-341, September.

    Cited by:

    1. Janek Meyn & Michael Kandziora & Sönke Albers & Michel Clement, 2023. "Consequences of platforms' remuneration models for digital content: initial evidence and a research agenda for streaming services," Journal of the Academy of Marketing Science, Springer, vol. 51(1), pages 114-131, January.
    2. Manqi (Maggie) Li & Yan Huang & Amitabh Sinha, 2020. "Data-Driven Promotion Planning for Paid Mobile Applications," Information Systems Research, INFORMS, vol. 31(3), pages 1007-1029, September.
    3. Jian Pei, 2020. "A Survey on Data Pricing: from Economics to Data Science," Papers 2009.04462, arXiv.org, revised Nov 2020.
    4. Qiwei Han & Carolina Lucas & Emila Aguiar & Patrícia Macedo & Zhenze Wu, 2023. "Towards privacy-preserving digital marketing: an integrated framework for user modeling using deep learning on a data monetization platform," Electronic Commerce Research, Springer, vol. 23(3), pages 1701-1730, September.
    5. Lefouili, Yassine & Toh, Ying Lei, 2017. "Privacy and Quality," IDEI Working Papers 867, Institut d'Économie Industrielle (IDEI), Toulouse, revised Jan 2018.
    6. Saeed Alaei & Ali Makhdoumi & Azarakhsh Malekian & Saša Pekeč, 2022. "Revenue-Sharing Allocation Strategies for Two-Sided Media Platforms: Pro-Rata vs. User-Centric," Management Science, INFORMS, vol. 68(12), pages 8699-8721, December.
    7. Yunhyoung Kim & Jeonghoon Mo, 2018. "Pricing of Digital Video Supply Chain: Free versus Paid Service on the Direct Distribution Channel," Sustainability, MDPI, vol. 11(1), pages 1-14, December.
    8. Yassine Lefouili & Leonardo Madio & Ying Lei Toh, 2024. "Privacy regulation and quality-enhancing innovation," Post-Print hal-04774302, HAL.
    9. Tabares, Sabrina & Parida, Vinit & Visnjic, Ivanka, 2023. "Revenue models for digital services in the railway industry: A framework for choosing the right revenue model," Journal of Business Research, Elsevier, vol. 165(C).
    10. Jifeng Mu & Ellen Thomas & Jiayin Qi & Yong Tan, 2018. "Online group influence and digital product consumption," Journal of the Academy of Marketing Science, Springer, vol. 46(5), pages 921-947, September.
    11. Florian Morath & Johannes Münster, 2018. "Online Shopping and Platform Design with Ex Ante Registration Requirements," Management Science, INFORMS, vol. 64(1), pages 360-380, January.
    12. Rakesh Shrivastava, 2021. "Free Services On The Net: Move From Barter To Money," Working papers 2021-38-08, Voice of Research.
    13. Pankaj Chaudhary & Richelle Oakley DaSouza, 2024. "Consumer Readiness for Microtransactions in Digital Content Business Models," Businesses, MDPI, vol. 4(3), pages 1-18, September.
    14. Shmargad, Yotam & Watts, Jameson K.M., 2016. "When Online Visibility Deters Social Interaction: The Case of Digital Gifts," Journal of Interactive Marketing, Elsevier, vol. 36(C), pages 1-14.
    15. Chutian Wang & Bo Zhou & Yogesh V. Joshi, 2024. "Endogenous Consumption and Metered Paywalls," Marketing Science, INFORMS, vol. 43(1), pages 158-177, January.
    16. Tajvarpour, Mohammad Hossein & Pujari, Devashish, 2022. "The influence of narrative description on the success of crowdfunding campaigns: The moderating role of quality signals," Journal of Business Research, Elsevier, vol. 149(C), pages 123-138.
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    18. Benedict G. C. Dellaert, 2019. "The consumer production journey: marketing to consumers as co-producers in the sharing economy," Journal of the Academy of Marketing Science, Springer, vol. 47(2), pages 238-254, March.
    19. Julian Runge, & Stefan Wagner & Jörg Claussen & Daniel Klapper, 2016. "Freemium pricing: Evidence from a large-scale field experiment," ESMT Research Working Papers ESMT-16-06, ESMT European School of Management and Technology.
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    21. Schweitzer, Heike & Fetzer, Thomas & Peitz, Martin, 2016. "Digitale Plattformen: Bausteine für einen künftigen Ordnungsrahmen," ZEW Discussion Papers 16-042, ZEW - Leibniz Centre for European Economic Research.
    22. Estrin, Saul & Khavul, Susanna & Wright, Mike, 2022. "Soft and hard information in equity crowdfunding: network effects in the digitalization of entrepreneurial finance," LSE Research Online Documents on Economics 109808, London School of Economics and Political Science, LSE Library.
    23. Kannan, P.K. & Li, Hongshuang “Alice”, 2017. "Digital marketing: A framework, review and research agenda," International Journal of Research in Marketing, Elsevier, vol. 34(1), pages 22-45.
    24. Alfonso Vara-Miguel & Cristina Sánchez-Blanco & Charo Sádaba Chalezquer & Samuel Negredo, 2021. "Funding Sustainable Online News: Sources of Revenue in Digital-Native and Traditional Media in Spain," Sustainability, MDPI, vol. 13(20), pages 1-17, October.
    25. Enache, Andreea & Friberg, Richard & Wiklander, Magnus, 2023. "Demand for in-app purchases in mobile apps—A difference-in-difference approach," International Journal of Industrial Organization, Elsevier, vol. 88(C).
    26. Appel, Gil & Libai, Barak & Muller, Eitan & Shachar, Ron, 2020. "On the monetization of mobile apps," International Journal of Research in Marketing, Elsevier, vol. 37(1), pages 93-107.
    27. Ribeiro-Navarrete, Samuel & Saura, Jose Ramon & Palacios-Marqués, Daniel, 2021. "Towards a new era of mass data collection: Assessing pandemic surveillance technologies to preserve user privacy," Technological Forecasting and Social Change, Elsevier, vol. 167(C).
    28. Li, Sen & Chen, Yan, 2023. "How nonfungible tokens empower business model innovation," Business Horizons, Elsevier, vol. 66(4), pages 543-554.
    29. Ana Isabel Torres & César Lapa Barros & Amélia Ferreira Silva & Ricardo Jorge Silva, 2022. "The Pay What You Want pricing strategy applied to digital products: an essay," Journal of Revenue and Pricing Management, Palgrave Macmillan, vol. 21(5), pages 529-537, October.
    30. Stourm, Valeria & Bax, Eric, 2017. "Incorporating hidden costs of annoying ads in display auctions," International Journal of Research in Marketing, Elsevier, vol. 34(3), pages 622-640.
    31. Christian Homburg & Dominik M. Wielgos, 2022. "The value relevance of digital marketing capabilities to firm performance," Journal of the Academy of Marketing Science, Springer, vol. 50(4), pages 666-688, July.
    32. Lee, Ju-Yeon & Fang, Eric & Kim, Jisu J. & Li, Xiaoling & Palmatier, Robert W., 2018. "The Effect of Online Shopping Platform Strategies on Search, Display, and Membership Revenues," Journal of Retailing, Elsevier, vol. 94(3), pages 247-264.

  22. David Dranove & Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "The Trillion Dollar Conundrum: Complementarities and Health Information Technology," American Economic Journal: Economic Policy, American Economic Association, vol. 6(4), pages 239-270, November.
    See citations under working paper version above.
  23. Avi Goldfarb & Victor Tremblay, 2014. "Introduction: The Economics of Internet Advertising," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 113-114, March.

    Cited by:

    1. Eiji Yamamura, 2015. "Is university sports an advertisement in the higher education market? An analysis of the Hakone long-distance relay road race in Japan," ISER Discussion Paper 0922, Institute of Social and Economic Research, Osaka University.
    2. Aaltonen, Aleksi Ville & Alaimo, Cristina & Kallinikos, Jannis, 2021. "The making of data commodities: data analytics as an embedded process," LSE Research Online Documents on Economics 110296, London School of Economics and Political Science, LSE Library.

  24. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2014. "Some Simple Economics of Crowdfunding," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 63-97.
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  25. Anindya Ghose & Avi Goldfarb & Sang Pil Han, 2013. "How Is the Mobile Internet Different? Search Costs and Local Activities," Information Systems Research, INFORMS, vol. 24(3), pages 613-631, September.

    Cited by:

    1. Zhu, Dong Hong & Deng, Zhong Zhun & Chang, Ya Ping, 2020. "Understanding the influence of submission devices on online consumer reviews:A comparison between smartphones and PCs," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    2. Kim, Mingyung & Kim, Jeeyeon & Choi, Jeonghye & Trivedi, Minakshi, 2017. "Mobile Shopping Through Applications: Understanding Application Possession and Mobile Purchase," Journal of Interactive Marketing, Elsevier, vol. 39(C), pages 55-68.
    3. Guhl, Daniel & Klapper, Daniel & Massner, Katharina & Spann, Martin & Stich, Lucas & Yegoryan, Narine, 2017. "Behavioral Biases in Marketing," Rationality and Competition Discussion Paper Series 51, CRC TRR 190 Rationality and Competition.
    4. Beth L. Fossen & David A. Schweidel, 2019. "Measuring the Impact of Product Placement with Brand-Related Social Media Conversations and Website Traffic," Marketing Science, INFORMS, vol. 38(3), pages 481-499, May.
    5. Hemang Subramanian & Eric Overby, 2017. "Electronic Commerce, Spatial Arbitrage, and Market Efficiency," Information Systems Research, INFORMS, vol. 28(1), pages 97-116, March.
    6. Wu, Haibo & Wu, Chongfeng, 2024. "Mobile device use and the ranking effect on trading behavior: Evidence from natural experiments," Pacific-Basin Finance Journal, Elsevier, vol. 85(C).
    7. Hongyan Dai & Ling Ge & Chen Li & Yan Wen, 2022. "The interaction of discount promotion and display-related promotion on on-demand platforms," Information Systems and e-Business Management, Springer, vol. 20(2), pages 285-302, June.
    8. Viejo-Fernández, Nuria & Sanzo-Pérez, María José & Vázquez-Casielles, Rodolfo, 2020. "Is showrooming really so terrible? start understanding showroomers," Journal of Retailing and Consumer Services, Elsevier, vol. 54(C).
    9. Anindya Ghose & Sang Pil Han, 2014. "Estimating Demand for Mobile Applications in the New Economy," Management Science, INFORMS, vol. 60(6), pages 1470-1488, June.
    10. Jean-Pierre H. Dubé & Zheng Fang & Nathan Fong & Xueming Luo, 2016. "Competitive Price Targeting with Smartphone Coupons," NBER Working Papers 22067, National Bureau of Economic Research, Inc.
    11. Yang, Seungmi & Kwon, Youngsun, 2022. "Effects of mobile networks and Covid-19 on mobile shopping sales in South Korea," Telecommunications Policy, Elsevier, vol. 46(9).
    12. Jiang, Yan & Kim, Jeeyeon & Choi, Jeonghye & Kang, Moon Young, 2020. "From clicks to bricks: The impact of product launches in offline stores for digital retailers," Journal of Business Research, Elsevier, vol. 120(C), pages 302-311.
    13. Xueming Luo & Michelle Andrews & Zheng Fang & Chee Wei Phang, 2014. "Mobile Targeting," Management Science, INFORMS, vol. 60(7), pages 1738-1756, July.
    14. Yuxin Chen & Xinxin Li & Monic Sun, 2017. "Competitive Mobile Geo Targeting," Marketing Science, INFORMS, vol. 36(5), pages 666-682, September.
    15. Kaiquan Xu & Jason Chan & Anindya Ghose & Sang Pil Han, 2017. "Battle of the Channels: The Impact of Tablets on Digital Commerce," Management Science, INFORMS, vol. 63(5), pages 1469-1492, May.
    16. Dena Yadin & Inbal Yahav & Lior Zalmanson & Nira Munichor, 2024. "Resolving the Ethical Tension Between Creating a Civil Environment and Facilitating Free Expression Online: Comment Reordering as an Alternative to Comment Moderation," Journal of Business Ethics, Springer, vol. 192(2), pages 261-283, June.
    17. Yi-Jen (Ian) Ho & Sanjeev Dewan & Yi-Chun (Chad) Ho, 2020. "Distance and Local Competition in Mobile Geofencing," Information Systems Research, INFORMS, vol. 31(4), pages 1421-1442, December.
    18. Dante Donati, 2022. "The End of Tourist Traps: The Impact of Review Platforms on Quality Upgrading," CESifo Working Paper Series 9834, CESifo.
    19. Lim, Boram & Xie, Ying & Haruvy, Ernan, 2022. "The impact of mobile app adoption on physical and online channels," Journal of Retailing, Elsevier, vol. 98(3), pages 453-470.
    20. Na Wang & Shuangying Chen & Lei Xiao & Feng Fu, 2021. "The Sustainability of Superior Performance of Platform Complementor: Evidence from the Effects of Iterative Innovation and Visibility of App in iOS Platform in China," Sustainability, MDPI, vol. 13(7), pages 1-16, April.
    21. Barta, Sergio & Flavián, Carlos & Gurrea, Raquel, 2021. "Managing consumer experience and online flow: Differences in handheld devices vs PCs," Technology in Society, Elsevier, vol. 64(C).
    22. Anindya Ghose & Beibei Li & Siyuan Liu, 2019. "Mobile Targeting Using Customer Trajectory Patterns," Management Science, INFORMS, vol. 65(11), pages 5027-5049, November.
    23. Luo, Meiling & Li, Gang & Chen, Xudong, 2021. "Competitive location-based mobile coupon targeting strategy," Journal of Retailing and Consumer Services, Elsevier, vol. 58(C).
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    40. Kaatz, Christopher, 2020. "Retail in my pocket– replicating and extending the construct of service quality into the mobile commerce context," Journal of Retailing and Consumer Services, Elsevier, vol. 53(C).
    41. Sheng, Jie & Amankwah-Amoah, Joseph & Wang, Xiaojun, 2017. "A multidisciplinary perspective of big data in management research," International Journal of Production Economics, Elsevier, vol. 191(C), pages 97-112.
    42. Kim, Jeeyeon & Choi, Jeonghye & Chang, Sue Ryung & Trivedi, Minakshi, 2024. "The impact of offline store presence on digital sales: The moderating role of product functionality," Journal of Retailing and Consumer Services, Elsevier, vol. 78(C).
    43. Li, Zonghuo & Guan, Xu & Mei, Wanxia, 2023. "Coupon promotion and its cross-channel effect in omnichannel retailing industry: A time-sensitive strategy," International Journal of Production Economics, Elsevier, vol. 258(C).
    44. McLean, Graeme & Osei-Frimpong, Kofi & Al-Nabhani, Khalid & Marriott, Hannah, 2020. "Examining consumer attitudes towards retailers' m-commerce mobile applications – An initial adoption vs. continuous use perspective," Journal of Business Research, Elsevier, vol. 106(C), pages 139-157.
    45. Maferima Touré-Tillery & Lili Wang, 2022. "The Good-on-Paper Effect: How the Decision Context Influences Virtuous Behavior," Marketing Science, INFORMS, vol. 41(5), pages 1004-1024, September.
    46. Gary Madden & Aniruddha Banerjee & Paul N. Rappoport & Hiroaki Suenaga, 2017. "E-commerce transactions, the installed base of credit cards, and the potential mobile E-commerce adoption," Applied Economics, Taylor & Francis Journals, vol. 49(1), pages 21-32, January.
    47. Yang, Seungmi & Kwon, Youngsun, 2021. "Estimating the effects of Covid-19 and 5G in the submarkets of internet and mobile shopping," 23rd ITS Biennial Conference, Online Conference / Gothenburg 2021. Digital societies and industrial transformations: Policies, markets, and technologies in a post-Covid world 238061, International Telecommunications Society (ITS).
    48. Liu, Huan & Sese, F. Javier, 2022. "The Impact of Mobile App Adoption on Cross-buying: The Moderating Roles of Product Category Characteristics and Adoption Timing," Journal of Retailing, Elsevier, vol. 98(2), pages 241-259.
    49. Luis Aguiar Wicht, 2019. "Going Mobile: The Effects of Smartphone Usage on Internet Consumption," JRC Working Papers on Digital Economy 2019-07, Joint Research Centre.
    50. Dongwon Lee & Anandasivam Gopal & Sung-Hyuk Park, 2020. "Different but Equal? A Field Experiment on the Impact of Recommendation Systems on Mobile and Personal Computer Channels in Retail," Information Systems Research, INFORMS, vol. 31(3), pages 892-912, September.
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    52. Tianshu Sun & Guodong (Gordon) Gao & Ginger Zhe Jin, 2019. "Mobile Messaging for Offline Group Formation in Prosocial Activities: A Large Field Experiment," Management Science, INFORMS, vol. 67(6), pages 2717-2736, June.
    53. Anindya Ghose & Panagiotis G. Ipeirotis & Beibei Li, 2014. "Examining the Impact of Ranking on Consumer Behavior and Search Engine Revenue," Management Science, INFORMS, vol. 60(7), pages 1632-1654, July.
    54. Jiang Shen & Bang An & Man Xu & Dan Gan & Ting Pan, 2022. "Internal or External Word-of-Mouth (WOM), Why Do Patients Choose Doctors on Online Medical Services (OMSs) Single Platform in China?," IJERPH, MDPI, vol. 19(20), pages 1-14, October.
    55. Francesca De Canio & Marco Ieva & Cristina Ziliani, 2017. "Beyond the "mobile versus PC" dichotomy: Profiling online shoppers based on device usage," MERCATI & COMPETITIVIT?, FrancoAngeli Editore, vol. 2017(2), pages 99-121.
    56. Verhoef, Peter C. & Stephen, Andrew T. & Kannan, P.K. & Luo, Xueming & Abhishek, Vibhanshu & Andrews, Michelle & Bart, Yakov & Datta, Hannes & Fong, Nathan & Hoffman, Donna L. & Hu, Mandy Mantian & No, 2017. "Consumer Connectivity in a Complex, Technology-enabled, and Mobile-oriented World with Smart Products," Journal of Interactive Marketing, Elsevier, vol. 40(C), pages 1-8.
    57. Martin Quinn & Miguel Godinho de Matos & Christian Peukert, 2022. "The Welfare Effects of Mobile Internet Access - Evidence from Roam-Like-at-Home," CESifo Working Paper Series 9612, CESifo.
    58. Xiongkai Tan & Sha Zhang & Ruichen Ge & Hong Zhao, 2024. "Connectivity in crisis: the contrasting roles of mobile and non-mobile Internet on subjective well-being during the COVID-19 pandemic," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-10, December.
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    61. Anindya Ghose & Heeseung Andrew Lee & Wonseok Oh & Yoonseock Son, 2024. "Leveraging the Digital Tracing Alert in Virus Fight: The Impact of COVID-19 Cell Broadcast on Population Movement," Information Systems Research, INFORMS, vol. 35(2), pages 570-589, June.
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    65. Young Kwark & Gene Moo Lee & Paul A. Pavlou & Liangfei Qiu, 2021. "On the Spillover Effects of Online Product Reviews on Purchases: Evidence from Clickstream Data," Information Systems Research, INFORMS, vol. 32(3), pages 895-913, September.
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    Cited by:

