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Ajay K. Agrawal

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
  2. Jasjit Singh & Ajay Agrawal, 2011. "Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires," Management Science, INFORMS, vol. 57(1), pages 129-150, January.

    Mentioned in:

    1. “Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires,” J. Singh & A. Agrawal (2011)
      by afinetheorem in A Fine Theorem on 2013-02-28 14:42:43

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. 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 ()

Working papers

  1. Ajay K. Agrawal & John McHale & Alexander Oettl, 2023. "Artificial Intelligence and Scientific Discovery: A Model of Prioritized Search," NBER Working Papers 31558, National Bureau of Economic Research, Inc.

    Cited by:

    1. 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).
    2. Anton Korinek & Donghyun Suh, 2024. "Scenarios for the Transition to AGI," Papers 2403.12107, arXiv.org.
    3. Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, Institute of Labor Economics (IZA).
    4. 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).
    5. Evangelos Katsamakas & Oleg V. Pavlov & Ryan Saklad, 2024. "Artificial intelligence and the transformation of higher education institutions," Papers 2402.08143, arXiv.org.

  2. 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.

  3. 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. Giuntella, Osea & König, Johannes & Stella, Luca, 2023. "Artificial Intelligence and Workers' Well-Being," IZA Discussion Papers 16485, Institute of Labor Economics (IZA).
    2. 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).
    3. 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).

  4. 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. 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.
    2. 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.
    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.

  5. Ajay K. Agrawal & Joshua S. Gans & Scott Stern, 2020. "Enabling Entrepreneurial Choice," NBER Working Papers 27379, National Bureau of Economic Research, Inc.

    Cited by:

    1. Hunt, Richard A. & Townsend, David M. & Lerner, Daniel A. & Brownell, Katrina M., 2024. "Pivot, persist or perish? Knowledge problems and the extraordinarily tight boundary conditions of entrepreneurs as scientists," Journal of Business Venturing Insights, Elsevier, vol. 21(C).
    2. Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, Institute of Labor Economics (IZA).
    3. Sanasi, Silvia & Ghezzi, Antonio & Cavallo, Angelo, 2023. "What happens after market validation? Experimentation for scaling in technology-based startups," Technological Forecasting and Social Change, Elsevier, vol. 196(C).
    4. de Bettignies, Jean-Etienne & Ries, John, 2023. "When less is more: Information and the financing of innovation," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 346-369.