    1. Mr. Nicola Pierri & Mr. Yannick Timmer, 2020. "Tech in Fin before FinTech: Blessing or Curse for Financial Stability?," IMF Working Papers 2020/014, International Monetary Fund.
    2. Olena Ivus & Matthew Boland, 2015. "The employment and wage impact of broadband deployment in Canada," Canadian Journal of Economics, Canadian Economics Association, vol. 48(5), pages 1803-1830, December.
    3. Bellou, Andriana, 2013. "The Impact of Internet Diffusion on Marriage Rates: Evidence from the Broadband Market," IZA Discussion Papers 7316, Institute of Labor Economics (IZA).
    4. Bertschek, Irene & Briglauer, Wolfgang & Hüschelrath, Kai & Kauf, Benedikt & Niebel, Thomas, 2016. "The economic impacts of telecommunications networks and broadband internet: A survey," ZEW Discussion Papers 16-056, ZEW - Leibniz Centre for European Economic Research.
    5. Reinhold, Mario & Thomsen, Stephan L., 2017. "The changing situation of labor market entrants in Germany : a long-run analysis of wages and occupational patterns," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 50(1), pages 161-174.
    6. Shi, Zheng, 2023. "The impact of regional ICT development on job quality of the employee in China," Telecommunications Policy, Elsevier, vol. 47(6).
    7. Oikonomou, Myrto & Pierri, Nicola & Timmer, Yannick, 2023. "IT shields: Technology adoption and economic resilience during the COVID-19 pandemic," Labour Economics, Elsevier, vol. 81(C).
    8. Mingfeng Lin & Siva Viswanathan, 2016. "Home Bias in Online Investments: An Empirical Study of an Online Crowdfunding Market," Management Science, INFORMS, vol. 62(5), pages 1393-1414, May.
    9. Benjamin Faber & Rosa Sanchis-Guarner & Felix Weinhardt, 2015. "ICT and Education: Evidence from Student Home Addresses," NBER Working Papers 21306, National Bureau of Economic Research, Inc.
    10. Falck, Oliver & Heimisch-Roecker, Alexandra & Wiederhold, Simon, 2021. "Returns to ICT skills," Research Policy, Elsevier, vol. 50(7).
    11. Luo, Jigang & Wang, Zhen & Wu, Maohua, 2021. "Effect of place-based policies on the digital economy: Evidence from the Smart City Program in China," Journal of Asian Economics, Elsevier, vol. 77(C).
    12. Candel Haug, Katharina & Kretschmer, Tobias & Strobel, Thomas, 2016. "Cloud adaptiveness within industry sectors – Measurement and observations," Telecommunications Policy, Elsevier, vol. 40(4), pages 291-306.
    13. Falck, Oliver & Gold, Robert & Heblich, Stephan, 2012. "E-Lections: Voting Behavior and the Internet," Stirling Economics Discussion Papers 2012-07, University of Stirling, Division of Economics.
    14. Hilal Atasoy, 2011. "ICT Use and Labor: Firm-Level Evidence from Turkey," Working Papers 11-23, NET Institute, revised Nov 2011.
    15. Nadine Fabritz, 2013. "The Impact of Broadband on Economic Activity in Rural Areas: Evidence from German Municipalities," ifo Working Paper Series 166, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    16. Briglauer, Wolfgang, 2017. "Does State Aid For Broadband Deployment In Rural Areas Close The Digital And Economic Divide?," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168055, Verein für Socialpolitik / German Economic Association.
    17. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Working Papers 20036, National Bureau of Economic Research, Inc.
    18. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.
    19. Jonas Hjort & Jonas Poulsen, 2017. "The Arrival of Fast Internet and Employment in Africa," NBER Working Papers 23582, National Bureau of Economic Research, Inc.
    20. Sarra Ben Yahmed & Francesco Berlingieri & Eduard Brüll, 2024. "Local Labour Market Resilience: The Role of Digitalisation and Working from Home," CESifo Working Paper Series 11114, CESifo.
    21. Timothy Bresnahan & Pai-Ling Yin, 2016. "Adoption of New Information and Communications Technologies in the Workplace Today," NBER Chapters, in: Innovation Policy and the Economy, Volume 17, pages 95-124, National Bureau of Economic Research, Inc.
    22. Mario Reinhold & Stephan Thomsen, 2017. "The changing situation of labor market entrants in Germany [Die veränderliche Situation für Berufseinsteiger in Deutschland]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 50(1), pages 161-174, August.
    23. Jin, Xin & Ma, Baojie & Zhang, Haifeng, 2023. "Impact of fast internet access on employment: Evidence from a broadband expansion in China," China Economic Review, Elsevier, vol. 81(C).
    24. Gopalan, Sasidaran & Reddy, Ketan & Sasidharan, Subash, 2022. "Does digitalization spur global value chain participation? Firm-level evidence from emerging markets," Information Economics and Policy, Elsevier, vol. 59(C).
    25. Andrew Reeson & Lachlan Rudd, 2016. "ICT Activity, Innovation and Productivity: An Analysis of Data From Australian Businesses," Economic Papers, The Economic Society of Australia, vol. 35(3), pages 245-255, September.
    26. Hilal Atasoy & Rajiv D. Banker & Paul A. Pavlou, 2016. "On the Longitudinal Effects of IT Use on Firm-Level Employment," Information Systems Research, INFORMS, vol. 27(1), pages 6-26, March.
    27. Nie, Peng & Peng, Xu & Luo, Tianyuan, 2023. "Internet use and fertility behavior among reproductive-age women in China," China Economic Review, Elsevier, vol. 77(C).
    28. Erling Barth & James C. Davis & Richard B. Freeman & Kristina McElheran, 2020. "Twisting the Demand Curve: Digitalization and the Older Workforce," NBER Working Papers 28094, National Bureau of Economic Research, Inc.
    29. Briglauer, Wolfgang & Stocker, Volker, 2020. "Bedeutung digitaler Infrastrukturen und Dienste und Maßnahmen zur Förderung der Resilienz in Krisenzeiten," Policy Notes 42, EcoAustria – Institute for Economic Research.
    30. Vazquez,Emmanuel Jose & Winkler,Hernan Jorge, 2017. "How is the internet changing labor market arrangements ? evidence from telecommunications reforms in Europe," Policy Research Working Paper Series 7976, The World Bank.
    31. Nikolas Zolas & Zachary Kroff & Erik Brynjolfsson & Kristina McElheran & David Beede & Catherine Buffington & Nathan Goldschlag & Lucia Foster & Emin Dinlersoz, 2020. "Advanced Technologies Adoption and Use by U.S. Firms: Evidence from the Annual Business Survey," Working Papers 20-40, Center for Economic Studies, U.S. Census Bureau.
    32. Nancy Stokey, 2021. "Technology and Skill: Twin Engines of Growth," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 40, pages 12-43, April.
    33. Charles Hoffreumon & Chris Forman & Nicolas van Zeebroeck, 2024. "Make or buy your artificial intelligence? Complementarities in technology sourcing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 452-479, March.
    34. Carlo Cambini & Elena Grinza & Lorien Sabatino, 2021. "Ultra-Fast Broadband Access and Productivity: Evidence from Italian Firms," Working Papers CEB 21-020, ULB -- Universite Libre de Bruxelles.
    35. Tranos, Emmanouil & Kitsos, Tasos & Wolf, Levi John, 2024. "Fast and furious: the productivity effects of the geography of experienced internet speeds," OSF Preprints va375, Center for Open Science.
    36. Akerman, Anders & Gaarder, Ingvil & Mogstad, Magne, 2013. "The Skill Complementarity of Broadband Internet," IZA Discussion Papers 7762, Institute of Labor Economics (IZA).
    37. Matthess, Marcel & Kunkel, Stefanie, 2020. "Structural change and digitalization in developing countries: Conceptually linking the two transformations," Technology in Society, Elsevier, vol. 63(C).
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    6. He, Xiang & Li, Michael Z.F. & Li, Li & Li, Jing & Hu, Jiao, 2024. "Competitive pricing and advertising strategies for online retailers with “showrooming” and “webrooming”," European Journal of Operational Research, Elsevier, vol. 316(2), pages 617-638.
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    30. Mwesiumo, Deodat & Halpern, Nigel & Budd, Thomas & Suau-Sanchez, Pere & Bråthen, Svein, 2021. "An exploratory and confirmatory composite analysis of a scale for measuring privacy concerns," Journal of Business Research, Elsevier, vol. 136(C), pages 63-75.
    31. Helia Marreiros & Mirco Tonin & Michael Vlassopoulos & m.c. schraefel, 2016. ""Now that you mention it": A Survey Experiment on Information, Salience and Online Privacy," CESifo Working Paper Series 5756, CESifo.
    32. Heng Xu & Nan Zhang, 2022. "From Contextualizing to Context Theorizing: Assessing Context Effects in Privacy Research," Management Science, INFORMS, vol. 68(10), pages 7383-7401, October.
    33. Ni Huang & Probal Mojumder & Tianshu Sun & Jinchi Lv & Joseph M. Golden, 2021. "Not Registered? Please Sign Up First: A Randomized Field Experiment on the Ex Ante Registration Request," Information Systems Research, INFORMS, vol. 32(3), pages 914-931, September.
    34. Dana Turjeman & Fred M. Feinberg, 2024. "When the Data Are Out: Measuring Behavioral Changes Following a Data Breach," Marketing Science, INFORMS, vol. 43(2), pages 440-461, March.
    35. Christa N. Gibbs & Benedict Guttman-Kenney & Donghoon Lee & Scott T. Nelson & Wilbert H. van der Klaauw & Jialan Wang, 2024. "Consumer Credit Reporting Data," NBER Working Papers 32791, National Bureau of Economic Research, Inc.
    36. Guillermo Gallego & Gerardo Berbeglia, 2021. "The Limits of Personalization in Assortment Optimization," Papers 2109.14861, arXiv.org, revised Jun 2024.
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    39. Jiadong Gu, 2024. "Data Trade and Consumer Privacy," Papers 2406.12457, arXiv.org, revised Jul 2024.
    40. Hemant K. Bhargava & Olivier Rubel & Elizabeth J. Altman & Ramnik Arora & Jörn Boehnke & Kaitlin Daniels & Timothy Derdenger & Bryan Kirschner & Darin LaFramboise & Pantelis Loupos & Geoffrey Parker &, 2020. "Platform data strategy," Marketing Letters, Springer, vol. 31(4), pages 323-334, December.
    41. Markos, Ereni & Labrecque, Lauren I. & Milne, George R., 2018. "A New Information Lens: The Self-concept and Exchange Context as a Means to Understand Information Sensitivity of Anonymous and Personal Identifying Information," Journal of Interactive Marketing, Elsevier, vol. 42(C), pages 46-62.
    42. Phuong Nguyen Hong Huynh & Tin Trung Hoang & Huynh Thi Thuy Phan & Quynh Le Nhu Nguyen, 2024. "The customers’ perception of privacy in the retail industry when adopting digital transformation," HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE - ECONOMICS AND BUSINESS ADMINISTRATION, HO CHI MINH CITY OPEN UNIVERSITY JOURNAL OF SCIENCE, HO CHI MINH CITY OPEN UNIVERSITY, vol. 14(2), pages 143-159.
    43. Long Chen & Yadong Huang & Shumiao Ouyang & Wei Xiong, 2021. "The Data Privacy Paradox and Digital Demand," Working Papers 2021-47, Princeton University. Economics Department..
    44. Garrett A. Johnson & Scott K. Shriver & Shaoyin Du, 2020. "Consumer Privacy Choice in Online Advertising: Who Opts Out and at What Cost to Industry?," Marketing Science, INFORMS, vol. 39(1), pages 33-51, January.
    45. Burtch, Gordon & Ghose, Anindya & Wattal, Sunil, 2015. "The hidden cost of accommodating crowdfunder privacy preferences: a randomized field experiment," Journal of Financial Perspectives, EY Global FS Institute, vol. 3(3), pages 138-154.
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    50. Laura Grassi, 2024. "In a world of Open Finance, are customers willing to share data? An analysis of the data-driven insurance business," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 14(3), pages 727-753, September.
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    53. Clavorà Braulin, Francesco, 2021. "The effects of personal information on competition: Consumer privacy and partial price discrimination," ZEW Discussion Papers 21-007, ZEW - Leibniz Centre for European Economic Research.
    54. Michiel Bijlsma & Carin van der Cruijsen & Nicole Jonker, 2021. "Not all data are created equal - Data sharing and privacy," Working Papers 728, DNB.
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  29. Avi Goldfarb & Teck-Hua Ho & Wilfred Amaldoss & Alexander Brown & Yan Chen & Tony Cui & Alberto Galasso & Tanjim Hossain & Ming Hsu & Noah Lim & Mo Xiao & Botao Yang, 2012. "Behavioral models of managerial decision-making," Marketing Letters, Springer, vol. 23(2), pages 405-421, June.

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    1. Xinyuan Liu & Zaiyan Wei & Mo Xiao, 2020. "Platform Mispricing and Lender Learning in Peer-to-Peer Lending," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 56(2), pages 281-314, March.
    2. James Agarwal & Wayne DeSarbo & Naresh K. Malhotra & Vithala Rao, 2015. "An Interdisciplinary Review of Research in Conjoint Analysis: Recent Developments and Directions for Future Research," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 2(1), pages 19-40, March.
    3. Halbheer , Daniel & Bertini , Marco & Koenigsberg, Oded, 2016. "Price and Quality Decisions by Self-Serving Managers," HEC Research Papers Series 1142, HEC Paris.
    4. Michael Grubb, 2015. "Behavioral Consumers in Industrial Organization: An Overview," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 47(3), pages 247-258, November.
    5. Michael D. Grubb, 2015. "Behavioral Consumers in Industrial Organization," Boston College Working Papers in Economics 879, Boston College Department of Economics.
    6. Daniels, David P. & Zlatev, Julian J., 2019. "Choice architects reveal a bias toward positivity and certainty," Organizational Behavior and Human Decision Processes, Elsevier, vol. 151(C), pages 132-149.
    7. Victor Aguirregabiria & Jihye Jeon, 2020. "Firms’ Beliefs and Learning: Models, Identification, and Empirical Evidence," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 56(2), pages 203-235, March.
    8. Nagel, Rosemarie & Bühren, Christoph & Frank, Björn, 2017. "Inspired and inspiring: Hervé Moulin and the discovery of the beauty contest game," Mathematical Social Sciences, Elsevier, vol. 90(C), pages 191-207.
    9. Yuxin Chen & Tony Haitao Cui, 2013. "The Benefit of Uniform Price for Branded Variants," Marketing Science, INFORMS, vol. 32(1), pages 36-50, March.
    10. Marcelo Resende & Eduardo Ferioli, 2014. "Magazine Subscription and Intertemporal Discounting: Some Further Evidence," CESifo Working Paper Series 5070, CESifo.
    11. Alina Ferecatu & Arnaud De Bruyn, 2022. "Understanding Managers’ Trade-Offs Between Exploration and Exploitation," Marketing Science, INFORMS, vol. 41(1), pages 139-165, January.
    12. Feng, Hairong & Zeng, Yinlian & Cai, Xiaoqiang & Qian, Qian & Zhou, Yongwu, 2021. "Altruistic profit allocation rules for joint replenishment with carbon cap-and-trade policy," European Journal of Operational Research, Elsevier, vol. 290(3), pages 956-967.
    13. Donate, Mario J. & Sánchez de Pablo, Jesús D., 2015. "The role of knowledge-oriented leadership in knowledge management practices and innovation," Journal of Business Research, Elsevier, vol. 68(2), pages 360-370.
    14. Alexia Gaudeul & Katharina Gangl & Oliver Kirchkamp & Louisa Kulke, 2024. "The impact of ethical feedback on moral emotions and managerial behavior: a labor market experiment," Jena Economics Research Papers 2024-002, Friedrich-Schiller-University Jena.
    15. Bonaccorsi, Andrea & Apreda, Riccardo & Fantoni, Gualtiero, 2020. "Expert biases in technology foresight. Why they are a problem and how to mitigate them," Technological Forecasting and Social Change, Elsevier, vol. 151(C).
    16. Zemin (Zachary) Zhong, 2022. "Chasing Diamonds and Crowns: Consumer Limited Attention and Seller Response," Management Science, INFORMS, vol. 68(6), pages 4380-4397, June.
    17. Zhenling Jiang, 2022. "An Empirical Bargaining Model with Left-Digit Bias: A Study on Auto Loan Monthly Payments," Management Science, INFORMS, vol. 68(1), pages 442-465, January.
    18. Yuxin Chen & Ozge Turut, 2018. "Entry deterrence/accommodation with imperfect strategic thinking capability," Quantitative Marketing and Economics (QME), Springer, vol. 16(2), pages 175-207, June.

  30. Avi Goldfarb & Catherine Tucker, 2011. "Online Display Advertising: Targeting and Obtrusiveness," Marketing Science, INFORMS, vol. 30(3), pages 389-404, 05-06.

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    1. Amirulfakhri Hazuki* & Mohd Hanafi Azman Ong & Zamalia Mahmud, 2018. "Mediating Effect of Brand Trust in the Relationship between Marketing Activities and Purchase Intention among the Malaysian Made Car Owners: A Pls-Sem Approach," The Journal of Social Sciences Research, Academic Research Publishing Group, pages 563-570:6.
    2. Peitz, Martin & Reisinger, Markus, 2014. "The Economics of Internet Media," Working Papers 14-23, University of Mannheim, Department of Economics.
    3. Shun-Yang Lee & Julian Runge & Daniel Yoo & Yakov Bart & Anett Gyurak & J. W. Schneider, 2023. "COVID-19 Demand Shocks Revisited: Did Advertising Technology Help Mitigate Adverse Consequences for Small and Midsize Businesses?," Papers 2307.09035, arXiv.org, revised Jan 2024.
    4. Zeng, Fue & Ye, Qing & Li, Jing & Yang, Zhilin, 2021. "Does self-disclosure matter? A dynamic two-stage perspective for the personalization-privacy paradox," Journal of Business Research, Elsevier, vol. 124(C), pages 667-675.
    5. Potoglou, Dimitris & Palacios, Juan & Feijoo, Claudio & Gómez Barroso, Jose-Luis, 2015. "The supply of personal information: A study on the determinants of information provision in e-commerce scenarios," 26th European Regional ITS Conference, Madrid 2015 127174, International Telecommunications Society (ITS).
    6. Pizzi, Gabriele & Vannucci, Virginia & Aiello, Gaetano, 2020. "Branding in the time of virtual reality: Are virtual store brand perceptions real?," Journal of Business Research, Elsevier, vol. 119(C), pages 502-510.
    7. Goette, Lorenz & Tripodi, Egon, 2024. "The limits of social recognition: Experimental evidence from blood donors," Journal of Public Economics, Elsevier, vol. 231(C).
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    10. Karle, Heiko & Peitz, Martin, 2016. "De-targeting: advertising an assortment of products to loss-averse consumers," Working Papers 16-03, University of Mannheim, Department of Economics.
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    23. Fujisawa, Chieko & Kasuga, Norihiro, 2021. "How should durable goods firms combine online and mass media advertisements to promote sales?," 23rd ITS Biennial Conference, Online Conference / Gothenburg 2021. Digital societies and industrial transformations: Policies, markets, and technologies in a post-Covid world 238023, International Telecommunications Society (ITS).
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    33. Victor M. Bennett & Robert Seamans & Feng Zhu, 2015. "Cannibalization and option value effects of secondary markets: Evidence from the US concert industry," Strategic Management Journal, Wiley Blackwell, vol. 36(11), pages 1599-1614, November.
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    35. Anja Lambrecht & Catherine Tucker, 2019. "Algorithmic Bias? An Empirical Study of Apparent Gender-Based Discrimination in the Display of STEM Career Ads," Management Science, INFORMS, vol. 65(7), pages 2966-2981, July.
    36. Shrihari Sridhar & Srinivasaraghavan Sriram, 2015. "Is online newspaper advertising cannibalizing print advertising?," Quantitative Marketing and Economics (QME), Springer, vol. 13(4), pages 283-318, December.
    37. Bleier, Alexander & Goldfarb, Avi & Tucker, Catherine, 2020. "Consumer privacy and the future of data-based innovation and marketing," International Journal of Research in Marketing, Elsevier, vol. 37(3), pages 466-480.
    38. Anindya Ghose & Panagiotis G. Ipeirotis & Beibei Li, 2019. "Modeling Consumer Footprints on Search Engines: An Interplay with Social Media," Management Science, INFORMS, vol. 65(3), pages 1363-1385, March.
    39. Monic Sun & Feng Zhu, 2011. "Ad Revenue and Content Commercialization: Evidence from Blogs," Working Papers 11-32, NET Institute.
    40. Joseph Golden & John Joseph Horton, 2021. "The Effects of Search Advertising on Competitors: An Experiment Before a Merger," Management Science, INFORMS, vol. 67(1), pages 342-362, January.
    41. Nadine Lindstädt & Oliver Budzinski, 2011. "Newspaper vs. Online Advertising – Is There a Niche for Newspapers in Modern Advertising Markets?," Working Papers 113/11, University of Southern Denmark, Department of Sociology, Environmental and Business Economics.
    42. Monic Sun & Feng Zhu, 2013. "Ad Revenue and Content Commercialization: Evidence from Blogs," Management Science, INFORMS, vol. 59(10), pages 2314-2331, October.
    43. Kireyev, Pavel & Pauwels, Koen & Gupta, Sunil, 2016. "Do display ads influence search? Attribution and dynamics in online advertising," International Journal of Research in Marketing, Elsevier, vol. 33(3), pages 475-490.
    44. Puneet Manchanda & Grant Packard & Adithya Pattabhiramaiah, 2015. "Social Dollars: The Economic Impact of Customer Participation in a Firm-Sponsored Online Customer Community," Marketing Science, INFORMS, vol. 34(3), pages 367-387, May.
    45. Yu (Jeffrey) Hu & Jiwoong Shin & Zhulei Tang, 2016. "Incentive Problems in Performance-Based Online Advertising Pricing: Cost per Click vs. Cost per Action," Management Science, INFORMS, vol. 62(7), pages 2022-2038, July.
    46. Vahideh Sadat Abedi & Oded Berman & Fred M. Feinberg & Dmitry Krass, 2022. "Strategic new product media planning under emergent channel substitution and synergy," Production and Operations Management, Production and Operations Management Society, vol. 31(5), pages 2143-2166, May.
    47. Mingyu Joo & Kenneth C. Wilbur & Bo Cowgill & Yi Zhu, 2014. "Television Advertising and Online Search," Management Science, INFORMS, vol. 60(1), pages 56-73, January.
    48. Francesco Castagna & Piera Centobelli & Roberto Cerchione & Emilio Esposito & Eugenio Oropallo & Renato Passaro, 2020. "Customer Knowledge Management in SMEs Facing Digital Transformation," Sustainability, MDPI, vol. 12(9), pages 1-16, May.
    49. Tucker, Catherine E., 2012. "The economics of advertising and privacy," International Journal of Industrial Organization, Elsevier, vol. 30(3), pages 326-329.

  35. Avi Goldfarb & Catherine Tucker, 2011. "Substitution Between Offline And Online Advertising Markets," Journal of Competition Law and Economics, Oxford University Press, vol. 7(1), pages 37-44.

    Cited by:

    1. Lindstädt, Nadine & Budzinski, Oliver, 2012. "Newspaper and internet display advertising - co-existence or substitution?," Ilmenau Economics Discussion Papers 74, Ilmenau University of Technology, Institute of Economics.
    2. Liu, Yizao & Lopez, Rigoberto A., 2013. "The Impact of Social Media on Consumer Demand: The Case of Carbonated Soft Drink Market," 2013 Annual Meeting, August 4-6, 2013, Washington, D.C. 148913, Agricultural and Applied Economics Association.
    3. He, Xi & Lopez, Rigoberto & Liu, Yizao, 2015. "Substitution between Online and Offline Advertising: Evidence from the Carbonated Soft Drink Industry," Working Paper series 290109, University of Connecticut, Charles J. Zwick Center for Food and Resource Policy.
    4. Xuqi Chen & Yan Heng & Zhifeng Gao & Yuan Jiang, 2022. "Impacts of duo‐regional generic advertising of social media on consumer preference," Agribusiness, John Wiley & Sons, Ltd., vol. 38(1), pages 21-44, January.
    5. Ni Huang & Gordon Burtch & Yili Hong & Paul A. Pavlou, 2020. "Unemployment and Worker Participation in the Gig Economy: Evidence from an Online Labor Market," Information Systems Research, INFORMS, vol. 31(2), pages 431-448, June.
    6. von Ehrlich, Maximilian & Greiner, Tanja, 2013. "The role of online platforms for media markets — Two-dimensional spatial competition in a two-sided market," International Journal of Industrial Organization, Elsevier, vol. 31(6), pages 723-737.
    7. Nadine Lindstädt & Oliver Budzinski, 2011. "Newspaper vs. Online Advertising – Is There a Niche for Newspapers in Modern Advertising Markets?," Working Papers 113/11, University of Southern Denmark, Department of Sociology, Environmental and Business Economics.

  36. Avi Goldfarb & Qiang Lu & Sridhar Moorthy, 2009. "Measuring Brand Value in an Equilibrium Framework," Marketing Science, INFORMS, vol. 28(1), pages 69-86, 01-02.
    See citations under working paper version above.
  37. Yupin Yang & Mengze Shi & Avi Goldfarb, 2009. "Estimating the Value of Brand Alliances in Professional Team Sports," Marketing Science, INFORMS, vol. 28(6), pages 1095-1111, 11-12.

    Cited by:

    1. Liu, Zhuping & Duan, Jason A & Mahajan, Vijay, 2020. "Dynamics and peer effects of brand revenue in college sports," International Journal of Research in Marketing, Elsevier, vol. 37(4), pages 756-771.
    2. Zamudio, César, 2016. "Matching with the stars: How brand personality determines celebrity endorsement contract formation," International Journal of Research in Marketing, Elsevier, vol. 33(2), pages 409-427.
    3. Jeremy T. Fox & David H. Hsu & Chenyu Yang, 2012. "Unobserved Heterogeneity in Matching Games with an Application to Venture Capital," NBER Working Papers 18168, National Bureau of Economic Research, Inc.
    4. Michael Lewis & Yeujun Yoon, 2018. "An Empirical Examination of the Development and Impact of Star Power in Major League Baseball," Journal of Sports Economics, , vol. 19(2), pages 155-187, February.
    5. Ashish Arora & Michelle Gittelman & Sarah Kaplan & John Lynch & Will Mitchell & Nicolaj Siggelkow & Denisa Mindruta & Mahka Moeen & Rajshree Agarwal, 2016. "A two-sided matching approach for partner selection and assessing complementarities in partners' attributes in inter-firm alliances," Strategic Management Journal, Wiley Blackwell, vol. 37(1), pages 206-231, January.
    6. Foutz, Natasha Zhang, 2017. "Entertainment Marketing," Foundations and Trends(R) in Marketing, now publishers, vol. 10(4), pages 215-333, October.
    7. Scott M. Kaplan, 2022. "Putting a price on popularity: Evidence from superstars in the National Basketball Association," Economic Inquiry, Western Economic Association International, vol. 60(3), pages 1357-1381, July.
    8. Ralf van der Lans & Bram Van den Bergh & Evelien Dieleman, 2014. "Partner Selection in Brand Alliances: An Empirical Investigation of the Drivers of Brand Fit," Marketing Science, INFORMS, vol. 33(4), pages 551-566, July.
    9. Pavan Rao Chennamaneni & Ramarao Desiraju, 2011. "Comarketing Alliances: Should You Contract on Actions or Outcomes?," Management Science, INFORMS, vol. 57(4), pages 752-762, April.
    10. Wei, Liyuan & Yang, Yupin, 2022. "An empirical investigation of director selection in movie preproduction: A two-sided matching approach," International Journal of Research in Marketing, Elsevier, vol. 39(3), pages 888-906.
    11. Inés Macho-Stadler & David Pérez-Castrillo, 2021. "Agency theory meets matching theory," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 12(1), pages 1-33, March.
    12. Koschmann, Anthony & Bowman, Douglas, 2018. "Evaluating marketplace synergies of ingredient brand alliances," International Journal of Research in Marketing, Elsevier, vol. 35(4), pages 575-590.
    13. Xiaole Wu & Fuqiang Zhang & Yu Zhou, 2022. "Brand Spillover as a Marketing Strategy," Management Science, INFORMS, vol. 68(7), pages 5348-5363, July.
    14. Eelco Kappe & Ashley Stadler Blank & Wayne S. DeSarbo, 2014. "A General Multiple Distributed Lag Framework for Estimating the Dynamic Effects of Promotions," Management Science, INFORMS, vol. 60(6), pages 1489-1510, June.
    15. Olivier Chatain & Denisa Mindruta, 2017. "Estimating Value Creation from Revealed Preferences: Application to Value-based Strategies," Strategic Management Journal, Wiley Blackwell, vol. 38(10), pages 1964-1985, October.
    16. Naidoo, Vik & Hollebeek, Linda D., 2016. "Higher education brand alliances: Investigating consumers' dual-degree purchase intentions," Journal of Business Research, Elsevier, vol. 69(8), pages 3113-3121.
    17. Hauke A. Wetzel & Stefan Hattula & Maik Hammerschmidt & Harald J. Heerde, 2018. "Building and leveraging sports brands: evidence from 50 years of German professional soccer," Journal of the Academy of Marketing Science, Springer, vol. 46(4), pages 591-611, July.
    18. Matt Andrews & Peter Harrington, 2016. "Off Pitch: Football’s Financial Integrity Weaknesses, and How to Strengthen them," CID Working Papers 311, Center for International Development at Harvard University.
    19. César Zamudio & Meg Meng, 2015. "Which Modeling Scholars Get Promoted, and How Fast?," Customer Needs and Solutions, Springer;Institute for Sustainable Innovation and Growth (iSIG), vol. 2(1), pages 91-104, March.
    20. Ferrara, Gerardo & Kim, Jun Sung & Koo, Bonsoo & Liu, Zijun, 2021. "Counterparty choice in the UK credit default swap market: An empirical matching approach," Economic Modelling, Elsevier, vol. 94(C), pages 58-74.
    21. Ralf Buckley & Mary-Ann Cooper, 2021. "Assortative Matching of Tourists and Destinations: Agents or Algorithms?," Sustainability, MDPI, vol. 13(4), pages 1-10, February.
    22. Andrews, Matt & Harrington, Peter, 2016. "Off Pitch: Football's Financial Integrity Weaknesses, and How to Strengthen Them," Working Paper Series 16-009, Harvard University, John F. Kennedy School of Government.
    23. Chunhua Wu, 2015. "Matching Value and Market Design in Online Advertising Networks: An Empirical Analysis," Marketing Science, INFORMS, vol. 34(6), pages 906-921, November.
    24. Denisa Mindruta, 2013. "Value creation in university-firm research collaborations: A matching approach," Strategic Management Journal, Wiley Blackwell, vol. 34(6), pages 644-665, June.
    25. Suraj Kushe Shekhar & Mohd Asif Shah, 2023. "Sports Marketing and Conceptual Evolution: A Bibliometric Analysis," SAGE Open, , vol. 13(3), pages 21582440231, August.
    26. Yan Feng & Jinbao Wang & Yeujun Yoon, 2020. "Online Webcast Demand vs. Offline Spectating Channel Demand (Stadium and TV) in the Professional Sports League," Sustainability, MDPI, vol. 12(23), pages 1-18, November.
    27. Yang, Yupin & Shi, Mengze, 2011. "Rise and fall of stars: Investigating the evolution of star status in professional team sports," International Journal of Research in Marketing, Elsevier, vol. 28(4), pages 352-366.
    28. Yao (Alex) Yao & Sha Yang & K. Sudhir, 2021. "Two-Sided Matching Between Fashion Firms and Publishers: When Firms Strategically Target Consumers for Brand Image," Working Papers 21-07, NET Institute.
    29. Paulo Reis Mourao, 2016. "Soccer transfers, team efficiency and the sports cycle in the most valued European soccer leagues – have European soccer teams been efficient in trading players?," Applied Economics, Taylor & Francis Journals, vol. 48(56), pages 5513-5524, December.
    30. Scott D. Grimshaw & Jeffrey S. Larson, 2021. "Effect of Star Power on NBA All-Star Game TV Audience," Journal of Sports Economics, , vol. 22(2), pages 139-163, February.

  38. Chris Forman & Anindya Ghose & Avi Goldfarb, 2009. "Competition Between Local and Electronic Markets: How the Benefit of Buying Online Depends on Where You Live," Management Science, INFORMS, vol. 55(1), pages 47-57, January.

    Cited by:

    1. Suvrat Dhanorkar & Suresh Muthulingam, 2020. "Do E‐Waste Laws Create Behavioral Spillovers? Quasi‐Experimental Evidence from California," Production and Operations Management, Production and Operations Management Society, vol. 29(7), pages 1738-1766, July.
    2. James D. Dana Jr. & Eugene Orlov Jr., 2014. "Internet Penetration and Capacity Utilization in the US Airline Industry," American Economic Journal: Microeconomics, American Economic Association, vol. 6(4), pages 106-137, November.
    3. Herweg, Fabian & Helfrich, Magdalena, 2017. "Salience in Retailing: Vertical Restraints on Internet Sales," CEPR Discussion Papers 11948, C.E.P.R. Discussion Papers.
    4. Ghani, Ejaz & Kerr, William R. & Stanton, Christopher, 2013. "Diasporas and outsourcing : evidence from oDesk and India," Policy Research Working Paper Series 6403, The World Bank.
    5. Anindya Ghose & Avi Goldfarb & Sang Pil Han, 2013. "How Is the Mobile Internet Different? Search Costs and Local Activities," Information Systems Research, INFORMS, vol. 24(3), pages 613-631, September.
    6. Chih-Peng Chu & Wen-Chung Guo & Fu-Chuan Lai, 2012. "On the competition between an online bookstore and a physical bookstore," Netnomics, Springer, vol. 13(3), pages 141-154, October.
    7. Sunil Chopra, 2016. "How omni-channel can be the future of retailing," DECISION: Official Journal of the Indian Institute of Management Calcutta, Springer;Indian Institute of Management Calcutta, vol. 43(2), pages 135-144, June.
    8. Amit Mehra & Subodha Kumar & Jagmohan S. Raju, 2018. "Competitive Strategies for Brick-and-Mortar Stores to Counter “Showrooming”," Management Science, INFORMS, vol. 64(7), pages 3076-3090, July.
    9. Laxman Narasimhan & Kannan Srinivasan & K. Sudhir, 2015. "Editorial —Marketing Science in Emerging Markets," Marketing Science, INFORMS, vol. 34(4), pages 473-479, July.
    10. Pradeep K. Chintagunta & Junhong Chu, 2021. "Geography as branding: Descriptive evidence from Taobao," Quantitative Marketing and Economics (QME), Springer, vol. 19(1), pages 53-92, March.
    11. Mingfeng Lin & Siva Viswanathan, 2016. "Home Bias in Online Investments: An Empirical Study of an Online Crowdfunding Market," Management Science, INFORMS, vol. 62(5), pages 1393-1414, May.
    12. Daniel, Christopher & Hernandez, Tony, 2024. "What retail apocalypse? A Delphi forecast of commercial space demand in the Toronto region," Journal of Retailing and Consumer Services, Elsevier, vol. 77(C).
    13. Bing Jing, 2018. "Showrooming and Webrooming: Information Externalities Between Online and Offline Sellers," Marketing Science, INFORMS, vol. 37(3), pages 469-483, May.
    14. Patrick Legros & Konrad Stahl, 2019. "Local Search Markets and External Competition," CRC TR 224 Discussion Paper Series crctr224_2019_087, University of Bonn and University of Mannheim, Germany.
    15. Brian E. Whitacre, 2011. "Do higher broadband adoption rates mean lower tax collections from local retail sales? Implications of e-commerce in rural areas of the US," Regional Science Policy & Practice, Wiley Blackwell, vol. 3(2), pages 71-85, June.
    16. Chris Forman, 2015. "Comment on "What Are We Not Doing When We Are Online?"," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 82-85, National Bureau of Economic Research, Inc.
    17. Son, Jungmin & Kim, Jikyung (Jeanne) & Choi, Jeonghye & Kim, Mingyung, 2017. "Linking online niche sales to offline brand conditions," Journal of Business Research, Elsevier, vol. 70(C), pages 74-84.
    18. Michelle Connolly & James Prieger, 2009. "Economics at the FCC, 2008–2009: Broadband and Merger Review," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 35(4), pages 387-417, December.
    19. Andrea Pozzi, 2011. "Who Is Hurt by E-Commerce? Crowding out and Business Stealing in Online Grocery," EIEF Working Papers Series 1114, Einaudi Institute for Economics and Finance (EIEF), revised Sep 2011.
    20. Chris Forman & Avi Goldfarb & Shane Greenstein, 2009. "The Internet and Local Wages: Convergence or Divergence?," NBER Working Papers 14750, National Bureau of Economic Research, Inc.
    21. Stevenson, Regan & Allen, Jared & Wang, Tang, 2022. "Failed but validated? The effect of market validation on persistence and performance after a crowdfunding failure," Journal of Business Venturing, Elsevier, vol. 37(2).
    22. Valter Di Giacinto & Marcello Pagnini, 2021. "Local and global agglomeration patterns in the banking sector: the calm in the mid of a storm," Questioni di Economia e Finanza (Occasional Papers) 610, Bank of Italy, Economic Research and International Relations Area.
    23. Jiang, Yan & Kim, Jeeyeon & Choi, Jeonghye & Kang, Moon Young, 2020. "From clicks to bricks: The impact of product launches in offline stores for digital retailers," Journal of Business Research, Elsevier, vol. 120(C), pages 302-311.
    24. Perlman, Yael, 2022. "Pricing decisions of online and offline retailers, each offering a competing benefit," Operations Research Perspectives, Elsevier, vol. 9(C).
    25. Zhuang, Hejun & Popkowski Leszczyc, Peter T.L. & Lin, Yuanfang, 2018. "Why is Price Dispersion Higher Online than Offline? The Impact of Retailer Type and Shopping Risk on Price Dispersion," Journal of Retailing, Elsevier, vol. 94(2), pages 136-153.
    26. Xueming Luo & Michelle Andrews & Zheng Fang & Chee Wei Phang, 2014. "Mobile Targeting," Management Science, INFORMS, vol. 60(7), pages 1738-1756, July.
    27. Chun, Hyunbae & Joo, Hailey Hayeon & Kang, Jisoo & Lee, Yoonsoo, 2020. "Diffusion of E-Commerce and Retail Job Apocalypse: Evidence from Credit Card Data on Online Spending," CEI Working Paper Series 2020-7, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    28. Emek Basker & Shawn Klimek & Pham Hoang Van, 2012. "Supersize It: The Growth of Retail Chains and the Rise of the “Big‐Box” Store," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 21(3), pages 541-582, September.
    29. Aika Monden & Yusuke Zennyo, 2022. "Consumer rebates from e‐commerce platforms and multichannel management of third‐party sellers," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 3059-3071, October.
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    31. Michael R. Baye & Babur De los Santos & Matthijs R. Wildenbeest, 2013. "Searching for Physical and Digital Media: The Evolution of Platforms for Finding Books," Working Papers 2013-04, Indiana University, Kelley School of Business, Department of Business Economics and Public Policy.
    32. Evelyn O. Smith & Jeffrey D. Shulman, 2022. "Product diversion by vertically differentiated firms," Production and Operations Management, Production and Operations Management Society, vol. 31(5), pages 1928-1939, May.
    33. Kaiquan Xu & Jason Chan & Anindya Ghose & Sang Pil Han, 2017. "Battle of the Channels: The Impact of Tablets on Digital Commerce," Management Science, INFORMS, vol. 63(5), pages 1469-1492, May.
    34. Philippe Askenazy & Claire Célérier & Delphine Irac, 2010. "Vente à distance, internet et dynamiques des prix," Economie & Prévision, La Documentation Française, vol. 0(3), pages 2-13.
    35. Kim, Jeeyeon & Kim, Mingyung & Choi, Jeonghye & Trivedi, Minakshi, 2019. "Offline social interactions and online shopping demand: Does the degree of social interactions matter?," Journal of Business Research, Elsevier, vol. 99(C), pages 373-381.
    36. Yi-Jen (Ian) Ho & Sanjeev Dewan & Yi-Chun (Chad) Ho, 2020. "Distance and Local Competition in Mobile Geofencing," Information Systems Research, INFORMS, vol. 31(4), pages 1421-1442, December.
    37. Chiou, Lesley & Kafali, E. Nilay & Rysman, Marc, 2020. "Internet use, competition, and geographical rescoping in Yellow Pages advertising," Information Economics and Policy, Elsevier, vol. 52(C).
    38. Han, Haipeng & Lien, Donald & Lien, Jaimie W. & Zheng, Jie, 2022. "Online or face-to-face? Competition among MOOC and regular education providers," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 857-881.
    39. Yijuan Chen & Xiangting Hu & Sanxi Li, 2022. "Complementarity between online and offline channels for quality signaling," Journal of Economics, Springer, vol. 135(1), pages 49-74, January.
    40. Scott Wallsten, 2015. "What Are We Not Doing When We Are Online?," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 55-82, National Bureau of Economic Research, Inc.
    41. Peng Huang & Marco Ceccagnoli & Chris Forman & D.J. Wu, 2009. "Participation in a Platform Ecosystem: Appropriability, Competition, and Access to the Installed Base," Working Papers 09-14, NET Institute, revised Sep 2009.
    42. Jin-Hyuk Kim & Tin Cheuk Leung, 2013. "Quantifying the Impacts of Digital Rights Management and E-Book Pricing on the E-Book Reader Market," Working Papers 13-03, NET Institute.
    43. Hikaru Ogawa & Ryota Tsuchiya, 2024. "Taxing Cross-Border Online Sales for Pareto Improvement in Tax Revenue," CIRJE F-Series CIRJE-F-1235, CIRJE, Faculty of Economics, University of Tokyo.
    44. Mokhtarian, Patricia & Tang, Wei Laura, 2011. "Trivariate Probit Models of Pre-purchase/ Purchase Shopping Channel Choice: Clothing Purchases in Northern California," Institute of Transportation Studies, Working Paper Series qt03v2q5b7, Institute of Transportation Studies, UC Davis.
    45. Lin, Yun Hui & Wang, Yuan & Lee, Loo Hay & Chew, Ek Peng, 2022. "Omnichannel facility location and fulfillment optimization," Transportation Research Part B: Methodological, Elsevier, vol. 163(C), pages 187-209.
    46. Steel, Will & Daglish, Toby & Marriott, Lisa & Gemmell, Norman & Howell, Bronwyn, 2013. "E-Commerce and its effect upon the Retail Industry and Government Revenue," Working Paper Series 19294, Victoria University of Wellington, The New Zealand Institute for the Study of Competition and Regulation.
    47. Cong Peng, 2019. "Does e-commerce reduce traffic congestion? Evidence from Alibaba Single Day shopping event," CEP Discussion Papers dp1646, Centre for Economic Performance, LSE.
    48. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    49. Jae Young Lee & David R. Bell, 2013. "Neighborhood Social Capital and Social Learning for Experience Attributes of Products," Marketing Science, INFORMS, vol. 32(6), pages 960-976, November.
    50. Luis Aguiar & Zhizhong Chen, 2024. "Let that Sync in: The Effect of Music Reuse on Product Discovery," CESifo Working Paper Series 11249, CESifo.
    51. Avi Goldfarb & Catherine Tucker, 2020. "Which Retail Outlets Generate the Most Physical Interactions?," NBER Working Papers 27042, National Bureau of Economic Research, Inc.
    52. Hviid, Morten & Izquierdo Sanchez, Sofia & Jaques, Sabine, 2016. "From publishers to self-publishing: The disruptive effects of digitalisation on the book industry," MPRA Paper 76057, University Library of Munich, Germany.
    53. Daniel Lüke, 2024. "Tales of Tails: Sales Distribution and the Role of Retail Channels in the German Book Market," MAGKS Papers on Economics 202419, Philipps-Universität Marburg, Faculty of Business Administration and Economics, Department of Economics (Volkswirtschaftliche Abteilung).
    54. Reuber, A. Rebecca & Fischer, Eileen, 2011. "International entrepreneurship in internet-enabled markets," Journal of Business Venturing, Elsevier, vol. 26(6), pages 660-679.
    55. Li, Qi & Wang, Quansheng & Song, Peijian, 2022. "Do customers always adopt buy-online-and-pick-up-in-store service? Consideration of location-based store density in omni-channel retailing," Journal of Retailing and Consumer Services, Elsevier, vol. 68(C).
    56. Ryu, Min Ho & Cho, Yongsun & Lee, Daeho, 2019. "Should small-scale online retailers diversify distribution channels into offline channels? Focused on the clothing and fashion industry," Journal of Retailing and Consumer Services, Elsevier, vol. 47(C), pages 74-77.
    57. Dushnitsky, Gary & Klueter, Thomas, 2017. "Which industries are served by online marketplaces for technology?," Research Policy, Elsevier, vol. 46(3), pages 651-666.
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    59. Chen Liang & Yili Hong & Bin Gu, 2017. "Home Bias in Global Employment," Working Papers 17-06, NET Institute.
    60. Alejandro Zentner & Michael Smith & Cuneyd Kaya, 2013. "How Video Rental Patterns Change as Consumers Move Online," Management Science, INFORMS, vol. 59(11), pages 2622-2634, November.
    61. Fan, Jingting & Tang, Lixin & Zhu, Weiming & Zou, Ben, 2018. "The Alibaba effect: Spatial consumption inequality and the welfare gains from e-commerce," Journal of International Economics, Elsevier, vol. 114(C), pages 203-220.
    62. Yili Hong & Paul A. Pavlou, 2017. "On Buyer Selection of Service Providers in Online Outsourcing Platforms for IT Services," Information Systems Research, INFORMS, vol. 28(3), pages 547-562, September.
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    64. Mi Zhou & Dan Geng & Vibhanshu Abhishek & Beibei Li, 2020. "When the Bank Comes to You: Branch Network and Customer Omnichannel Banking Behavior," Information Systems Research, INFORMS, vol. 31(1), pages 176-197, March.
    65. Shinichi Yamaguchi & Kotaro Iyanaga & Hirohide Sakaguchi & Tatsuo Tanaka, 2017. "The Substitution Effect of Mobile Games on Console Games: An Empirical Analysis of the Japanese Video Game Industry," The Review of Socionetwork Strategies, Springer, vol. 11(2), pages 95-110, December.
    66. Cui, Xuebin & Zhu, Ting & Chen, Yubo, 2024. "Where you live matters: The impact of offline retail density on mobile shopping app usage," Journal of Retailing, Elsevier, vol. 100(1), pages 41-55.
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    68. Chen, Yulong & Ma, Liyuan & Orazem, Peter F., 2023. "The heterogeneous role of broadband access on establishment entry and exit by sector and urban and rural markets," Telecommunications Policy, Elsevier, vol. 47(3).
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    73. Shao, Xiao-Feng, 2017. "Free or calculated shipping: Impact of delivery cost on supply chains moving to online retailing," International Journal of Production Economics, Elsevier, vol. 191(C), pages 267-277.
    74. Robert N. Eberhart & Charles E. Eesley & Kathleen M. Eisenhardt, 2017. "Failure Is an Option: Institutional Change, Entrepreneurial Risk, and New Firm Growth," Organization Science, INFORMS, vol. 28(1), pages 93-112, February.
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  39. Chris Forman & Avi Goldfarb & Shane Greenstein, 2008. "Understanding the Inputs into Innovation: Do Cities Substitute for Internal Firm Resources?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 17(2), pages 295-316, June.