  6. 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. 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.
    2. 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.
    3. 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.
    4. Johanna Deperi & Ludovic Dibiaggio & Mohamed Keita & Lionel Nesta, 2023. "Ideas Without Scale in French Artificial Intelligence Innovations," Post-Print hal-04144817, HAL.
    5. 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).
    6. 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).
    7. Zhang, Yun & Qu, Yuxuan, 2024. "Has the digital economy improved the consumption of poor and subsistence households?," China Economic Review, Elsevier, vol. 83(C).
    8. Yuchtman, Noam & Beraja, Martin & Kao, Andrew & Yang, David, 2021. "AI-tocracy," CEPR Discussion Papers 16703, C.E.P.R. Discussion Papers.
    9. 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.
    10. 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.).
    11. Wang, Linhui & Zhao, He & Cao, Zhanglu & Dong, Zhiqing, 2024. "Artificial intelligence and intergenerational occupational mobility," Journal of Asian Economics, Elsevier, vol. 90(C).
    12. Lyu, Wenjing & Liu, Jin, 2021. "Soft skills, hard skills: What matters most? Evidence from job postings," Applied Energy, Elsevier, vol. 300(C).
    13. 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.
    14. 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).
    15. 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.
    16. Genz, Sabrina & Schnabel, Claus, 2021. "Digging into the Digital Divide: Workers' Exposure to Digitalization and Its Consequences for Individual Employment," IZA Discussion Papers 14649, Institute of Labor Economics (IZA).
    17. Nicoletta Corrocher & Daniele Moschella & Jacopo Staccioli & Marco Vivarelli, 2023. "Innovation and the Labor Market: Theory, Evidence and Challenges," DISCE - Quaderni del Dipartimento di Politica Economica dipe0033, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    18. 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).
    19. 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).
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. Emin Dinlersoz & Can Dogan & Nikolas Zolas, 2024. "Starting Up AI," Working Papers 24-09, Center for Economic Studies, U.S. Census Bureau.
    26. 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).
    27. Montobbio, Fabio & Staccioli, Jacopo & Virgillito, Maria Enrica & Vivarelli, Marco, 2022. "The empirics of technology, employment and occupations: lessons learned and challenges ahead," GLO Discussion Paper Series 1202, Global Labor Organization (GLO).
    28. 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.
    29. 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.
    30. 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.
    31. 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.
    32. 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.
    33. 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.
    34. 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.
    35. Fossen, Frank M. & McLemore, Trevor & Sorgner, Alina, 2024. "Artificial Intelligence and Entrepreneurship," IZA Discussion Papers 17055, Institute of Labor Economics (IZA).
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. 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.
    43. 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.
    44. 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.
    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. 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.
    47. 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).
    48. 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.
    49. 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.
    50. 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.
    51. 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.
    52. 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).
    53. Yang, Chih-Hai, 2022. "How Artificial Intelligence Technology Affects Productivity and Employment: Firm-level Evidence from Taiwan," Research Policy, Elsevier, vol. 51(6).
    54. 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.
    55. 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).
    56. 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.
    57. 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.
    58. 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).
    59. 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).
    60. 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.
    61. 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).
    62. 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).
    63. Ayoubi, Charles, 2020. "Machine learning in healthcare: Mirage or miracle for breaking the costs dead-lock?," Thesis Commons tc24d, Center for Open Science.
    64. 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.
    65. 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.
    66. 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.
    67. Babina, Tania & Fedyk, Anastassia & He, Alex & Hodson, James, 2024. "Artificial intelligence, firm growth, and product innovation," Journal of Financial Economics, Elsevier, vol. 151(C).
    68. 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.
    69. 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.
    70. 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).
    71. 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.
    72. Lyu, Wenjing & Liu, Jin, 2021. "Artificial Intelligence and emerging digital technologies in the energy sector," Applied Energy, Elsevier, vol. 303(C).
    73. 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.
    74. 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).
    75. 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).
    76. 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.

  7. 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. Gries, Thomas & Naudé, Wim, 2020. "Artificial Intelligence, Income Distribution and Economic Growth," IZA Discussion Papers 13606, Institute of Labor Economics (IZA).
    6. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2022. "Artificial intelligence and firm-level productivity," ZEW Discussion Papers 22-005, ZEW - Leibniz Centre for European Economic Research.
    7. 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.
    8. Teppo Felin & Stuart Kauffman & Todd Zenger, 2023. "Resource origins and search," Strategic Management Journal, Wiley Blackwell, vol. 44(6), pages 1514-1533, June.
    9. Zhu, Jun & Zhang, Jingting & Feng, Yiqing, 2022. "Hard budget constraints and artificial intelligence technology," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    10. Gillian K. Hadfield & Jack Clark, 2023. "Regulatory Markets: The Future of AI Governance," Papers 2304.04914, arXiv.org, revised Apr 2023.
    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. 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.
    14. 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).
    15. 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).
    16. 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.
    17. Lenz, Fulko, 2020. "Plattformökonomie – zwischen Abwehr und Wunschdenken," Zeitthemen 03, Stiftung Marktwirtschaft / The Market Economy Foundation, Berlin.
    18. 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.
    19. 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.
    20. 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.
    21. 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.
    22. 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).
    23. 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.
    24. 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.
    25. 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.
    26. Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2018. "Economic Policy for Artificial Intelligence," NBER Working Papers 24690, National Bureau of Economic Research, Inc.
    27. 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.
    28. 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.
    29. Balmer, Roberto E. & Levin, Stanford L. & Schmidt, Stephen, 2020. "Artificial Intelligence Applications in Telecommunications and other network industries," Telecommunications Policy, Elsevier, vol. 44(6).
    30. 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.
    31. 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).
    32. Zhai, Shaoxuan & Liu, Zhenpeng, 2023. "Artificial intelligence technology innovation and firm productivity: Evidence from China," Finance Research Letters, Elsevier, vol. 58(PB).
    33. 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.
    34. 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.
    35. Saheb, Tahereh & Saheb, Tayebeh, 2023. "Topical review of artificial intelligence national policies: A mixed method analysis," Technology in Society, Elsevier, vol. 74(C).
    36. 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.
    37. 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.
    38. 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.
    39. 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.
    40. 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.
    41. 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.
    42. 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).
    43. David Klenert & Enrique Fernández-Macías & José-Ignacio Antón, 2023. "Do robots really destroy jobs? Evidence from Europe," Economic and Industrial Democracy, Department of Economic History, Uppsala University, Sweden, vol. 44(1), pages 280-316, February.
    44. 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).
    45. 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).
    46. Ehsan Valavi & Joel Hestness & Newsha Ardalani & Marco Iansiti, 2022. "Time and the Value of Data," Papers 2203.09118, arXiv.org.
    47. 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.
    48. 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.
    49. 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).
    50. 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.
    51. 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.
    52. 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.
    53. 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.
    54. 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.
    55. 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.
    56. 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.
    57. 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.
    58. Xueyuan Gao & Hua Feng, 2023. "AI-Driven Productivity Gains: Artificial Intelligence and Firm Productivity," Sustainability, MDPI, vol. 15(11), pages 1-21, June.
    59. 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.