    Cited by:

    1. Vladimirov, Zhelyu & Simeonova-Ganeva, Ralitsa & Ganev, Kaloyan, 2012. "Interaction of leading and supporting factors for the SME competitiveness," MPRA Paper 37251, University Library of Munich, Germany.
    2. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Working Papers 20036, National Bureau of Economic Research, Inc.
    3. Klaus Nowotny & Peter Huber & Dieter Pennerstorfer, 2009. "Internationalisierungsstrategien von Dienstleistungsunternehmen am Standort Wien. Eine Individualdatenuntersuchung," WIFO Studies, WIFO, number 35701.
    4. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    5. Marco Ceccagnoli & Matthew J. Higgins & Vincenzo Palermo, 2014. "Behind the Scenes: Sources of Complementarity in R&D," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 23(1), pages 125-148, March.
    6. Charles Hoffreumon & Chris Forman & Nicolas van Zeebroeck, 2024. "Make or buy your artificial intelligence? Complementarities in technology sourcing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 33(2), pages 452-479, March.
    7. Douglas Cumming & Sofia Johan, 2010. "The Differential Impact of the Internet on Spurring Regional Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 34(5), pages 857-884, September.
    8. Frank Nagle, 2019. "Open Source Software and Firm Productivity," Management Science, INFORMS, vol. 65(3), pages 1191-1215, March.
    9. Kristina McElheran, 2015. "Do Market Leaders Lead in Business Process Innovation? The Case(s) of E-business Adoption," Management Science, INFORMS, vol. 61(6), pages 1197-1216, June.
    10. David Dranove & Christopher Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Trillion Dollar Conundrum: Complementarities and Health Information Technology," NBER Working Papers 18281, National Bureau of Economic Research, Inc.
    11. Chris Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Internet and Local Wages: A Puzzle," American Economic Review, American Economic Association, vol. 102(1), pages 556-575, February.
    12. Jianjing Lin, 2023. "To follow the market or the parent system: Evidence from health IT adoption by hospital chains," Economic Inquiry, Western Economic Association International, vol. 61(4), pages 891-910, October.
    13. Arora, Ashish & Forman, Chris & Yoon, Ji Woong, 2010. "Complementarity and information technology adoption: Local area networks and the Internet," Information Economics and Policy, Elsevier, vol. 22(3), pages 228-242, July.
    14. Frank Nagle, 2018. "Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods," Organization Science, INFORMS, vol. 29(4), pages 569-587, August.
    15. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    16. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2023. "Similarities and Differences in the Adoption of General Purpose Technologies," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    17. Andrea Caragliu & Chiara F. Del Bo & Karima Kourtit & Peter Nijkamp, 2016. "The winner takes it all: forward-looking cities and urban innovation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 56(3), pages 617-645, May.
    18. Vásquez-Urriago, Angela & Barge-Gil, Andrés & Modrego, Aurelia, 2014. "Which firms benefit more from being located in a Science and Technology Park? Empirical evidence for Spain," MPRA Paper 55130, University Library of Munich, Germany.
    19. TEKAM OUMBE, Honoré & PILAG KAKEU, Charles Bertin & Miamo Wendji, Clovis, 2019. "Impact de la qualité du capital humain sur la capacité d’innovation des PME : application sur un pays en développement [Impact of quality of human capital on the innovation capacity of SMEs: applic," MPRA Paper 92380, University Library of Munich, Germany.
    20. J. Lobo & D. Strumsky & J. Rothwell, 2013. "Scaling of patenting with urban population size: evidence from global metropolitan areas," Scientometrics, Springer;Akadémiai Kiadó, vol. 96(3), pages 819-828, September.
    21. Theodore Pelagidis & Eleftheria Kostika, 2022. "Investigating the role of central banks in the interconnection between financial markets and cryptoassets," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(3), pages 481-507, September.
    22. Martin, Ludivine, 2009. "Understanding the implementation of e-business strategies: Evidence from Luxembourg," MPRA Paper 13645, University Library of Munich, Germany.
    23. George Deltas & Seung-Hyun Hong, 2009. "Heterogeneity and Information Spillovers in Web Service Sourcing," Working Papers 09-20, NET Institute, revised Sep 2009.
    24. Chris Forman, 2013. "How has information technology use shaped the geography of economic activity?," Chapters, in: Frank Giarratani & Geoffrey J.D. Hewings & Philip McCann (ed.), Handbook of Industry Studies and Economic Geography, chapter 10, pages 253-270, Edward Elgar Publishing.
    25. Vladimirov, Zhelyu & Simeonova-Ganeva, Ralitsa & Ganev, Kaloyan, 2013. "Significance of globalization-specific factors for SME competitiveness: a conceptual model and an empirical test," MPRA Paper 63518, University Library of Munich, Germany.
    26. McGuirk, Helen & Lenihan, Helena & Hart, Mark, 2015. "Measuring the impact of innovative human capital on small firms’ propensity to innovate," Research Policy, Elsevier, vol. 44(4), pages 965-976.
    27. Greenstein, Shane, 2010. "Innovative Conduct in Computing and Internet Markets," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 477-537, Elsevier.
    28. Arora, Ashish & Gambardella, Alfonso, 2010. "The Market for Technology," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 641-678, Elsevier.

  40. Goldfarb, Avi & Prince, Jeff, 2008. "Internet adoption and usage patterns are different: Implications for the digital divide," Information Economics and Policy, Elsevier, vol. 20(1), pages 2-15, March.

    Cited by:

    1. Grazzi, Matteo & Vergara, Sebastián, 2012. "ICT in developing countries: Are language barriers relevant? Evidence from Paraguay," Information Economics and Policy, Elsevier, vol. 24(2), pages 161-171.
    2. Robert W. Fairlie & Samantha H. Grunberg, 2014. "Access To Technology And The Transfer Function Of Community Colleges: Evidence From A Field Experiment," Economic Inquiry, Western Economic Association International, vol. 52(3), pages 1040-1059, July.
    3. Murendo, Conrad & Wollni, Meike & de Brauw, Alan & Mugabi, Nicholas, 2015. "Social network effects on mobile money adoption in Uganda," GlobalFood Discussion Papers 198541, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
    4. Bravo-Ortega, Claudio & Egana-delSol, Pablo & Winkler-Sotomayor, Nicole, 2023. "Does the lack of resources matter in a dual economy: Decoding MSMEs productivity and growth," Economic Analysis and Policy, Elsevier, vol. 80(C), pages 716-739.
    5. Slivko, Olga & Kummer, Michael & Zhang, Michael, 2016. "Economic Downturn and Volunteering: Do Economic Crises Affect Content Generation on Wikipedia?," VfS Annual Conference 2016 (Augsburg): Demographic Change 145698, Verein für Socialpolitik / German Economic Association.
    6. Zagalaz Jiménez, José Ramón & Aguiar Díaz, Inmaculada, 2019. "Educational level and Internet banking," Journal of Behavioral and Experimental Finance, Elsevier, vol. 22(C), pages 31-40.
    7. Fairlie, Robert, 2015. "Do Boys and Girls Use Computers Differently, and Does It Contribute to Why Boys doWorse in School than Girls?," Santa Cruz Department of Economics, Working Paper Series qt4n54q8xh, Department of Economics, UC Santa Cruz.
    8. Luo, Jigang & Wang, Zhen & Wu, Maohua, 2021. "Effect of place-based policies on the digital economy: Evidence from the Smart City Program in China," Journal of Asian Economics, Elsevier, vol. 77(C).
    9. Vergara, Sebastián & Grazzi, Matteo, 2011. "ICT access in Latin America. evidence from household level," MPRA Paper 33266, University Library of Munich, Germany.
    10. Ewa Lechman, 2013. "Social development – a multidimensional approach to social development analysis. Country level evidence," GUT FME Working Paper Series A 2, Faculty of Management and Economics, Gdansk University of Technology.
    11. Chris Forman, 2015. "Comment on "What Are We Not Doing When We Are Online?"," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 82-85, National Bureau of Economic Research, Inc.
    12. Charlita de Freitas, Luciano & Couto Rampaso, Renato & Euler de Morais, Leonardo, 2011. "Uso da banda larga via satélite para universalização do acesso à banda larga e como indutor de redução das desigualdades regionais [Satellite based broadband use as a strategy to access universaliz," MPRA Paper 85686, University Library of Munich, Germany.
    13. Anja Lambrecht & Katja Seim, 2006. "Adoption and Usage of Online Services in the Presence of Complementary Offline Services: Retail Banking," Working Papers 06-27, NET Institute, revised Oct 2006.
    14. Andrea Pozzi, 2011. "Who Is Hurt by E-Commerce? Crowding out and Business Stealing in Online Grocery," EIEF Working Papers Series 1114, Einaudi Institute for Economics and Finance (EIEF), revised Sep 2011.
    15. Propper, Carol & Amaral Garcia, Sofia & Nardotto, Mattia & Valletti, Tommaso, 2019. "Mums Go Online: Is the Internet Changing the Demand for Healthcare?," CEPR Discussion Papers 13625, C.E.P.R. Discussion Papers.
    16. Sylvain Dejean & Thierry Pénard & Raphaël Suire, 2010. "La gratuité est-elle une fatalité sur les marchés numériques ? Une étude sur le consentement à payer pour des offres de contenus audiovisuels sur internet," Economie & Prévision, La Documentation Française, vol. 0(3), pages 15-32.
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    Cited by:

    1. Arthur Grimes & Cleo Ren & Philip Stevens, 2012. "The need for speed: impacts of internet connectivity on firm productivity," Journal of Productivity Analysis, Springer, vol. 37(2), pages 187-201, April.
    2. PENARD Thierry & POUSSING Nicolas & MUKOKO Blaise & TAMOKWE Georges Bertrand, 2013. "Internet adoption and usage patterns in Africa: Evidence from Cameroon," LISER Working Paper Series 2013-22, Luxembourg Institute of Socio-Economic Research (LISER).
    3. Tom Downes & Shane Greenstein, 2005. "Understanding Why Universal Service Obligations May Be Unnecessary: The Private Development of Local Internet Access Markets," Discussion Papers Series, Department of Economics, Tufts University 0516, Department of Economics, Tufts University.
    4. Mathilde Aubouin, 2023. "Determinants of the Digital Divide: Evidence from France," Annals of Economics and Statistics, GENES, issue 151, pages 37-80.
    5. Schleife, Katrin, 2007. "Regional Versus Individual Aspects of the Digital Divide in Germany," ZEW Discussion Papers 06-085 [rev.], ZEW - Leibniz Centre for European Economic Research.
    6. Wang, Rebecca Jen-Hui & Malthouse, Edward C. & Krishnamurthi, Lakshman, 2015. "On the Go: How Mobile Shopping Affects Customer Purchase Behavior," Journal of Retailing, Elsevier, vol. 91(2), pages 217-234.
    7. Arora, Ashish & Forman, Chris & Yoon, Ji Woong, 2010. "Complementarity and information technology adoption: Local area networks and the Internet," Information Economics and Policy, Elsevier, vol. 22(3), pages 228-242, July.
    8. Mark Doms & Ethan Lewis, 2006. "Labor supply and personal computer adoption," Working Paper Series 2006-18, Federal Reserve Bank of San Francisco.
    9. Thierry Pénard & Nicolas Poussing & Raphaël Suire, 2013. "Does the Internet make people happier?," Post-Print halshs-00864314, HAL.
    10. Thierry Pénard & Nicolas Poussing & Gabriel Zomo Yebe & Philémon Nsi Ella, 2012. "Comparing the determinants of Internet and cell phone use in Africa: Evidence from Gabon," Post-Print halshs-00712296, HAL.
    11. Schleife, Katrin, 2006. "Regional Versus Individual Aspects of the Digital Divide in Germany," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 35976, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
    12. Ben Youssef, Adel & Dahmani, Mounir & Omrani, Nessrine, 2012. "Students' e-skills, organizational change and diversity of learning processs: Evidence from French universities in 2010," ZEW Discussion Papers 12-031, ZEW - Leibniz Centre for European Economic Research.
    13. Joeffrey DROUARD, 2010. "Computer Literacy, Online Experience or Socioeconomic Characteristics – What are the Main Determinants of Internet Adoption and Internet Usage?," Communications & Strategies, IDATE, Com&Strat dept., vol. 1(80), pages 83-104, 4th quart.
    14. Schleife, Katrin, 2010. "What really matters: Regional versus individual determinants of the digital divide in Germany," Research Policy, Elsevier, vol. 39(1), pages 173-185, February.
    15. PENARD Thierry & POUSSING Nicolas & ZOMO YEBE Gabriel & NSI ELLA Philémon, 2012. "Usage d'Internet et du téléphone mobile en Afrique : une comparaison des déterminants d'adoption sur données gabonaises," LISER Working Paper Series 2012-15, Luxembourg Institute of Socio-Economic Research (LISER).
    16. Chris Forman, 2013. "How has information technology use shaped the geography of economic activity?," Chapters, in: Frank Giarratani & Geoffrey J.D. Hewings & Philip McCann (ed.), Handbook of Industry Studies and Economic Geography, chapter 10, pages 253-270, Edward Elgar Publishing.
    17. Schleife, Katrin, 2006. "Regional versus individual aspects of the digital divide in Germany," Darmstadt Discussion Papers in Economics 177, Darmstadt University of Technology, Department of Law and Economics.
    18. Schleife, Katrin, 2006. "Regional versus individual aspects of the digital divide in Germany," ZEW Discussion Papers 06-085, ZEW - Leibniz Centre for European Economic Research.
    19. Schleife, Katrin, 2008. "Regional Versus Individual Aspects of the Digital Divide in Germany," ZEW Discussion Papers 06-085 [rev.2], ZEW - Leibniz Centre for European Economic Research.
    20. Goldfarb, Avi & Prince, Jeff, 2008. "Internet adoption and usage patterns are different: Implications for the digital divide," Information Economics and Policy, Elsevier, vol. 20(1), pages 2-15, March.
    21. Enrique Orduña-Malea & José-Antonio Ontalba-Ruipérez, 2013. "Proposal for a multilevel university cybermetric analysis model," Scientometrics, Springer;Akadémiai Kiadó, vol. 95(3), pages 863-884, June.
    22. Drouard, Joeffrey, 2011. "Costs or gross benefits? - What mainly drives cross-sectional variance in Internet adoption," Information Economics and Policy, Elsevier, vol. 23(1), pages 127-140, March.

  43. Avi Goldfarb, 2006. "The medium-term effects of unavailability," Quantitative Marketing and Economics (QME), Springer, vol. 4(2), pages 143-171, June.

    Cited by:

    1. Bucklin, Randolph E. & Sismeiro, Catarina, 2009. "Click Here for Internet Insight: Advances in Clickstream Data Analysis in Marketing," Journal of Interactive Marketing, Elsevier, vol. 23(1), pages 35-48.
    2. Aleksandar Grubor & Nikola Milićević & Nenad Djokic, 2016. "The Effect of Inventory Level on Product Availability and Sale," Prague Economic Papers, Prague University of Economics and Business, vol. 2016(2), pages 221-233.
    3. Hyung Sup (Zack) Bhan & Eric T. Anderson, 2023. "Multiyear Impact of Backorder Delays: A Quasi-Experimental Approach," Marketing Science, INFORMS, vol. 42(2), pages 314-335, March.
    4. Cleeren, K. & Dekimpe, M.G. & Helsen, K., 2008. "Weathering product-harm crises," Other publications TiSEM 283b51f8-dd35-4a10-930a-8, Tilburg University, School of Economics and Management.
    5. Nikola Milicevic & Aleksandar Grubor, 2015. "The effect of backroom size on retail product availability – operational and technological solutions," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 17(39), pages 661-661, May.
    6. Guy Aridor, 2022. "Measuring Substitution Patterns in the Attention Economy: An Experimental Approach," CESifo Working Paper Series 10190, CESifo.
    7. Catarina Sismeiro & Ammara Mahmood, 2018. "Competitive vs. Complementary Effects in Online Social Networks and News Consumption: A Natural Experiment," Management Science, INFORMS, vol. 64(11), pages 5014-5037, November.
    8. K. Sudhir & Nathan Yang, 2014. "Exploiting the Choice-Consumption Mismatch: A New Approach to Disentangle State Dependence and Heterogeneity," Cowles Foundation Discussion Papers 1941, Cowles Foundation for Research in Economics, Yale University.

  44. Blum, Bernardo S. & Goldfarb, Avi, 2006. "Does the internet defy the law of gravity?," Journal of International Economics, Elsevier, vol. 70(2), pages 384-405, December.

    Cited by:

    1. Cletus C. Coughlin & Dennis Novy, 2009. "Is the International Border Effect Larger than the Domestic Border Effect? Evidence from U.S. Trade," Discussion Papers 09/29, University of Nottingham, GEP.
    2. Ron Berman & Ayelet Israeli, 2022. "The Value of Descriptive Analytics: Evidence from Online Retailers," Marketing Science, INFORMS, vol. 41(6), pages 1074-1096, November.
    3. J.W.A.M. Steegmans & Jonathan de Bruin, 2019. "Online housing search and gravity models," Working Papers 19-17, Utrecht School of Economics.
    4. Matej Belin, 2018. "Time-invariant Regressors under Fixed Effects: Identification via a Proxy Variable," CERGE-EI Working Papers wp624, The Center for Economic Research and Graduate Education - Economics Institute, Prague.
    5. Anindya Ghose & Avi Goldfarb & Sang Pil Han, 2013. "How Is the Mobile Internet Different? Search Costs and Local Activities," Information Systems Research, INFORMS, vol. 24(3), pages 613-631, September.
    6. Marina Papanastassiou & Robert Pearce & Antonello Zanfei, 2020. "Changing perspectives on the internationalization of R&D and innovation by multinational enterprises: A review of the literature," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 51(4), pages 623-664, June.
    7. Tille, Cédric & Mehl, Arnaud & Schmitz, Martin, 2019. "Distance(s) and the Volatility of International Trade(s)," CEPR Discussion Papers 13630, C.E.P.R. Discussion Papers.
    8. Yi Li, 2020. "Internet Development and Structural Transformation: Evidence from China," Journal of Applied Finance & Banking, SCIENPRESS Ltd, vol. 10(1), pages 1-8.
    9. Gabriel Felbermayr & Farid Toubal, 2010. "Cultural Proximity and Trade," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) halshs-00641280, HAL.
    10. Pradeep K. Chintagunta & Junhong Chu, 2021. "Geography as branding: Descriptive evidence from Taobao," Quantitative Marketing and Economics (QME), Springer, vol. 19(1), pages 53-92, March.
    11. Head, Keith & Mayer, Thierry & Ries, John, 2009. "How remote is the offshoring threat?," European Economic Review, Elsevier, vol. 53(4), pages 429-444, May.
    12. Peter Mayerhofer & Peter Huber & Dieter Pennerstorfer, 2017. "Handel und Einzelhandel im Wiener Beschäftigungssystem. Arbeitsmarktrelevanz, Arbeitsplatzcharakteristika, absehbare Herausforderungen," WIFO Studies, WIFO, number 61951.
    13. Konstantin B chel & Maximilian von Ehrlich, 2016. "Cities and the Structure of Social Interactions: Evidence from Mobile Phone Data," Diskussionsschriften dp1608, Universitaet Bern, Departement Volkswirtschaft.
    14. Rösner, Anja & Haucap, Justus & Heimeshoff, Ulrich, 2020. "The impact of consumer protection in the digital age: Evidence from the European Union," DICE Discussion Papers 330, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    15. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Working Papers 20036, National Bureau of Economic Research, Inc.
    16. Shimizu, Chihiro, 2019. "Gravity, Counterparties, and Foreign Investment," CEPR Discussion Papers 13491, C.E.P.R. Discussion Papers.
    17. Miren Lafourcade & Jacques-François Thisse, 2011. "New Economic Geography: The Role of Transport Costs," Post-Print halshs-00754799, HAL.
    18. Alberto Salvo, 2010. "Trade flows in a spatial oligopoly: gravity fits well, but what does it explain?," Canadian Journal of Economics, Canadian Economics Association, vol. 43(1), pages 63-96, February.
    19. Huang, Ting Ting & Sun, Bruce Qiang, 2016. "The impact of the Internet on global industry: New evidence of Internet measurement," Research in International Business and Finance, Elsevier, vol. 37(C), pages 93-112.
    20. Nicholas Sheard, 2014. "Learning to Export and the Timing of Entry to Export Markets," Post-Print hal-01474269, HAL.
    21. Arjan Lejour & Harold Creusen, 2015. "Using Stepping Stones to Enter Distant Export Markets," Global Economy Journal (GEJ), World Scientific Publishing Co. Pte. Ltd., vol. 15(1), pages 107-132, March.
    22. Picci, Lucio, 2009. "The Internationalization of Inventive Activity: A Gravity Model Using Patent Data," MPRA Paper 18467, University Library of Munich, Germany.
    23. Avi Goldfarb & Shane M. Greenstein & Catherine E. Tucker, 2015. "Introduction to "Economic Analysis of the Digital Economy"," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 1-17, National Bureau of Economic Research, Inc.
    24. Keith Head & Thierry Mayer, 2013. "What Separates Us? Sources of Resistance to Globalization," Working Papers 2013-26, CEPII research center.
    25. Visser, Robin, 2019. "The effect of the internet on the margins of trade," Information Economics and Policy, Elsevier, vol. 46(C), pages 41-54.
    26. Jonathan Timmis, 2012. "The Internet and International Trade in Goods," Discussion Papers 12/08, University of Nottingham, GEP.
    27. Keith Head & Thierry Mayer, 2013. "Innis Lecture: What separates us? Sources of resistance to globalization," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 46(4), pages 1196-1231, November.
    28. Lin, Faqin, 2013. "Are distance effects really a puzzle?," Economic Modelling, Elsevier, vol. 31(C), pages 684-689.
    29. Liang Chen & Garrett Johnson & Yao Luo, 2015. "Great and Small Walls of China: Distance & Chinese E-Commerce," Working Papers 15-14, NET Institute.
    30. Michail Batikas & Estrella Gomez Herrera & Bertin Martens, 2015. "Film availability in Netflix country stores in the EU," JRC Working Papers on Digital Economy 2015-11, Joint Research Centre.
    31. Luis Aguiar & Joel Waldfogel, 2018. "Netflix: global hegemon or facilitator of frictionless digital trade?," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 42(3), pages 419-445, August.
    32. Ojala, Arto, 2015. "Geographic, cultural, and psychic distance to foreign markets in the context of small and new ventures," International Business Review, Elsevier, vol. 24(5), pages 825-835.
    33. Xuanwei Chen & Mingwang Cheng & Xue Yang & Zhen Chu & Kaifeng Duan, 2023. "Smart Cities Are More Populous: Evidence from China," Land, MDPI, vol. 12(10), pages 1-22, October.
    34. Hatzigeorgiou, Andreas & Lodefalk, Magnus, 2015. "The Role of Foreign Networks for Firm Export of Services," Working Papers 2015:6, Örebro University, School of Business.
    35. Carballo, Jerónimo & Graziano, Alejandro & Schaur, Georg & Volpe Martincus, Christian, 2016. "The Border Labyrinth: Information Technologies and Trade in the Presence of Multiple Agencies," IDB Publications (Working Papers) 7691, Inter-American Development Bank.
    36. Fernando Ferreira & Joel Waldfogel, 2010. "Pop Internationalism: Has A Half Century of World Music Trade Displaced Local Culture?," NBER Working Papers 15964, National Bureau of Economic Research, Inc.
    37. Doh-Shin Jeon & Bruno Jullien & Mikhail Klimenko, 2021. "Language, Internet and Platform Competition," Post-Print hal-03081660, HAL.
    38. Stallkamp, Maximilian & Hunt, Richard A. & Schotter, Andreas P.J., 2022. "Scaling, fast and slow: The internationalization of digital ventures," Journal of Business Research, Elsevier, vol. 146(C), pages 95-106.
    39. Hellmanzik, Christiane & Schmitz, Martin, 2017. "Taking gravity online: The role of virtual proximity in international finance," Journal of International Money and Finance, Elsevier, vol. 77(C), pages 164-179.
    40. Söderlund, Bengt, 2020. "The Importance of Business Travel for Trade: Evidence from the Liberalization of the Soviet Airspace," Working Paper Series 1355, Research Institute of Industrial Economics.
    41. Zhang, Yiren & Ran, Congjing, 2023. "Effect of digital economy on air pollution in China? New evidence from the “National Big Data Comprehensive Pilot Area” policy," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 986-1004.
    42. Suzanne Kok & Bas ter Weel, 2014. "Cities, Tasks, And Skills," Journal of Regional Science, Wiley Blackwell, vol. 54(5), pages 856-892, November.
    43. Díaz de Astarloa, Bernardo & Lotitto, Estefanía, 2023. "The landscape of B2C e-commerce marketplaces in Latin America and the Caribbean," Desarrollo Productivo 48583, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL).
    44. Hanson, Gordon & Xiang, Chong, 2011. "Trade barriers and trade flows with product heterogeneity: An application to US motion picture exports," Journal of International Economics, Elsevier, vol. 83(1), pages 14-26, January.
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    46. Thi Mai Phuong, Chu & Tu, Thuy Anh, 2014. "On the border effect in the Regional Comprehensive Economic Partnership (RCEP)," Papers 910, World Trade Institute.
    47. Lapatinas, Athanasios, 2019. "The effect of the Internet on economic sophistication: An empirical analysis," Economics Letters, Elsevier, vol. 174(C), pages 35-38.
    48. Herman, Peter R. & Oliver, Sarah, 2023. "Trade, policy, and economic development in the digital economy," Journal of Development Economics, Elsevier, vol. 164(C).
    49. Hintermann, Beat & Ludwig, Markus, 2023. "Home country bias in international emissions trading: Evidence from the EU ETS," Resource and Energy Economics, Elsevier, vol. 71(C).
    50. Fulvio Castellacci, 2014. "Service Firms Heterogeneity, International Collaborations and Export Participation," Journal of Industry, Competition and Trade, Springer, vol. 14(2), pages 259-285, June.
    51. Chunying Cui & Ziwei Yan, 2023. "Does the Digital Economy Promote Domestic Non-Tradable Sectors?: Evidence from China," Sustainability, MDPI, vol. 15(3), pages 1-23, February.
    52. Naixin Zhu, 2023. "Dissertation on Applied Microeconomics of Freemium Pricing Strategies in Mobile App Market," Papers 2305.09479, arXiv.org.
    53. Frederick van der Ploeg & Steven Poelhekke, 2008. "Globalization and the rise of mega-cities in the developing world," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 1(3), pages 477-501.
    54. Lee, Ji-Hye & Jo, Junghyo & Kim, Jong Won & Lee, Keumsook & Choi, M.Y., 2022. "Spatial distributions of restaurants emerging from pedestrian behavior and online information sharing," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 597(C).
    55. James Feyrer, 2009. "Distance, Trade, and Income - The 1967 to 1975 Closing of the Suez Canal as a Natural Experiment," NBER Working Papers 15557, National Bureau of Economic Research, Inc.
    56. Kekezi, Orsa & Mellander, Charlotta, 2017. "Geography and Media – Does a Local Editorial Office Increase the Consumption of Local News?," Working Paper Series in Economics and Institutions of Innovation 447, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    57. Leo Sleuwaegen & Peter M. Smith, 2022. "Who purchases cross-border? Individual and country level determinants of the decision to purchase cross-border in the European Single Market," Electronic Commerce Research, Springer, vol. 22(3), pages 749-785, September.
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    59. Olarreaga, Marcelo & Lendle, Andreas & Vezina, Pierre-Louis & Schropp, Simon, 2012. "There goes gravity: how eBay reduces trade costs," CEPR Discussion Papers 9094, C.E.P.R. Discussion Papers.
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    61. Olivier Bargain & Jean Marie Cardebat & Raphael Chiappini, 2020. "Trade Uncorked: Genetic Resistanceand Quality Heterogeneity in Wine Exports," Working Papers hal-03265170, HAL.
    62. Nestor Duch-Brown & Bertin Martens, 2015. "Barriers to Cross-border eCommerce in the EU Digital Single Market," JRC Working Papers on Digital Economy 2015-07, Joint Research Centre.
    63. ALAVERAS Georgios & DUCH BROWN Nestor & MARTENS Bertin, 2020. "Geo-blocking: Geo-blocking regulation: an assessment of its impact on the EU Digital Single Market," JRC Working Papers on Digital Economy 2020-02, Joint Research Centre.
    64. Lynda Sanderson & Garrick Wright-McNaughton & Naomitsu Yashiro, 2022. "Does high-speed internet boost exporting?," Working Papers 2022/02, New Zealand Productivity Commission.
    65. Jeonghye Choi & David R. Bell & Leonard M. Lodish, 2012. "Traditional and IS-Enabled Customer Acquisition on the Internet," Management Science, INFORMS, vol. 58(4), pages 754-769, April.
    66. Magerman, Glenn & Studnicka, Zuzanna & Van Hove, Jan, 2015. "Distance and border effects in international trade: A comparison of estimation methods," Economics Discussion Papers 2015-69, Kiel Institute for the World Economy (IfW Kiel).
    67. Joel Waldfogel, 2019. "Dining Out as Cultural Trade," NBER Working Papers 26020, National Bureau of Economic Research, Inc.
    68. Lopez Cordova,Jose Ernesto, 2020. "Digital Platforms and the Demand for International Tourism Services," Policy Research Working Paper Series 9147, The World Bank.
    69. Lilac Nachum & Grigorios Livanis & Hyokyoung Grace Hong, . "When near is far and far is near: physical and constructed dimensions of geography and their implications for inward FDI performance," UNCTAD Transnational Corporations Journal, United Nations Conference on Trade and Development.
    70. Fensore, Irene & Legge, Stefan & Schmid, Lukas, 2017. "Human Barriers to International Trade," Economics Working Paper Series 1712, University of St. Gallen, School of Economics and Political Science.
    71. Vendrell-Herrero, Ferran & Gomes, Emanuel & Collinson, Simon & Parry, Glenn & Bustinza, Oscar F., 2018. "Selling digital services abroad: How do extrinsic attributes influence foreign consumers’ purchase intentions?," International Business Review, Elsevier, vol. 27(1), pages 173-185.
    72. Francois, Joseph, 2016. "The Macro-economic Impact of e-Commerce in the EU Digital Single Market," Papers 987, World Trade Institute.
    73. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2010. "Entrepreneurial Finance and the Flat-World Hypothesis: Evidence from Crowd-Funding Entrepreneurs in the Arts," Working Papers 10-08, NET Institute, revised Sep 2010.
    74. Alex Coad & Nestor Duch-Brown, 2017. "Barriers to European cross-border E-commerce," JRC Working Papers on Digital Economy 2017-03, Joint Research Centre.
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    76. Lee Yub, 2018. "Ecommerce and Firm Performance: Evidence from Korea," Working Papers id:12428, eSocialSciences.
    77. Emmanouil Tranos & Karima Kourtit & Peter Nijkamp, 2014. "Digital urban network connectivity: Global and Chinese internet patterns," Papers in Regional Science, Wiley Blackwell, vol. 93(2), pages 409-428, June.
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    81. Kuang-Hann Chou & Chien-Hsun Chen & Chao-Cheng Mai, 2015. "Factors Influencing China's Exports with a Spatial Econometric Model," The International Trade Journal, Taylor & Francis Journals, vol. 29(3), pages 191-211, August.
    82. Edward E. Leamer, 2007. "A Flat World, a Level Playing Field, a Small World After All, or None of the Above? A Review of Thomas L Friedman's The World is Flat," Journal of Economic Literature, American Economic Association, vol. 45(1), pages 83-126, March.
    83. Camilo Andrés Acosta Mejía, Luis Baldomero-Quintana, 2022. "Quality of Communications Infrastructure, Local Structural Transformation, and Inequality," Documentos de Trabajo de Valor Público 20506, Universidad EAFIT.
    84. Jean Boivin & Robert Clark & Nicolas Vincent, 2010. "Virtual Borders: Online Nominal Rigidities and International Market Segmentation," NBER Working Papers 15642, National Bureau of Economic Research, Inc.
    85. Joep Steegmans & Jonathan de Bruin, 2021. "Online housing search: A gravity model approach," PLOS ONE, Public Library of Science, vol. 16(3), pages 1-31, March.
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    93. Eric Overby & Chris Forman, 2015. "The Effect of Electronic Commerce on Geographic Purchasing Patterns and Price Dispersion," Management Science, INFORMS, vol. 61(2), pages 431-453, February.
    94. Hicham Ganga & Javier Alonso & Vincenzo Spiezia & Jan Tscheke, 2018. "Patterns of domestic and cross-border e-commerce in Spain: A gravitational model approach," Working Papers 18/18, BBVA Bank, Economic Research Department.
    95. Leuven, Edwin & Akerman, Anders & Mogstad, Magne, 2018. "Information Frictions, Internet and the Relationship between Distance and Trade," Memorandum 1/2018, Oslo University, Department of Economics, revised 17 Sep 2020.
    96. Chris Forman, 2013. "How has information technology use shaped the geography of economic activity?," Chapters, in: Frank Giarratani & Geoffrey J.D. Hewings & Philip McCann (ed.), Handbook of Industry Studies and Economic Geography, chapter 10, pages 253-270, Edward Elgar Publishing.
    97. Harold Creusen & Henk Kox & Arjan Lejour & Roger Smeets, 2011. "Exploring the Margins of Dutch Exports: A Firm-Level Analysis," De Economist, Springer, vol. 159(4), pages 413-434, December.
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    117. Wang, Zhe & Jiang, Dianchun & Zhang, Ming, 2024. "Seeking new location advantages: Analysis of emerging digital cross-border M&As—Based on TIMG index," International Business Review, Elsevier, vol. 33(2).
    118. Jonathan Timmis, 2012. "The Internet and International Trade in Goods," Discussion Papers 12/03, University of Nottingham, School of Economics.
    119. Irwan Shah Zainal Abidin & Muhammad Haseeb & Rabiul Islam, 2016. "Regional Integration of the Association of Southeast Asian Nations Economic Community: An Analysis of Malaysia - Association of Southeast Asian Nations Exports," International Journal of Economics and Financial Issues, Econjournals, vol. 6(2), pages 646-652.
    120. Ajay K. Agrawal & Christian Catalini & Avi Goldfarb, 2011. "The Geography of Crowdfunding," NBER Working Papers 16820, National Bureau of Economic Research, Inc.
    121. Natalia Grishchenko, 2024. "E-Commerce Cross-Border and Domestic Dynamics: Decision Tree and Spatial Insights on Seller Origin Impact," Businesses, MDPI, vol. 4(3), pages 1-29, July.
    122. Banse, Martin & Grethe, Harald, 2008. "Top Down, and a little Bottom Up: Modelling EU Agricultural Policy Liberalization with LEITAP and ESIM," Conference papers 331809, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.

  45. Avi Goldfarb, 2006. "State Dependence at Internet Portals," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 15(2), pages 317-352, June.

    Cited by:

    1. Jeremy T. Fox, 2010. "Estimating the Employer Switching Costs and Wage Responses of Forward-Looking Engineers," Journal of Labor Economics, University of Chicago Press, vol. 28(2), pages 357-412, April.
    2. Bucklin, Randolph E. & Sismeiro, Catarina, 2009. "Click Here for Internet Insight: Advances in Clickstream Data Analysis in Marketing," Journal of Interactive Marketing, Elsevier, vol. 23(1), pages 35-48.
    3. Sirui Li & Jing Su & Ying Liu & Xianwei Shi & Jie Wang & Michael D. Lepech, 2024. "Digital retailing practices for triggering physical retailers’ bounce-back and bounce-forward performance against a great shock: evidence from the COVID-19 pandemic," Palgrave Communications, Palgrave Macmillan, vol. 11(1), pages 1-15, December.
    4. Morten O. Ravn & Stephanie Schmitt-Grohe & Martin Uribe, 2008. "Incomplete cost pass-through under deep habits," Proceedings, Board of Governors of the Federal Reserve System (U.S.).
    5. Chris Forman & Pei-yu Chen, 2003. "Network Effects and Switching Costs in the Market for Routers and Switches," Working Papers 03-03, NET Institute, revised Oct 2003.
    6. Ribeiro, Ricardo, 2010. "Consumer demand for variety: intertemporal effects of consumption, product switching and pricing policies," MPRA Paper 25812, University Library of Munich, Germany.
    7. Lukasz Grzybowski & Pedro Pereira, 2007. "Merger Simulation in Mobile Telephony in Portugal," Working Papers 07-12, NET Institute, revised Sep 2007.
    8. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    9. Carlos Ocaña Pérez de Tudela & Yolanda Polo & Francisco Javier Sesé, 2009. "Existencia y heterogeneidad de los costes de cambio en la industria de la Telefonía Móvil," Hacienda Pública Española / Review of Public Economics, IEF, vol. 191(4), pages 9-26, December.
    10. Belleflamme,Paul & Peitz,Martin, 2015. "Industrial Organization," Cambridge Books, Cambridge University Press, number 9781107069978, January.
    11. Gábor Kézdi & Gergely Csorba, 2013. "Estimating Consumer Lock-In Effects from Firm-Level Data," Journal of Industry, Competition and Trade, Springer, vol. 13(3), pages 431-452, September.
    12. Gabor Kezdi & Gergely Csorba, 2011. "Estimating the Lock-in Effects of Switching Costs from Firm-Level Data," CERS-IE WORKING PAPERS 1108, Institute of Economics, Centre for Economic and Regional Studies.
    13. Hong, Seung-Hyun & Rezende, Leonardo, 2012. "Lock-in and unobserved preferences in server operating systems: A case of Linux vs. Windows," Journal of Econometrics, Elsevier, vol. 167(2), pages 494-503.
    14. Avi Goldfarb, 2006. "The medium-term effects of unavailability," Quantitative Marketing and Economics (QME), Springer, vol. 4(2), pages 143-171, June.
    15. Lukasz Grzybowski, 2008. "Estimating Switching Costs in Mobile Telephony in the UK," Journal of Industry, Competition and Trade, Springer, vol. 8(2), pages 113-132, June.
    16. Schröder, Nadine & Falke, Andreas & Hruschka, Harald & Reutterer, Thomas, 2019. "Analyzing the Browsing Basket: A Latent Interests-Based Segmentation Tool," Journal of Interactive Marketing, Elsevier, vol. 47(C), pages 181-197.
    17. Lukasz Grzybowski & Pedro Pereira, 2011. "Subscription Choices and Switching Costs in Mobile Telephony," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 38(1), pages 23-42, January.
    18. Catherine Tucker, 2008. "Identifying Formal and Informal Influence in Technology Adoption with Network Externalities," Management Science, INFORMS, vol. 54(12), pages 2024-2038, December.
    19. K. Sudhir & Nathan Yang, 2014. "Exploiting the Choice-Consumption Mismatch: A New Approach to Disentangle State Dependence and Heterogeneity," Cowles Foundation Discussion Papers 1941, Cowles Foundation for Research in Economics, Yale University.
    20. Guhl, Daniel, 2024. "Tracking time-varying brand equity using household panel data," Journal of Business Research, Elsevier, vol. 182(C).
    21. Staus, Alexander, 2011. "Which household attitudes determine the store type choice for meat?," Journal of Retailing and Consumer Services, Elsevier, vol. 18(3), pages 224-234.

  46. Forman, Chris & Goldfarb, Avi & Greenstein, Shane, 2005. "How did location affect adoption of the commercial Internet? Global village vs. urban leadership," Journal of Urban Economics, Elsevier, vol. 58(3), pages 389-420, November.

    Cited by:

    1. Craig, Steven G. & Hoang, Edward C. & Kohlhase, Janet E., 2017. "Does closeness in virtual space complement urban space?," Socio-Economic Planning Sciences, Elsevier, vol. 58(C), pages 22-29.
    2. Arthur Grimes & Cleo Ren & Philip Stevens, 2012. "The need for speed: impacts of internet connectivity on firm productivity," Journal of Productivity Analysis, Springer, vol. 37(2), pages 187-201, April.
    3. Peter Mayerhofer & Peter Huber & Dieter Pennerstorfer, 2017. "Handel und Einzelhandel im Wiener Beschäftigungssystem. Arbeitsmarktrelevanz, Arbeitsplatzcharakteristika, absehbare Herausforderungen," WIFO Studies, WIFO, number 61951.
    4. Raphaël Chiappini & Cyrielle Gaglio, 2023. "Digital intensity, trade costs and exports' quality upgrading," Post-Print hal-04154448, HAL.
    5. Ron A. Boschma & Jesse W.J. Weltevreden, 2006. "An evolutionary perspective on Internet adoption by retailers in the Netherlands," Papers in Evolutionary Economic Geography (PEEG) 0603, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jan 2006.
    6. Anja Lambrecht & Katja Seim, 2006. "Adoption and Usage of Online Services in the Presence of Complementary Offline Services: Retail Banking," Working Papers 06-27, NET Institute, revised Oct 2006.
    7. Chloé Duvivier & Emma Cazou & Stéphanie Truchet‐Aznar & Cédric Brunelle & Jean Dubé, 2021. "When, where, and for what industries does broadband foster establishment births?," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1377-1401, December.
    8. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Working Papers 20036, National Bureau of Economic Research, Inc.
    9. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.
    10. Prasanna Tambe & Lorin M. Hitt, 2014. "Measuring Information Technology Spillovers," Information Systems Research, INFORMS, vol. 25(1), pages 53-71, March.
    11. Gopalan, Sasidaran & Reddy, Ketan & Sasidharan, Subash, 2022. "Does digitalization spur global value chain participation? Firm-level evidence from emerging markets," Information Economics and Policy, Elsevier, vol. 59(C).
    12. Julien Gooris & Carine Peeters, 2014. "Fragmenting global business processes: A protection for proprietary information," Working Papers 2014-12, CEPII research center.
    13. Mark D. Partridge & Dan S. Rickman & Kamar Ali & M. Rose Olfert, 2009. "Recent Spatial Growth Dynamics in Wages and Housing Costs: Proximity to Urban Production Externalities and Consumer Amenities," Economics Working Paper Series 0906, Oklahoma State University, Department of Economics and Legal Studies in Business.
    14. Forman, Chris & van Zeebroeck, Nicolas, 2019. "Digital technology adoption and knowledge flows within firms: Can the Internet overcome geographic and technological distance?," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    15. Douglas Cumming & Sofia Johan, 2010. "The Differential Impact of the Internet on Spurring Regional Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 34(5), pages 857-884, September.
    16. Arora, Ashish & Forman, Chris & Nandkumar, Anand & Telang, Rahul, 2010. "Competition and patching of security vulnerabilities: An empirical analysis," Information Economics and Policy, Elsevier, vol. 22(2), pages 164-177, May.
    17. Peng Huang & Marco Ceccagnoli & Chris Forman & D.J. Wu, 2009. "Participation in a Platform Ecosystem: Appropriability, Competition, and Access to the Installed Base," Working Papers 09-14, NET Institute, revised Sep 2009.
    18. Chris Forman & Avi Goldfarb & Shane Greenstein, 2008. "Understanding the Inputs into Innovation: Do Cities Substitute for Internal Firm Resources?," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 17(2), pages 295-316, June.
    19. Frank Nagle, 2019. "Open Source Software and Firm Productivity," Management Science, INFORMS, vol. 65(3), pages 1191-1215, March.
    20. David Dranove & Christopher Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Trillion Dollar Conundrum: Complementarities and Health Information Technology," NBER Working Papers 18281, National Bureau of Economic Research, Inc.
    21. Chris Forman & Avi Goldfarb & Shane Greenstein, 2012. "The Internet and Local Wages: A Puzzle," American Economic Review, American Economic Association, vol. 102(1), pages 556-575, February.
    22. Chris Forman & Anindya Ghose & Avi Goldfarb, 2006. "Geography and Electronic Commerce: Measuring Convenience, Selection, and Price," Working Papers 06-15, NET Institute, revised Sep 2006.
    23. Ikuto Aiba, 2024. "Information technology, market congestion, and economic geography," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 73(3), pages 1269-1295, October.
    24. Mário Jorge Mendonça & Paulo R. A. Loureiro & Antônio Nascimento & Roberto Ellery, 2021. "Assessment of the effect of broadband expansion on the economy reviewed," Review of Development Economics, Wiley Blackwell, vol. 25(4), pages 2414-2432, November.
    25. Tongyang Liu & Dong Xue & Yizhuo Fang & Kunpeng Zhang, 2023. "The Impact of Differentiated Development of the Digital Economy on Employment Quality—An Empirical Analysis Based on Provincial Data from China," Sustainability, MDPI, vol. 15(19), pages 1-26, September.
    26. Adelheid Holl & Rafael Pardo & Ruth Rama, 2013. "Spatial patterns of adoption of just-in-time manufacturing," Papers in Regional Science, Wiley Blackwell, vol. 92(1), pages 51-67, March.
    27. Emmanouil Tranos & Peter Nijkamp, 2013. "The Death Of Distance Revisited: Cyber-Place, Physical And Relational Proximities," Journal of Regional Science, Wiley Blackwell, vol. 53(5), pages 855-873, December.
    28. Wolski, Oskar, 2019. "Digitalization of Rural Areas and Agriculture in the EU Debate: How Far from What Research Says?," Village and Agriculture (Wieś i Rolnictwo), Polish Academy of Sciences (IRWiR PAN), Institute of Rural and Agricultural Development, vol. 183(1), March.
    29. Chen, Yulong & Ma, Liyuan & Orazem, Peter F., 2023. "The heterogeneous role of broadband access on establishment entry and exit by sector and urban and rural markets," Telecommunications Policy, Elsevier, vol. 47(3).
    30. Arora, Ashish & Forman, Chris & Yoon, Ji Woong, 2010. "Complementarity and information technology adoption: Local area networks and the Internet," Information Economics and Policy, Elsevier, vol. 22(3), pages 228-242, July.
    31. Frank Nagle, 2018. "Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods," Organization Science, INFORMS, vol. 29(4), pages 569-587, August.
    32. Boik, Andre, 2017. "The economics of universal service: An analysis of entry subsidies for high speed broadband," Information Economics and Policy, Elsevier, vol. 40(C), pages 13-20.
    33. Olarreaga, Marcelo & Lendle, Andreas & Vezina, Pierre-Louis & Schropp, Simon, 2012. "There goes gravity: how eBay reduces trade costs," CEPR Discussion Papers 9094, C.E.P.R. Discussion Papers.
    34. Guido De Blasio, 2006. "Does the Internet Kill the Distance? Evidence From Navigation, E-Commerce, and E-Banking," ERSA conference papers ersa06p440, European Regional Science Association.
    35. Chris Forman & Nicolas van Zeebroeck, 2012. "From Wires to Partners: How the Internet Has Fostered R&D Collaborations Within Firms," Management Science, INFORMS, vol. 58(8), pages 1549-1568, August.
    36. Mark Doms & Ethan Lewis, 2006. "Labor supply and personal computer adoption," Working Paper Series 2006-18, Federal Reserve Bank of San Francisco.
    37. Margarita Billon & Roberto Ezcurra & Fernando Lera‐López, 2009. "Spatial Effects in Website Adoption by Firms in European Regions," Growth and Change, Wiley Blackwell, vol. 40(1), pages 54-84, March.
    38. Elizabeth A. Mack & Tony H. Grubesic, 2009. "Broadband Provision And Firm Location In Ohio: An Exploratory Spatial Analysis," Tijdschrift voor Economische en Sociale Geografie, Royal Dutch Geographical Society KNAG, vol. 100(3), pages 298-315, July.
    39. Kenneth J. Arrow & L. Kamran Bilir & Alan Sorensen, 2020. "The Impact of Information Technology on the Diffusion of New Pharmaceuticals," American Economic Journal: Applied Economics, American Economic Association, vol. 12(3), pages 1-39, July.
    40. Qing Wang & Xingyu Xia & Sai Lan & Miao Li, 2023. "Rural digital infrastructure and labor market: Evidence from universal telecommunication service," Asian Economic Journal, East Asian Economic Association, vol. 37(3), pages 293-325, September.
    41. Wenjie Chen & Fariha Kamal, 2016. "The Impact of Information and Communication Technology Adoption on Multinational Firm Boundary Decisions," Working Papers 16-01, Center for Economic Studies, U.S. Census Bureau.
    42. Zheng, Shilin & Duan, Yuwei & Ward, Michael R., 2019. "The effect of broadband internet on divorce in China," Technological Forecasting and Social Change, Elsevier, vol. 139(C), pages 99-114.
    43. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2023. "Similarities and Differences in the Adoption of General Purpose Technologies," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    44. Dan Rickman & Belal Fallah & Mark Partridge, 2011. "Geographic Determinants of Hi-Tech Employment Growth in U.S. Counties," ERSA conference papers ersa11p518, European Regional Science Association.
    45. John Sanders & Laura Galloway, 2012. "Does the quality of websites vary by location? A study of urban and rural small firms in Scotland," Local Economy, London South Bank University, vol. 27(2), pages 119-135, March.
    46. Jie Tang & Wenyue Cui, 2024. "Does the Internet trigger an innovative spatial revolution: evidence from China," Information Technology and Management, Springer, vol. 25(4), pages 305-318, December.
    47. Danielle Galliano & Pascale Roux, 2008. "Organisational motives and spatial effects in Internet adoption and intensity of use: evidence from French industrial firms," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 42(2), pages 425-448, June.
    48. Emmanouil Tranos & Yannis Ioannides, 2015. "Ubiquitous digital technologies and spatial structure: a preliminary analysis," ERSA conference papers ersa15p1329, European Regional Science Association.
    49. Lili Li & Yiwu Zeng & Zi Ye & Hongdong Guo, 2021. "E‐commerce development and urban‐rural income gap: Evidence from Zhejiang Province, China," Papers in Regional Science, Wiley Blackwell, vol. 100(2), pages 475-494, April.
    50. Theodore Pelagidis & Eleftheria Kostika, 2022. "Investigating the role of central banks in the interconnection between financial markets and cryptoassets," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(3), pages 481-507, September.
    51. John V. Gray & Enno Siemsen & Gurneeta Vasudeva, 2015. "Colocation Still Matters: Conformance Quality and the Interdependence of R&D and Manufacturing in the Pharmaceutical Industry," Management Science, INFORMS, vol. 61(11), pages 2760-2781, November.
    52. Chia-Lin Chang & Yu-Chieh Wu & Michael McAleer, 2018. "A statistical analysis of industrial penetration and internet intensity in Taiwan," Documentos de Trabajo del ICAE 2018-02, Universidad Complutense de Madrid, Facultad de Ciencias Económicas y Empresariales, Instituto Complutense de Análisis Económico.
    53. Sadaf Bashir & Bert Sadowski, 2014. "General Purpose Technologies: A Survey, a Critique and Future Research Directions," Working Papers 14-02, Eindhoven Center for Innovation Studies, revised Feb 2014.
    54. Martin, Ludivine, 2009. "Understanding the implementation of e-business strategies: Evidence from Luxembourg," MPRA Paper 13645, University Library of Munich, Germany.
    55. George Deltas & Seung-Hyun Hong, 2009. "Heterogeneity and Information Spillovers in Web Service Sourcing," Working Papers 09-20, NET Institute, revised Sep 2009.
    56. Rachel Bocquet & Olivier Brossard, 2008. "Information technologies adoption and localized knowledge diffusion : an empirical study [Adoption des tic, proximité et diffusion localisée des connaissances]," Post-Print hal-01293648, HAL.
    57. Alekseeva, Liudmila & Fontana, Silvia Dalla & Genc, Caroline & Ranjbar, Hedieh Rashidi, 2022. "From in-person to online: the new shape of the VC industry," SocArXiv 3pc4z, Center for Open Science.
    58. Mack, Elizabeth A. & Rey, Sergio J., 2014. "An econometric approach for evaluating the linkages between broadband and knowledge intensive firms," Telecommunications Policy, Elsevier, vol. 38(1), pages 105-118.
    59. Danielle Galliano & Pascale Roux & Nicolas Soulié, 2011. "ICT Intensity of Use and the Geography of Firms," Environment and Planning A, , vol. 43(1), pages 67-86, January.
    60. Chris Forman, 2013. "How has information technology use shaped the geography of economic activity?," Chapters, in: Frank Giarratani & Geoffrey J.D. Hewings & Philip McCann (ed.), Handbook of Industry Studies and Economic Geography, chapter 10, pages 253-270, Edward Elgar Publishing.
    61. Giancarlo Giudici & Massimiliano Guerini & Cristina Rossi-Lamastra, 2018. "Reward-based crowdfunding of entrepreneurial projects: the effect of local altruism and localized social capital on proponents’ success," Small Business Economics, Springer, vol. 50(2), pages 307-324, February.
    62. Sylvie Charlot & Gilles Duranton, 2006. "Cities and Workplace Communication: Some Quantitative French Evidence," Urban Studies, Urban Studies Journal Limited, vol. 43(8), pages 1365-1394, July.
    63. Jonathan Timmis, 2013. "Internet Adoption and Firm Exports in Developing Economies," Discussion Papers 2013-05, University of Nottingham, GEP.
    64. Shane Greenstein, 2020. "Digital Infrastructure," NBER Chapters, in: Economic Analysis and Infrastructure Investment, pages 409-447, National Bureau of Economic Research, Inc.
    65. Elizabeth A. Mack & Luc Anselin & Tony H. Grubesic, 2011. "The importance of broadband provision to knowledge intensive firm location," Regional Science Policy & Practice, Wiley Blackwell, vol. 3(1), pages 17-35, March.
    66. Christian Catalini & Christian Fons-Rosen & Patrick Gaulé, 2018. "How Do Travel Costs Shape Collaboration?," NBER Working Papers 24780, National Bureau of Economic Research, Inc.
    67. Rozenn Perrigot & Thierry Pénard, 2012. "Determinants of E-commerce adoption by franchisors: Insights from the U.S. market," Economics Working Paper Archive (University of Rennes & University of Caen) 201206, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
    68. Savage, Scott James & Waldman, Donald M., 2009. "Ability, location and household demand for Internet bandwidth," International Journal of Industrial Organization, Elsevier, vol. 27(2), pages 166-174, March.
    69. Chi, Feng & Yang, Nathan, 2010. "Twitter in Congress: Outreach vs Transparency," MPRA Paper 23597, University Library of Munich, Germany, revised 22 Jun 2010.
    70. Wesley W. Koo & Charles E. Eesley, 2021. "Platform governance and the rural–urban divide: Sellers' responses to design change," Strategic Management Journal, Wiley Blackwell, vol. 42(5), pages 941-967, May.
    71. Kai-Lung Hui & I. P. L. Png, 2015. "Research Note—Migration of Service to the Internet: Evidence from a Federal Natural Experiment," Information Systems Research, INFORMS, vol. 26(3), pages 606-618, September.
    72. Philip Chen & Edward J Oughton & Pete Tyler & Mo Jia & Jakub Zagdanski, 2020. "Evaluating the impact of next generation broadband on local business creation," Papers 2010.14113, arXiv.org.
    73. Elizabeth A. Mack, 2014. "Broadband and knowledge intensive firm clusters: Essential link or auxiliary connection?," Papers in Regional Science, Wiley Blackwell, vol. 93(1), pages 3-29, March.
    74. Mazzoni Leonardo & Pinelli Fabio & Riccaboni Massimo, 2023. "Measuring Corporate Digital Divide with web scraping: Evidence from Italy," Papers 2301.04925, arXiv.org.
    75. Marcus L. Nascimento & Kelly C. M. Gonçalves & Mario Jorge Mendonça, 2023. "Spatio-Temporal Instrumental Variables Regression with Missing Data: A Bayesian Approach," Computational Economics, Springer;Society for Computational Economics, vol. 62(1), pages 29-47, June.
    76. Heng Li & Shangguang Yang, 2023. "The Road to Common Prosperity: Can the Digital Countryside Construction Increase Household Income?," Sustainability, MDPI, vol. 15(5), pages 1-19, February.
    77. Greenstein, Shane, 2010. "Innovative Conduct in Computing and Internet Markets," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 477-537, Elsevier.
    78. Prasanna Tambe & Lorin M. Hitt, 2014. "Job Hopping, Information Technology Spillovers, and Productivity Growth," Management Science, INFORMS, vol. 60(2), pages 338-355, February.
    79. Rodrigo Belo & Pedro Ferreira & Rahul Telang, 2014. "Broadband in School: Impact on Student Performance," Management Science, INFORMS, vol. 60(2), pages 265-282, February.
    80. Drouard, Joeffrey, 2011. "Costs or gross benefits? - What mainly drives cross-sectional variance in Internet adoption," Information Economics and Policy, Elsevier, vol. 23(1), pages 127-140, March.
    81. Chi Feng & Yang Nathan, 2011. "Twitter Adoption in Congress," Review of Network Economics, De Gruyter, vol. 10(1), pages 1-46, March.
    82. Van der Wee, Marlies & Verbrugge, Sofie & Sadowski, Bert & Driesse, Menno & Pickavet, Mario, 2015. "Identifying and quantifying the indirect benefits of broadband networks for e-government and e-business: A bottom-up approach," Telecommunications Policy, Elsevier, vol. 39(3), pages 176-191.

  47. Avi Goldfarb, 2004. "Concentration in advertising-supported online markets: an empirical approach," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 13(6), pages 581-594.

    Cited by:

    1. Shane Greenstein, 2011. "Nurturing the Accumulation of Innovations: Lessons from the Internet," NBER Chapters, in: Accelerating Energy Innovation: Insights from Multiple Sectors, pages 189-223, National Bureau of Economic Research, Inc.
    2. Avi Goldfarb, 2014. "What is Different About Online Advertising?," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 44(2), pages 115-129, March.
    3. Shane Greenstein & Ryan C. McDevitt, 2009. "The Broadband Bonus: Accounting for Broadband Internet's Impact on U.S. GDP," NBER Working Papers 14758, National Bureau of Economic Research, Inc.
    4. Stranger, Greg & Greenstein, Shane, 2008. "Pricing in the shadow of firm turnover: ISPs during the 1990s," International Journal of Industrial Organization, Elsevier, vol. 26(3), pages 625-642, May.
    5. Monic Sun & Feng Zhu, 2011. "Ad Revenue and Content Commercialization: Evidence from Blogs," Working Papers 11-32, NET Institute.
    6. Monic Sun & Feng Zhu, 2013. "Ad Revenue and Content Commercialization: Evidence from Blogs," Management Science, INFORMS, vol. 59(10), pages 2314-2331, October.
    7. Simon, Daniel H. & Kadiyali, Vrinda, 2007. "The effect of a magazine's free digital content on its print circulation: Cannibalization or complementarity?," Information Economics and Policy, Elsevier, vol. 19(3-4), pages 344-361, October.
    8. Greenstein, Shane, 2010. "Innovative Conduct in Computing and Internet Markets," Handbook of the Economics of Innovation, in: Bronwyn H. Hall & Nathan Rosenberg (ed.), Handbook of the Economics of Innovation, edition 1, volume 1, chapter 0, pages 477-537, Elsevier.

Chapters

  1. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2023. "Similarities and Differences in the Adoption of General Purpose Technologies," NBER Chapters, in: Technology, Productivity, and Economic Growth, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  2. Chris Forman & Avi Goldfarb, 2021. "Concentration and Agglomeration of IT Innovation and Entrepreneurship: Evidence from Patenting," NBER Chapters, in: The Role of Innovation and Entrepreneurship in Economic Growth, pages 95-121, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  3. Ajay Agrawal & Joshua Gans & Avi Goldfarb, 2018. "Economic Policy for Artificial Intelligence," NBER Chapters, in: Innovation Policy and the Economy, Volume 19, pages 139-159, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  4. Ajay Agrawal & Joshua Gans & Avi Goldfarb, 2018. "Introduction to "The Economics of Artificial Intelligence: An Agenda"," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 1-19, National Bureau of Economic Research, Inc.

    Cited by:

    1. Cho, Jaehan & DeStefano, Timothy & Kim, Hanhin & Kim, Inchul & Paik, Jin Hyun, 2023. "What's driving the diffusion of next-generation digital technologies?," Technovation, Elsevier, vol. 119(C).
    2. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.
    3. Antonio Dalla Zuanna & Davide Dottori & Elena Gentili & Salvatore Lattanzio, 2024. "An assessment of occupational exposure to artificial intelligence in Italy," Questioni di Economia e Finanza (Occasional Papers) 878, Bank of Italy, Economic Research and International Relations Area.
    4. Rodríguez-Pose, Andrés & You, Zhuoying, 2024. "Bridging the Innovation Gap. AI and Robotics as Drivers of China’s Urban Innovation," CEPR Discussion Papers 19010, C.E.P.R. Discussion Papers.
    5. Bernardo S. Buarque & Ronald B. Davies & Dieter Franz Kogler & Ryan M. Hynes, 2019. "OK Computer: The Creation and Integration of AI in Europe," Working Papers 201911, School of Economics, University College Dublin.
    6. Sisi Zhang & Xiaoyu Ma & Qi Cui & Jiamin Liu, 2024. "Digitalization and urban resilience: how does the allocation of digital factors affect urban resilience under energy constraints in China?," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(9), pages 23613-23641, September.
    7. Chu, Angus C. & Cozzi, Guido & Furukawa, Yuichi & Liao, Chih-Hsing, 2023. "Should the government subsidize innovation or automation?," Macroeconomic Dynamics, Cambridge University Press, vol. 27(4), pages 1059-1088, June.
    8. Avi Goldfarb & Joshua Gans & Ajay Agrawal, 2018. "Economic Policy for Artificial Intelligence," Working Papers id:12798, eSocialSciences.
    9. Xueyuan Gao & Hua Feng, 2023. "AI-Driven Productivity Gains: Artificial Intelligence and Firm Productivity," Sustainability, MDPI, vol. 15(11), pages 1-21, June.
    10. Ruqing Xu, 2024. "Persuasion, Delegation, and Private Information in Algorithm-Assisted Decisions," Papers 2402.09384, arXiv.org, revised Feb 2024.
    11. Daojun Li & Haiqin Wang & Juan Wang, 2024. "Artificial Intelligence and Technological Innovation: Evidence from China’s Strategic Emerging Industries," Sustainability, MDPI, vol. 16(16), pages 1-24, August.
    12. David Mayer-Foulkes, 2018. "Efficient Urbanization for Mexican Development," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 10(10), pages 1-1, October.
    13. Majid Majzoubi & Eric Yanfei Zhao, 2023. "Going beyond optimal distinctiveness: Strategic positioning for gaining an audience composition premium," Strategic Management Journal, Wiley Blackwell, vol. 44(3), pages 737-777, March.
    14. Flavio Calvino & Luca Fontanelli, 2023. "Artificial intelligence, complementary assets and productivity: evidence from French firms," LEM Papers Series 2023/35, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
    15. Łukasz Arendt & Eugeniusz Kwiatkowski, 2023. "Kontrowersje wokół wpływu nowoczesnych technologii na zatrudnienie i bezrobocie," Ekonomista, Polskie Towarzystwo Ekonomiczne, issue 2, pages 195-216.
    16. Denicolai, Stefano & Zucchella, Antonella & Magnani, Giovanna, 2021. "Internationalization, digitalization, and sustainability: Are SMEs ready? A survey on synergies and substituting effects among growth paths," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    17. Muhammad Waqas Farooq & Dr. Khawaja Hisham Ul Hassan & Faiza Nawaz, 2024. "Integrating Qualitative and Quantitative Approaches: The Impact of AI Design on Consumer Perception and Buying Behavior in the FMCG Sector," Bulletin of Business and Economics (BBE), Research Foundation for Humanity (RFH), vol. 13(2), pages 775-786.

  5. Avi Goldfarb & Daniel Trefler, 2018. "Artificial Intelligence and International Trade," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 463-492, National Bureau of Economic Research, Inc.

    Cited by:

    1. Martin Beraja & David Y. Yang & Noam Yuchtman, 2021. "Data-intensive innovation and the State: evidence from AI firms in China," CEP Discussion Papers dp1755, Centre for Economic Performance, LSE.
    2. Christian Peukert & Stefan Bechtold & Michail Batikas & Tobias Kretschmer, 2022. "Regulatory Spillovers and Data Governance: Evidence from the GDPR," Marketing Science, INFORMS, vol. 41(4), pages 746-768, July.
    3. Bernardo S. Buarque & Ronald B. Davies & Dieter Franz Kogler & Ryan M. Hynes, 2019. "OK Computer: The Creation and Integration of AI in Europe," Working Papers 201911, School of Economics, University College Dublin.
    4. Jošić Hrvoje & Žmuk Berislav, 2022. "A Machine Learning Approach to Forecast International Trade: The Case of Croatia," Business Systems Research, Sciendo, vol. 13(3), pages 144-160, October.
    5. Raquel Ortega-Argilés, 2022. "The evolution of regional entrepreneurship policies: “no one size fits all”," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(3), pages 585-610, December.
    6. Fossen, Frank M. & Sorgner, Alina, 2022. "New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    7. Robert Wolfe, 2018. "Learning about digital trade: Privacy and e-commerce in CETA and TPP," RSCAS Working Papers 2018/27, European University Institute.
    8. Xiong, Tingting, 2023. "The effect of technological intensity on international trade," International Economics, Elsevier, vol. 176(C).
    9. Wei Cui & Nigar Hashimzade, 2019. "The Digital Services Tax as a Tax on Location-Specific Rent," CESifo Working Paper Series 7737, CESifo.

  6. Ajay Agrawal & Joshua Gans & Avi Goldfarb, 2018. "Prediction, Judgment, and Complexity: A Theory of Decision-Making and Artificial Intelligence," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 89-110, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  7. Avi Goldfarb & Shane M. Greenstein & Catherine E. Tucker, 2015. "Introduction to "Economic Analysis of the Digital Economy"," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 1-17, National Bureau of Economic Research, Inc.

    Cited by:

    1. Antonelli, Cristiano & Tubiana, Matteo, 2020. "Income inequality in the knowledge economy," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 153-164.
    2. Laurent Ferrara & Anna Simoni, 2020. "When are Google data useful to nowcast GDP? An approach via pre-selection and shrinkage," EconomiX Working Papers 2020-11, University of Paris Nanterre, EconomiX.
    3. Engels, Barbara, 2016. "Data portability among online platforms," Internet Policy Review: Journal on Internet Regulation, Alexander von Humboldt Institute for Internet and Society (HIIG), Berlin, vol. 5(2), pages 1-17.
    4. Jeremy Watson, 2017. "What is the Value of Re-use? Complementarities in Popular Music," Working Papers 17-15, NET Institute.
    5. John M. Abowd & Ian M. Schmutte & William Sexton & Lars Vilhuber, 2019. "Suboptimal Provision of Privacy and Statistical Accuracy When They are Public Goods," Papers 1906.09353, arXiv.org.
    6. Jiaqi Wei & Ying Guo, 2024. "The effect of urban capacity in knowledge recombination on digital economy development," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(9), pages 5373-5402, September.
    7. Rongrong Zhou & Decai Tang & Dan Da & Wenya Chen & Lin Kong & Valentina Boamah, 2022. "Research on China’s Manufacturing Industry Moving towards the Middle and High-End of the GVC Driven by Digital Economy," Sustainability, MDPI, vol. 14(13), pages 1-30, June.
    8. Peter Q. Blair & Mischa Fisher, 2022. "Does Occupational Licensing Reduce Value Creation on Digital Platforms?," NBER Working Papers 30388, National Bureau of Economic Research, Inc.

  8. Chris Forman & Avi Goldfarb & Shane Greenstein, 2014. "Information Technology and the Distribution of Inventive Activity," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 169-196, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  9. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2013. "Some Simple Economics of Crowdfunding," NBER Chapters, in: Innovation Policy and the Economy, Volume 14, pages 63-97, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  10. Avi Goldfarb & Catherine Tucker, 2012. "Privacy and Innovation," NBER Chapters, in: Innovation Policy and the Economy, Volume 12, pages 65-89, National Bureau of Economic Research, Inc.
    See citations under working paper version above.

Books

  1. Ajay Agrawal & Joshua Gans & Avi Goldfarb, 2019. "The Economics of Artificial Intelligence: An Agenda," NBER Books, National Bureau of Economic Research, Inc, number agra-1, June.

    Cited by:

    1. Jérôme Dugast & Thierry Foucault, 2023. "Equilibrium Data Mining and Data Abundance," Post-Print hal-04390474, HAL.
    2. Andrea Szalavetz, 2019. "Artificial Intelligence-Based Development Strategy in Dependent Market Economies - Any Room amidst Big Power Rivalry?," Central European Business Review, Prague University of Economics and Business, vol. 2019(4), pages 40-54.
    3. Mario Benassi & Elena Grinza & Francesco Rentocchini, 2020. "The rush for patents in the Fourth Industrial Revolution," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(4), pages 559-588, December.
    4. Byron Botha & Rulof Burger & Kevin Kotze & Neil Rankin & Daan Steenkamp, 2022. "Big data forecasting of South African inflation," School of Economics Macroeconomic Discussion Paper Series 2022-03, School of Economics, University of Cape Town.
    5. Philippe Goulet Coulombe & Maxime Leroux & Dalibor Stevanovic & Stéphane Surprenant, 2019. "How is Machine Learning Useful for Macroeconomic Forecasting?," CIRANO Working Papers 2019s-22, CIRANO.
    6. Nicholas Bloom & Tarek Alexander Hassan & Aakash Kalyani & Josh Lerner & Ahmed Tahoun, 2021. "The diffusion of disruptive technologies," POID Working Papers 016, Centre for Economic Performance, LSE.
    7. Mario Benassi & Elena Grinza & Francesco Rentocchini & Laura Rondi, 2022. "Patenting in 4IR technologies and firm performance [Robots and jobs: evidence from US labor markets]," Industrial and Corporate Change, Oxford University Press and the Associazione ICC, vol. 31(1), pages 112-136.
    8. Armin Mertens & Marc Scheufen, 2024. "Intellectual property and fourth industrial revolution technologies: how the patent system is shaping the future in the data-driven economy," European Journal of Law and Economics, Springer, vol. 57(1), pages 275-310, April.
    9. Mario Benassi & Elena Grinza & Francesco Rentocchini & Laura Rondi, 2020. "Going Revolutionary: The Impact of 4IR Technology Development on Firm Performance," SEEDS Working Papers 0720, SEEDS, Sustainability Environmental Economics and Dynamics Studies, revised Jul 2020.
    10. Teppo Felin & Stuart Kauffman & Todd Zenger, 2023. "Resource origins and search," Strategic Management Journal, Wiley Blackwell, vol. 44(6), pages 1514-1533, June.
    11. Colin Wessendorf & Alexander Kopka & Dirk Fornahl, 2021. "The impact of the six European Key Enabling Technologies (KETs) on regional knowledge creation," Papers in Evolutionary Economic Geography (PEEG) 2127, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.
    12. Thomas Gries & Wim Naudé, 2022. "Modelling artificial intelligence in economics," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 56(1), pages 1-13, December.
    13. Oliver Falck & Johannes Koenen, 2020. "Rohstoff „Daten“: Volkswirtschaflicher Nutzen von Datenbereitstellung – eine Bestandsaufnahme," ifo Forschungsberichte, ifo Institute - Leibniz Institute for Economic Research at the University of Munich, number 113, July.
    14. Koski, Heli & Pantzar, Mika, 2019. "Data Markets in Making: The Role of Technology Giants," ETLA Working Papers 72, The Research Institute of the Finnish Economy.
    15. Skare, Marinko & Porada-Rochoń, Małgorzata, 2022. "Technology and social equality in the United States," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    16. Bart van Ark & Klaas de Vries & Abdul Erumban, 2020. "How to not miss a productivity revival once again?," National Institute of Economic and Social Research (NIESR) Discussion Papers 518, National Institute of Economic and Social Research.
    17. Belloc, Filippo & Burdin, Gabriel & Cattani, Luca & Ellis, William & Landini, Fabio, 2021. "Coevolution of Job Automation Risk and Workplace Governance," IZA Discussion Papers 14788, Institute of Labor Economics (IZA).
    18. Mareike Bergmann & Christian Brück & Thorsten Knauer & Anja Schwering, 2020. "Digitization of the budgeting process: determinants of the use of business analytics and its effect on satisfaction with the budgeting process," Journal of Management Control: Zeitschrift für Planung und Unternehmenssteuerung, Springer, vol. 31(1), pages 25-54, April.
    19. Davide Antonioli & Alberto Marzucchi & Francesco Rentocchini & Simone Vannuccini, 2022. "Robot Adoption and Innovation Activities (last revised: December 2023)," Munich Papers in Political Economy 21, Munich School of Politics and Public Policy and the School of Management at the Technical University of Munich.
    20. Kristina McElheran & J. Frank Li & Erik Brynjolfsson & Zachary Krof & Emin Dinlersoz & Lucia Foster & Nikolas Zolas, 2023. "AI Adoption in America: Who, What, and Where," Working Papers 23-48, Center for Economic Studies, U.S. Census Bureau.
    21. Ruwan Bandara & Mario Fernando & Shahriar Akter, 2020. "Privacy concerns in E-commerce: A taxonomy and a future research agenda," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(3), pages 629-647, September.
    22. Nicholas Crafts, 2020. "Slow Real Wage Growth during the Industrial Revolution: Productivity Paradox or Pro-Rich Growth?," CAGE Online Working Paper Series 474, Competitive Advantage in the Global Economy (CAGE).
    23. Flavio Pino, 2022. "The microeconomics of data – a survey," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 49(3), pages 635-665, September.
    24. Damioli, Giacomo & Van Roy, Vincent & Vertesy, Daniel & Vivarelli, Marco, 2021. "Will the AI revolution be labour-friendly? Some micro evidence from the supply side," MERIT Working Papers 2021-016, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    25. Cockx, Bart & Lechner, Michael & Bollens, Joost, 2023. "Priority to unemployed immigrants? A causal machine learning evaluation of training in Belgium," Labour Economics, Elsevier, vol. 80(C).
    26. Jakub Growiec, 2020. "What Will Drive Long-Run Growth in the Digital Age?," KAE Working Papers 2020-054, Warsaw School of Economics, Collegium of Economic Analysis.
    27. Ajay Agrawal & Joshua S. Gans & Avi Goldfarb, 2019. "Artificial Intelligence: The Ambiguous Labor Market Impact of Automating Prediction," NBER Working Papers 25619, National Bureau of Economic Research, Inc.
    28. Mr. Andrew Berg & Lahcen Bounader & Nikolay Gueorguiev & Hiroaki Miyamoto & Mr. Kenji Moriyama & Ryota Nakatani & Luis-Felipe Zanna, 2021. "For the Benefit of All: Fiscal Policies and Equity-Efficiency Trade-offs in the Age of Automation," IMF Working Papers 2021/187, International Monetary Fund.
    29. Hünermund Paul & Louw Beyers & Caspi Itamar, 2023. "Double machine learning and automated confounder selection: A cautionary tale," Journal of Causal Inference, De Gruyter, vol. 11(1), pages 1-12, January.
    30. Sasaki, Hiroaki, 2021. "Automation Technology, Economic Growth, and Income Distribution in an Economy with Dynasties and Overlapping Generations," MPRA Paper 105446, University Library of Munich, Germany.
    31. Rodríguez-Pose, Andrés & You, Zhuoying, 2024. "Bridging the Innovation Gap. AI and Robotics as Drivers of China’s Urban Innovation," CEPR Discussion Papers 19010, C.E.P.R. Discussion Papers.
    32. Christian Rammer & Gastón P Fernández & Dirk Czarnitzki, 2021. "Artificial Intelligence and Industrial Innovation: Evidence from Firm-Level Data," Working Papers of Department of Management, Strategy and Innovation, Leuven 674605, KU Leuven, Faculty of Economics and Business (FEB), Department of Management, Strategy and Innovation, Leuven.
    33. Enrique Ide & Eduard Talamas, 2023. "Artificial Intelligence in the Knowledge Economy," Papers 2312.05481, arXiv.org, revised Dec 2024.
    34. Damioli, G. & Van Roy, V. & Vertesy, D. & Vivarelli, M., 2021. "May AI revolution be labour-friendly? Some micro evidence from the supply side," GLO Discussion Paper Series 823, Global Labor Organization (GLO).
    35. Björn Döhring & Atanas Hristov & Christoph Maier & Werner Roeger & Anna Thum-Thysen, 2021. "COVID-19 acceleration in digitalisation, aggregate productivity growth and the functional income distribution," International Economics and Economic Policy, Springer, vol. 18(3), pages 571-604, July.
    36. Tatiana de Macedo Nogueira Lima, 2022. "Documento de Trabalho 03/2022 - Aprendizado de máquina e antitruste," Documentos de Trabalho 2022030, Conselho Administrativo de Defesa Econômica (Cade), Departamento de Estudos Econômicos.
    37. Katya Klinova & Anton Korinek, 2021. "AI and Shared Prosperity," Papers 2105.08475, arXiv.org.
    38. Werner, Tobias, 2021. "Algorithmic and human collusion," DICE Discussion Papers 372, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    39. Werner, Tobias, 2023. "Algorithmic and Human Collusion," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277573, Verein für Socialpolitik / German Economic Association.
    40. Brea, Edgar & Ford, Jerad A., 2023. "No silver bullet: Cognitive technology does not lead to novelty in all firms," Technovation, Elsevier, vol. 122(C).
    41. Dmitry Sharapov & Paul Kattuman & Diego Rodriguez & F. Javier Velazquez, 2021. "Using the SHAPLEY value approach to variance decomposition in strategy research: Diversification, internationalization, and corporate group effects on affiliate profitability," Strategic Management Journal, Wiley Blackwell, vol. 42(3), pages 608-623, March.
    42. Ferschli, Benjamin & Rehm, Miriam & Schnetzer, Matthias & Zilian, Stella, 2021. "Labor-saving technological change? Sectoral evidence for Germany," ifso working paper series 14, University of Duisburg-Essen, Institute for Socioeconomics (ifso).
    43. Antonioli, Davide & Marzucchi, Alberto & Rentocchini, Francesco & Vannuccini, Simone, 2024. "Robot adoption and product innovation," Research Policy, Elsevier, vol. 53(6).
    44. Laura Abrardi & Carlo Cambini & Laura Rondi, 2022. "Artificial intelligence, firms and consumer behavior: A survey," Journal of Economic Surveys, Wiley Blackwell, vol. 36(4), pages 969-991, September.
    45. Cathles, Alison & Nayyar, Gaurav & Rückert, Désirée, 2020. "Digital technologies and firm performance: Evidence from Europe," EIB Working Papers 2020/06, European Investment Bank (EIB).
    46. Growiec, Jakub, 2022. "Automation, Partial And Full," Macroeconomic Dynamics, Cambridge University Press, vol. 26(7), pages 1731-1755, October.
    47. Ilan Noy & Shakked Noy, 2022. "The Short-Termism of 'Hard' Economics," CESifo Working Paper Series 10160, CESifo.
    48. Prithwiraj Choudhury & Dan Wang & Natalie A. Carlson & Tarun Khanna, 2019. "Machine learning approaches to facial and text analysis: Discovering CEO oral communication styles," Strategic Management Journal, Wiley Blackwell, vol. 40(11), pages 1705-1732, November.
    49. Ed Felten & Manav Raj & Robert Seamans, 2023. "How will Language Modelers like ChatGPT Affect Occupations and Industries?," Papers 2303.01157, arXiv.org, revised Mar 2023.
    50. Daisuke Miyakawa & Kohei Shintani, 2020. "Disagreement between Human and Machine Predictions," IMES Discussion Paper Series 20-E-11, Institute for Monetary and Economic Studies, Bank of Japan.
    51. Barbieri, Laura & Mussida, Chiara & Piva, Mariacristina & Vivarelli, Marco, 2019. "Testing the employment and skill impact of new technologies: A survey and some methodological issues," MERIT Working Papers 2019-032, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    52. Paranhos, Livia, 2021. "Predicting Inflation with Neural Networks," The Warwick Economics Research Paper Series (TWERPS) 1344, University of Warwick, Department of Economics.
    53. Buhl-Wiggers, Julie & Kerwin, Jason & Muñoz-Morales, Juan S. & Smith, Jeffrey A. & Thornton, Rebecca L., 2020. "Some Children Left Behind: Variation in the Effects of an Educational Intervention," IZA Discussion Papers 13598, Institute of Labor Economics (IZA).
    54. Fossen, Frank M. & Sorgner, Alina, 2021. "Digitalization of work and entry into entrepreneurship," Journal of Business Research, Elsevier, vol. 125(C), pages 548-563.
    55. Combes, Pierre-Philippe & Gobillon, Laurent & Zylberberg, Yanos, 2021. "Urban Economics in a Historical Perspective: Recovering Data with Machine Learning," IZA Discussion Papers 14392, Institute of Labor Economics (IZA).
    56. Fossen, Frank M. & Sorgner, Alina, 2019. "New Digital Technologies and Heterogeneous Employment and Wage Dynamics in the United States: Evidence from Individual-Level Data," IZA Discussion Papers 12242, Institute of Labor Economics (IZA).
    57. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2023. "Artificial intelligence and firm-level productivity," Journal of Economic Behavior & Organization, Elsevier, vol. 211(C), pages 188-205.
    58. J. M. Paterson & E. Bant, 2021. "Should Australia Introduce a Prohibition on Unfair Trading? Responding to Exploitative Business Systems in Person and Online," Journal of Consumer Policy, Springer, vol. 44(1), pages 1-19, March.
    59. Stefano Comino & Alberto Galasso & Clara Graziano, 2020. "Market Power and Patent Strategies: Evidence from Renaissance Venice," Journal of Industrial Economics, Wiley Blackwell, vol. 68(2), pages 226-269, June.
    60. Yongtong Shao & Tao Xiong & Minghao Li & Dermot Hayes & Wendong Zhang & Wei Xie, 2021. "China's Missing Pigs: Correcting China's Hog Inventory Data Using a Machine Learning Approach," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 1082-1098, May.
    61. Athey, Susan & Bryan, Kevin & Gans, Joshua S., 2020. "The Allocation of Decision Authority to Human and Artificial Intelligence," Research Papers 3856, Stanford University, Graduate School of Business.
    62. Belloc, Filippo & Burdin, Gabriel & Landini, Fabio, 2020. "Robots and Worker Voice: An Empirical Exploration," IZA Discussion Papers 13799, Institute of Labor Economics (IZA).
    63. Baqaee, David Rezza & Farhi, Emmanuel, 2018. "The Microeconomic foundations of Aggregate Production Functions," CEPR Discussion Papers 13362, C.E.P.R. Discussion Papers.
    64. Philippe Aghion & Benjamin F. Jones & Charles I. Jones, "undated". "Authors' response to Unjournal evaluations of "Artificial Intelligence and Economic Growth"," The Unjournal Evaluations 2023-04, The Unjournal.
    65. Mary Merva & Adrian Stoian & Simona Costagli, 2021. "Effective information, political structure and economic growth," Economics of Transition and Institutional Change, John Wiley & Sons, vol. 29(4), pages 597-620, October.
    66. Yuki, Kazuhiro, 2021. "Mechanization, Task Assignment, and Inequality," MPRA Paper 107760, University Library of Munich, Germany.
    67. Arntz, Melanie & Gregory, Terry & Zierahn, Ulrich, 2019. "Digitalization and the Future of Work: Macroeconomic Consequences," IZA Discussion Papers 12428, Institute of Labor Economics (IZA).
    68. DUERNECKER Georg & SANCHEZ MARTINEZ Miguel, 2021. "Structural change and productivity growth in the European Union: Past, present and future," JRC Working Papers on Territorial Modelling and Analysis 2021-09, Joint Research Centre.
    69. Behrens, Vanessa & Viete, Steffen, 2020. "A note on Germany's role in the fourth industrial revolution," Working Papers 09/2020, German Council of Economic Experts / Sachverständigenrat zur Begutachtung der gesamtwirtschaftlichen Entwicklung.
    70. Jakub Growiec, 2019. "The Hardware-Software Model: A New Conceptual Framework of Production, R&D, and Growth with AI," KAE Working Papers 2019-042, Warsaw School of Economics, Collegium of Economic Analysis.
    71. Stephanie Assad & Robert Clark & Daniel Ershov & Lei Xu, 2020. "Algorithmic Pricing and Competition: Empirical Evidence from the German Retail Gasoline Market," Working Paper 1438, Economics Department, Queen's University.
    72. Charles M. A. Clark & Aleksandr V. Gevorkyan, 2020. "Artificial Intelligence and Human Flourishing," American Journal of Economics and Sociology, Wiley Blackwell, vol. 79(4), pages 1307-1344, September.
    73. Jing Xiao & Ron Boschma, 2023. "The emergence of artificial intelligence in European regions: the role of a local ICT base," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 71(3), pages 747-773, December.
    74. Stähler, Nikolai, 2021. "The Impact of Aging and Automation on the Macroeconomy and Inequality," Journal of Macroeconomics, Elsevier, vol. 67(C).
    75. Ekaterina Prytkova, 2021. "ICT's Wide Web: a System-Level Analysis of ICT's Industrial Diffusion with Algorithmic Links," Jena Economics Research Papers 2021-005, Friedrich-Schiller-University Jena.
    76. Yang, Chih-Hai, 2022. "How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from Taiwan," Research Policy, Elsevier, vol. 51(6).
    77. Alberto Galasso, 2020. "Comment on "The Roots of Agricultural Innovation: Patent Evidence of Knowledge Spillovers"," NBER Chapters, in: Economics of Research and Innovation in Agriculture, pages 76-79, National Bureau of Economic Research, Inc.
    78. C. A. K. Lovell, 2021. "The Pandemic, The Climate, and Productivity," CEPA Working Papers Series WP112021, School of Economics, University of Queensland, Australia.
    79. Mario Benassi & Elena Grinza & Francesco Rentocchini, 2019. "The Rush for Patents in the Fourth Industrial Revolution: An Exploration of Patenting Activity at the European Patent Office," SPRU Working Paper Series 2019-12, SPRU - Science Policy Research Unit, University of Sussex Business School.
    80. Fossen, Frank M. & Sorgner, Alina, 2022. "New digital technologies and heterogeneous wage and employment dynamics in the United States: Evidence from individual-level data," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    81. Davit Gondauri & Mikheil Batiashvili & Nino Enukidze, 2024. "Deciphering the AI Economy: A Mathematical Model Perspective," International Journal of Business and Management, Canadian Center of Science and Education, vol. 19(3), pages 146-146, June.
    82. Van Roy, Vincent & Vertesy, Daniel & Damioli, Giacomo, 2019. "AI and Robotics Innovation: a Sectoral and Geographical Mapping using Patent Data," GLO Discussion Paper Series 433, Global Labor Organization (GLO).
    83. Aleksandra Parteka & Joanna Wolszczak-Derlacz & Dagmara Nikulin, 2021. "How digital technology affects working conditions in globally fragmented production chains: evidence from Europe," GUT FME Working Paper Series A 66, Faculty of Management and Economics, Gdansk University of Technology.
    84. Jacopo Staccioli & Maria Enrica Virgillito, 2020. "The present, past, and future of labor-saving technologies," DISCE - Quaderni del Dipartimento di Politica Economica dipe0013, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    85. Cerulli, Giovanni, 2020. "A Super-Learning Machine for Predicting Economic Outcomes," MPRA Paper 99111, University Library of Munich, Germany.
    86. Lucia Foster, 2020. "Panel Remarks: Measuring Business Innovation Using a Multidimensional Approach," NBER Chapters, in: The Role of Innovation and Entrepreneurship in Economic Growth, pages 569-575, National Bureau of Economic Research, Inc.
    87. Peter Bauer & Igor Fedotenkov & Aurelien Genty & Issam Hallak & Peter Harasztosi & David Martinez Turegano & David Nguyen & Nadir Preziosi & Ana Rincon-Aznar & Miguel Sanchez Martinez, 2020. "Productivity in Europe: Trends and drivers in a service-based economy," JRC Research Reports JRC119785, Joint Research Centre.
    88. Jin Liu & Xingchen Xu & Xi Nan & Yongjun Li & Yong Tan, 2023. ""Generate" the Future of Work through AI: Empirical Evidence from Online Labor Markets," Papers 2308.05201, arXiv.org, revised Jun 2024.
    89. Andres, Antonio Rodriguez & Otero, Abraham & Amavilah, Voxi Heinrich, 2021. "Using Deep Learning Neural Networks to Predict the Knowledge Economy Index for Developing and Emerging Economies," MPRA Paper 109137, University Library of Munich, Germany.
    90. Yingying Lu & Yixiao Zhou, 2021. "A review on the economics of artificial intelligence," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1045-1072, September.
    91. Zuoyufan Sheng & Chengpeng Zhu & Mo Chen, 2024. "Exploring the Impact of the Digital Economy on Green Total Factor Productivity—Evidence from Chinese Cities," Sustainability, MDPI, vol. 16(7), pages 1-13, March.
    92. John Leslie King & Andrew J. Ehrenberg, 2020. "The Productivity Vampires," Information Systems Frontiers, Springer, vol. 22(1), pages 11-15, February.
    93. Raja Bentaouet Kattan & Kevin Macdonald & Harry Anthony Patrinos, 2021. "The Role of Education in Mitigating Automation’s Effect on Wage Inequality," LABOUR, CEIS, vol. 35(1), pages 79-104, March.
    94. Elizabeth Fisher & Michael A. Flynn & Preethi Pratap & Jay A. Vietas, 2023. "Occupational Safety and Health Equity Impacts of Artificial Intelligence: A Scoping Review," IJERPH, MDPI, vol. 20(13), pages 1-28, June.
    95. Sergio De Nardis & Francesca Parente, 2022. "Technology and task changes in the major EU countries," Contemporary Economic Policy, Western Economic Association International, vol. 40(2), pages 391-413, April.
    96. Soumya Bhadury & Abhinav Narayanan & Bhanu Pratap, 2021. "Structural Transformation of Jobs from Manufacturing to Services: Will It Work for India?," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 15(1), pages 22-49, February.
    97. Stefan Schweikl & Robert Obermaier, 2020. "Lessons from three decades of IT productivity research: towards a better understanding of IT-induced productivity effects," Management Review Quarterly, Springer, vol. 70(4), pages 461-507, November.
    98. Uma RANI & Damian GRIMSHAW, 2019. "Introduction: What does the future promise for work, employment and society?," International Labour Review, International Labour Organization, vol. 158(4), pages 577-592, December.
    99. Helmut Wasserbacher & Martin Spindler, 2021. "Machine Learning for Financial Forecasting, Planning and Analysis: Recent Developments and Pitfalls," Papers 2107.04851, arXiv.org.
    100. Selale Tuzel & Miao Ben Zhang, 2021. "Economic Stimulus at the Expense of Routine‐Task Jobs," Journal of Finance, American Finance Association, vol. 76(6), pages 3347-3399, December.
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    32. Hal Varian, 2021. "Economics at Google," Business Economics, Palgrave Macmillan;National Association for Business Economics, vol. 56(4), pages 195-199, October.
    33. Tuhkuri, Joonas, 2016. "Forecasting Unemployment with Google Searches," ETLA Working Papers 35, The Research Institute of the Finnish Economy.
    34. Rongrong Zhou & Decai Tang & Dan Da & Wenya Chen & Lin Kong & Valentina Boamah, 2022. "Research on China’s Manufacturing Industry Moving towards the Middle and High-End of the GVC Driven by Digital Economy," Sustainability, MDPI, vol. 14(13), pages 1-30, June.
    35. Agnese Carella & Federica Ciocchetta & Valentina Michelangeli & Federico Maria Signoretti, 2020. "What can we learn about mortgage supply from online data?," Questioni di Economia e Finanza (Occasional Papers) 583, Bank of Italy, Economic Research and International Relations Area.
    36. Ting Zhang & Roger Stough & Dan Gerlowski, 2022. "Digital exposure, age, and entrepreneurship," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(3), pages 633-681, December.
    37. Deuskar, Prachi & Johnson, Timothy C., 2021. "Funding liquidity and market liquidity in government bonds," Journal of Banking & Finance, Elsevier, vol. 129(C).
    38. Steven T. Berry & Martin Gaynor & Fiona Scott Morton, 2019. "Do Increasing Markups Matter? Lessons from Empirical Industrial Organization," NBER Working Papers 26007, National Bureau of Economic Research, Inc.
    39. Siwen Zhou, 2021. "Exploring the driving forces of the Bitcoin currency exchange rate dynamics: an EGARCH approach," Empirical Economics, Springer, vol. 60(2), pages 557-606, February.
    40. David Coble & Pablo Pincheira, 2021. "Forecasting building permits with Google Trends," Empirical Economics, Springer, vol. 61(6), pages 3315-3345, December.
    41. Alexander Cuntz, 2018. "Creators' Income Situation in the Digital Age," WIPO Economic Research Working Papers 49, World Intellectual Property Organization - Economics and Statistics Division.
    42. Patrick Rooney & Jonathan Smith, 2019. "The Impact Of Highly Publicized Campus Scandals On College Outcomes," Contemporary Economic Policy, Western Economic Association International, vol. 37(3), pages 492-508, July.
    43. Kekezi, Orsa & Mellander, Charlotta, 2017. "Geography and Media – Does a Local Editorial Office Increase the Consumption of Local News?," Working Paper Series in Economics and Institutions of Innovation 447, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    44. Han Dong & Cinzia Cirillo & Marco Diana, 2018. "Activity involvement and time spent on computers for leisure: an econometric analysis on the American Time Use Survey dataset," Transportation, Springer, vol. 45(2), pages 429-449, March.
    45. Jeffrey Prince & Shane Greenstein, 2017. "Measuring Consumer Preferences for Video Content Provision via Cord‐Cutting Behavior," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(2), pages 293-317, June.
    46. Gianluigi Giustiziero, 2021. "Is the division of labor limited by the extent of the market? Opportunity cost theory with evidence from the real estate brokerage industry," Strategic Management Journal, Wiley Blackwell, vol. 42(7), pages 1344-1378, July.
    47. Hong Luo & Julie Holland Mortimer, 2016. "Copyright Infringement in the Market for Digital Images," American Economic Review, American Economic Association, vol. 106(5), pages 140-145, May.
    48. Zhou, Siwen, 2018. "Exploring the Driving Forces of the Bitcoin Exchange Rate Dynamics: An EGARCH Approach," MPRA Paper 89445, University Library of Munich, Germany.
    49. Kovács, Olivér, 2017. "Az ipar 4.0 komplexitása - II [The Complexity of Industry 4.0 - Part 2]," Közgazdasági Szemle (Economic Review - monthly of the Hungarian Academy of Sciences), Közgazdasági Szemle Alapítvány (Economic Review Foundation), vol. 0(9), pages 970-987.
    50. Mr. Serhan Cevik, 2020. "Where Should We Go? Internet Searches and Tourist Arrivals," IMF Working Papers 2020/022, International Monetary Fund.
    51. Anelli, Massimo & Koenig, Felix, 2021. "Willingness to Pay for Workplace Safety," IZA Discussion Papers 14919, Institute of Labor Economics (IZA).
    52. Petra Moser, 2016. "Patents and Innovation in Economic History," Working Papers 16-06, New York University, Leonard N. Stern School of Business, Department of Economics.
    53. John Horton & William R. Kerr & Christopher Stanton, 2017. "Digital Labor Markets and Global Talent Flows," NBER Chapters, in: High-Skilled Migration to the United States and Its Economic Consequences, pages 71-108, National Bureau of Economic Research, Inc.
    54. Tuhkuri, Joonas, 2016. "ETLAnow: A Model for Forecasting with Big Data – Forecasting Unemployment with Google Searches in Europe," ETLA Reports 54, The Research Institute of the Finnish Economy.
    55. Alessandro Acquisti & Curtis Taylor & Liad Wagman, 2016. "The Economics of Privacy," Journal of Economic Literature, American Economic Association, vol. 54(2), pages 442-492, June.
    56. Tsoyu Calvin Lin & Shih-Hsun Hsu, 2020. "Forecasting Housing Markets from Number of Visits to Actual Price Registration System," International Real Estate Review, Global Social Science Institute, vol. 23(4), pages 505-536.
    57. Z. B. Ön & A. M. Greaves & S. Akçer-Ön & M. S. Özeren, 2021. "A Bayesian test for the 4.2 ka BP abrupt climatic change event in southeast Europe and southwest Asia using structural time series analysis of paleoclimate data," Climatic Change, Springer, vol. 165(1), pages 1-19, March.
    58. Hans Jarle Kind & Marko Köthenbürger, 2016. "Taxation in Digital Media Markets," CESifo Working Paper Series 6202, CESifo.
    59. Are Oust & Ole Martin Eidjord, 2020. "Can Google Search Data be Used as a Housing Bubble Indicator?," International Real Estate Review, Global Social Science Institute, vol. 23(2), pages 267-308.
    60. Zhijuan Hong & Ruhai Wu & Yan Sun & Kunxiang Dong, 2020. "Buyer preferences for auction pricing rules in online outsourcing markets: fixed price vs. open price," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(1), pages 163-179, March.
    61. Ramya Rajajagadeesan Aroul & Sanjiv Sabherwal & Sergiy Saydometov, 2022. "FEAR Index, city characteristics, and housing returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(1), pages 173-205, March.
    62. Tariq Aziz & Valeed Ahmad Ansari, 2021. "How Does Google Search Affect the Stock Market? Evidence from Indian Companies," Vision, , vol. 25(2), pages 224-232, June.
    63. Azzellini, Dario & Greer, Ian & Umney, Charles, 2019. "Limits of the platform economy: Digitalization and marketization in live music," Working Paper Forschungsförderung 154, Hans-Böckler-Stiftung, Düsseldorf.
    64. Pérez, Fernando, 2018. "Nowcasting Peruvian GDP using Leading Indicators and Bayesian Variable Selection," Working Papers 2018-010, Banco Central de Reserva del Perú.
    65. Lars Hornuf & Daniel Vrankar, 2022. "Hourly Wages in Crowdworking: A Meta-Analysis," CESifo Working Paper Series 9540, CESifo.
    66. Livio Fenga, 2020. "Filtering and prediction of noisy and unstable signals: The case of Google Trends data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(2), pages 281-295, March.
    67. Shane Greenstein, 2020. "Digital Infrastructure," NBER Chapters, in: Economic Analysis and Infrastructure Investment, pages 409-447, National Bureau of Economic Research, Inc.
    68. Rani Uma & Furrer Marianne, 2019. "On-Demand Digital Economy: Can Experience Ensure Work and Income Security for Microtask Workers?," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 239(3), pages 565-597, June.
    69. Susanna Levantesi & Gabriella Piscopo, 2020. "The Importance of Economic Variables on London Real Estate Market: A Random Forest Approach," Risks, MDPI, vol. 8(4), pages 1-17, October.
    70. Neil Gandal & Hanna Halaburda, 2016. "Can We Predict the Winner in a Market with Network Effects? Competition in Cryptocurrency Market," Games, MDPI, vol. 7(3), pages 1-21, July.
    71. Moshe A. Barach & Aseem Kaul & Ming D. Leung & Sibo Lu, 2019. "Strategic Redundancy in the Use of Big Data: Evidence from a Two-Sided Labor Market," Strategy Science, INFORMS, vol. 4(4), pages 298-322, December.
    72. Mary J. Benner & Joel Waldfogel, 2016. "The Song Remains the Same? Technological Change and Positioning in the Recorded Music Industry," Strategy Science, INFORMS, vol. 1(3), pages 129-147, September.
    73. Boğa Semra & Topcu Murat, 2020. "Creative Economy: A Literature Review on Relational Dimensions, Challanges, and Policy Implications," Economics, Sciendo, vol. 8(2), pages 149-169, December.
    74. Laurel Wheeler & Robert Garlick & Eric Johnson & Patrick Shaw & Marissa Gargano, 2022. "LinkedIn(to) Job Opportunities: Experimental Evidence from Job Readiness Training," American Economic Journal: Applied Economics, American Economic Association, vol. 14(2), pages 101-125, April.
    75. Masha Krupenkin & David Rothschild & Shawndra Hill & Elad Yom-Tov, 2019. "President Trump Stress Disorder: Partisanship, Ethnicity, and Expressive Reporting of Mental Distress After the 2016 Election," SAGE Open, , vol. 9(1), pages 21582440198, March.
    76. Mingming Hu & Haiyan Song, 2020. "Data source combination for tourism demand forecasting," Tourism Economics, , vol. 26(7), pages 1248-1265, November.
    77. Tatiana Komarova & Denis Nekipelov, 2020. "Identification and Formal Privacy Guarantees," Papers 2006.14732, arXiv.org, revised May 2021.
    78. Peter Q. Blair & Mischa Fisher, 2022. "Does Occupational Licensing Reduce Value Creation on Digital Platforms?," NBER Working Papers 30388, National Bureau of Economic Research, Inc.
    79. M. Elshendy & A. Fronzetti Colladon & E. Battistoni & P. A. Gloor, 2021. "Using four different online media sources to forecast the crude oil price," Papers 2105.09154, arXiv.org.
    80. Jason Chan & Jing Wang, 2018. "Hiring Preferences in Online Labor Markets: Evidence of a Female Hiring Bias," Management Science, INFORMS, vol. 64(7), pages 2973-2994, July.

  4. Avi Goldfarb & Shane M. Greenstein & Catherine E. Tucker, 2015. "Economic Analysis of the Digital Economy," NBER Books, National Bureau of Economic Research, Inc, number gree13-1, June.

    Cited by:

    1. Maja Adena & Anselm Hager, 2024. "Does Online Fundraising Increase Charitable Giving? A Nationwide Field Experiment on Facebook," CESifo Working Paper Series 10954, CESifo.
    2. Antonelli, Cristiano & Tubiana, Matteo, 2020. "Income inequality in the knowledge economy," Structural Change and Economic Dynamics, Elsevier, vol. 55(C), pages 153-164.
    3. Tong Liu & Guojun He & Alexis Lau, 2018. "Avoidance behavior against air pollution: evidence from online search indices for anti-PM2.5 masks and air filters in Chinese cities," Environmental Economics and Policy Studies, Springer;Society for Environmental Economics and Policy Studies - SEEPS, vol. 20(2), pages 325-363, April.
    4. Laurent Ferrara & Anna Simoni, 2020. "When are Google data useful to nowcast GDP? An approach via pre-selection and shrinkage," EconomiX Working Papers 2020-11, University of Paris Nanterre, EconomiX.
    5. Luis Aguiar & Joel Waldfogel, 2021. "Platforms, Power, and Promotion: Evidence from Spotify Playlists," Journal of Industrial Economics, Wiley Blackwell, vol. 69(3), pages 653-691, September.
    6. Easley, David & O'Hara, Maureen & Basu, Soumya, 2019. "From mining to markets: The evolution of bitcoin transaction fees," Journal of Financial Economics, Elsevier, vol. 134(1), pages 91-109.
    7. Engels, Barbara, 2016. "Data portability among online platforms," Internet Policy Review: Journal on Internet Regulation, Alexander von Humboldt Institute for Internet and Society (HIIG), Berlin, vol. 5(2), pages 1-17.
    8. Benito Arruñada & Luis Garicano, 2018. "Blockchain: The birth of Decentralized Governance," Working Papers 1038, Barcelona School of Economics.
    9. Antonelli, Cristiano, 2017. "Digital Knowledge Generation and the Appropriability Trade-Off," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201713, University of Turin.
    10. Alan Benson & Aaron Sojourner & Akhmed Umyarov, 2020. "Can Reputation Discipline the Gig Economy? Experimental Evidence from an Online Labor Market," Management Science, INFORMS, vol. 66(5), pages 1802-1825, May.
    11. Nivín, Rafael & Pérez, Fernando, 2019. "Estimación de un Índice de Condiciones Financieras para el Perú," Working Papers 2019-006, Banco Central de Reserva del Perú.
    12. Jeremy Watson, 2017. "What is the Value of Re-use? Complementarities in Popular Music," Working Papers 17-15, NET Institute.
    13. John M. Abowd & Ian M. Schmutte & William Sexton & Lars Vilhuber, 2019. "Suboptimal Provision of Privacy and Statistical Accuracy When They are Public Goods," Papers 1906.09353, arXiv.org.
    14. Milan Miric & Lars Bo Jeppesen, 2020. "Does piracy lead to product abandonment or stimulate new product development?: Evidence from mobile platform‐based developer firms," Strategic Management Journal, Wiley Blackwell, vol. 41(12), pages 2155-2184, December.
    15. Jiaqi Wei & Ying Guo, 2024. "The effect of urban capacity in knowledge recombination on digital economy development," Scientometrics, Springer;Akadémiai Kiadó, vol. 129(9), pages 5373-5402, September.
    16. Tuhkuri, Joonas, 2016. "Forecasting Unemployment with Google Searches," ETLA Working Papers 35, The Research Institute of the Finnish Economy.
    17. Rongrong Zhou & Decai Tang & Dan Da & Wenya Chen & Lin Kong & Valentina Boamah, 2022. "Research on China’s Manufacturing Industry Moving towards the Middle and High-End of the GVC Driven by Digital Economy," Sustainability, MDPI, vol. 14(13), pages 1-30, June.
    18. Ting Zhang & Roger Stough & Dan Gerlowski, 2022. "Digital exposure, age, and entrepreneurship," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 69(3), pages 633-681, December.
    19. Siwen Zhou, 2021. "Exploring the driving forces of the Bitcoin currency exchange rate dynamics: an EGARCH approach," Empirical Economics, Springer, vol. 60(2), pages 557-606, February.
    20. Kekezi, Orsa & Mellander, Charlotta, 2017. "Geography and Media – Does a Local Editorial Office Increase the Consumption of Local News?," Working Paper Series in Economics and Institutions of Innovation 447, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    21. Han Dong & Cinzia Cirillo & Marco Diana, 2018. "Activity involvement and time spent on computers for leisure: an econometric analysis on the American Time Use Survey dataset," Transportation, Springer, vol. 45(2), pages 429-449, March.
    22. Jeffrey Prince & Shane Greenstein, 2017. "Measuring Consumer Preferences for Video Content Provision via Cord‐Cutting Behavior," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(2), pages 293-317, June.
    23. Zhou, Siwen, 2018. "Exploring the Driving Forces of the Bitcoin Exchange Rate Dynamics: An EGARCH Approach," MPRA Paper 89445, University Library of Munich, Germany.
    24. Mr. Serhan Cevik, 2020. "Where Should We Go? Internet Searches and Tourist Arrivals," IMF Working Papers 2020/022, International Monetary Fund.
    25. Tuhkuri, Joonas, 2016. "ETLAnow: A Model for Forecasting with Big Data – Forecasting Unemployment with Google Searches in Europe," ETLA Reports 54, The Research Institute of the Finnish Economy.
    26. Tsoyu Calvin Lin & Shih-Hsun Hsu, 2020. "Forecasting Housing Markets from Number of Visits to Actual Price Registration System," International Real Estate Review, Global Social Science Institute, vol. 23(4), pages 505-536.
    27. Z. B. Ön & A. M. Greaves & S. Akçer-Ön & M. S. Özeren, 2021. "A Bayesian test for the 4.2 ka BP abrupt climatic change event in southeast Europe and southwest Asia using structural time series analysis of paleoclimate data," Climatic Change, Springer, vol. 165(1), pages 1-19, March.
    28. Hans Jarle Kind & Marko Köthenbürger, 2016. "Taxation in Digital Media Markets," CESifo Working Paper Series 6202, CESifo.
    29. Zhijuan Hong & Ruhai Wu & Yan Sun & Kunxiang Dong, 2020. "Buyer preferences for auction pricing rules in online outsourcing markets: fixed price vs. open price," Electronic Markets, Springer;IIM University of St. Gallen, vol. 30(1), pages 163-179, March.
    30. Ramya Rajajagadeesan Aroul & Sanjiv Sabherwal & Sergiy Saydometov, 2022. "FEAR Index, city characteristics, and housing returns," Real Estate Economics, American Real Estate and Urban Economics Association, vol. 50(1), pages 173-205, March.
    31. Tariq Aziz & Valeed Ahmad Ansari, 2021. "How Does Google Search Affect the Stock Market? Evidence from Indian Companies," Vision, , vol. 25(2), pages 224-232, June.
    32. Azzellini, Dario & Greer, Ian & Umney, Charles, 2019. "Limits of the platform economy: Digitalization and marketization in live music," Working Paper Forschungsförderung 154, Hans-Böckler-Stiftung, Düsseldorf.
    33. Pérez, Fernando, 2018. "Nowcasting Peruvian GDP using Leading Indicators and Bayesian Variable Selection," Working Papers 2018-010, Banco Central de Reserva del Perú.
    34. Byung Gwun Choy, 2020. "Random Interaction Effect of Digital Transformation on General Price Level and Economic Growth," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 14(1), pages 29-47.
    35. Livio Fenga, 2020. "Filtering and prediction of noisy and unstable signals: The case of Google Trends data," Journal of Forecasting, John Wiley & Sons, Ltd., vol. 39(2), pages 281-295, March.
    36. Susanna Levantesi & Gabriella Piscopo, 2020. "The Importance of Economic Variables on London Real Estate Market: A Random Forest Approach," Risks, MDPI, vol. 8(4), pages 1-17, October.
    37. Moshe A. Barach & Aseem Kaul & Ming D. Leung & Sibo Lu, 2019. "Strategic Redundancy in the Use of Big Data: Evidence from a Two-Sided Labor Market," Strategy Science, INFORMS, vol. 4(4), pages 298-322, December.
    38. Mary J. Benner & Joel Waldfogel, 2016. "The Song Remains the Same? Technological Change and Positioning in the Recorded Music Industry," Strategy Science, INFORMS, vol. 1(3), pages 129-147, September.
    39. Boğa Semra & Topcu Murat, 2020. "Creative Economy: A Literature Review on Relational Dimensions, Challanges, and Policy Implications," Economics, Sciendo, vol. 8(2), pages 149-169, December.
    40. Masha Krupenkin & David Rothschild & Shawndra Hill & Elad Yom-Tov, 2019. "President Trump Stress Disorder: Partisanship, Ethnicity, and Expressive Reporting of Mental Distress After the 2016 Election," SAGE Open, , vol. 9(1), pages 21582440198, March.
    41. Mingming Hu & Haiyan Song, 2020. "Data source combination for tourism demand forecasting," Tourism Economics, , vol. 26(7), pages 1248-1265, November.
    42. Peter Q. Blair & Mischa Fisher, 2022. "Does Occupational Licensing Reduce Value Creation on Digital Platforms?," NBER Working Papers 30388, National Bureau of Economic Research, Inc.
    43. M. Elshendy & A. Fronzetti Colladon & E. Battistoni & P. A. Gloor, 2021. "Using four different online media sources to forecast the crude oil price," Papers 2105.09154, arXiv.org.
    44. Jason Chan & Jing Wang, 2018. "Hiring Preferences in Online Labor Markets: Evidence of a Female Hiring Bias," Management Science, INFORMS, vol. 64(7), pages 2973-2994, July.

  5. Shane M. Greenstein & Avi Goldfarb & Catherine Tucker (ed.), 2013. "The Economics of Digitization," Books, Edward Elgar Publishing, number 15002.

    Cited by:

    1. Xing Li & Megan MacGarvie & Petra Moser, 2015. "Dead Poet's Property - How Does Copyright Influence Price?," NBER Working Papers 21522, National Bureau of Economic Research, Inc.
    2. Vlačić, Ernest, 2018. "Disruption Disrupted through the Meta-Analysis," 6th International OFEL Conference on Governance, Management and Entrepreneurship. New Business Models and Institutional Entrepreneurs: Leading Disruptive Change (Dubrovnik, 2018), in: 6th International OFEL Conference on Governance, Management and Entrepreneurship. New Business Models and Institutional Entrepreneurs: Leading Disrupt, pages 225-237, Governance Research and Development Centre (CIRU), Zagreb.
    3. Shane Greenstein, 2020. "The Basic Economics of Internet Infrastructure," Journal of Economic Perspectives, American Economic Association, vol. 34(2), pages 192-214, Spring.
    4. Wehrheim, David & Dalay, Hakkı Doğan & Fosfuri, Andrea & Helmers, Christian, 2020. "How mixed ownership affects decision making in turbulent times: Evidence from the digital revolution in telecommunications," Journal of Corporate Finance, Elsevier, vol. 64(C).
    5. Barbara Biasi & Petra Moser, 2018. "Effects of Copyrights on Science - Evidence from the US Book Republication Program," Working Papers 18-06, New York University, Leonard N. Stern School of Business, Department of Economics.
    6. Daniel L. Chen & John J. Horton, 2016. "Research Note—Are Online Labor Markets Spot Markets for Tasks? A Field Experiment on the Behavioral Response to Wage Cuts," Information Systems Research, INFORMS, vol. 27(2), pages 403-423, June.
    7. Uwe Deichmann & Aparajita Goyal & Deepak Mishra, 2016. "Will digital technologies transform agriculture in developing countries?," Agricultural Economics, International Association of Agricultural Economists, vol. 47(S1), pages 21-33, November.
    8. Gans, Joshua S., 2015. "“Selling Out” and the impact of music piracy on artist entry," Information Economics and Policy, Elsevier, vol. 32(C), pages 58-64.
    9. Shane Greenstein, 2020. "Digital Infrastructure," NBER Chapters, in: Economic Analysis and Infrastructure Investment, pages 409-447, National Bureau of Economic Research, Inc.
    10. Moser, Petra & Biasi, Barbara, 2018. "Effects of Copyrights on Science - Evidence from the US Book Republication Program," CEPR Discussion Papers 12651, C.E.P.R. Discussion Papers.

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