  8. 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. Eric J. Bartelsman, 2019. "From New Technology to Productivity," European Economy - Discussion Papers 113, Directorate General Economic and Financial Affairs (DG ECFIN), European Commission.
    3. Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2022. "Prediction Machines, Insurance, and Protection: An Alternative Perspective on AI's Role in Production," NBER Working Papers 30177, National Bureau of Economic Research, Inc.
    4. Francisco Castro & Jian Gao & S'ebastien Martin, 2023. "Human-AI Interactions and Societal Pitfalls," Papers 2309.10448, arXiv.org, revised Oct 2023.
    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. 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).
    7. 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.
    8. 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.
    9. 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.
    10. Xueyuan Gao & Hua Feng, 2023. "AI-Driven Productivity Gains: Artificial Intelligence and Firm Productivity," Sustainability, MDPI, vol. 15(11), pages 1-21, June.

  9. 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.

    Cited by:

    1. Li, Dongkun & Chen, Yufeng & Miao, Jiafeng, 2022. "Does ICT create a new driving force for manufacturing?—Evidence from Chinese manufacturing firms," Telecommunications Policy, Elsevier, vol. 46(1).
    2. 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.
    3. Bianchini, Stefano & Müller, Moritz & Pelletier, Pierre, 2022. "Artificial intelligence in science: An emerging general method of invention," Research Policy, Elsevier, vol. 51(10).
    4. Gries, Thomas & Naude, Wim, 2018. "Artificial intelligence, jobs, inequality and productivity: Does aggregate demand matter?," MERIT Working Papers 2018-047, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    5. Hu, Xiaohua & Fei, Yulian, 2023. "Does the matching degree between data and human capital affect firm innovation?," Finance Research Letters, Elsevier, vol. 55(PB).
    6. 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.
    7. Naudé, Wim, 2022. "The Future Economics of Artificial Intelligence: Mythical Agents, a Singleton and the Dark Forest," IZA Discussion Papers 15713, Institute of Labor Economics (IZA).
    8. Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2018. "The Productivity J-Curve: How Intangibles Complement General Purpose Technologies," NBER Working Papers 25148, National Bureau of Economic Research, Inc.
    9. 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.
    10. Chen, Zhongfei & Jiang, Kangqi, 2024. "Digitalization and corporate investment efficiency: Evidence from China," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 91(C).
    11. Stefano Bianchini & Moritz Müller & Pierre Pelletier, 2022. "Artificial intelligence in science: An emerging general method of invention," Post-Print hal-03958025, HAL.
    12. 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.
    13. Ayoubi, Charles, 2020. "Machine learning in healthcare: Mirage or miracle for breaking the costs dead-lock?," Thesis Commons tc24d, Center for Open Science.
    14. Naudé, Wim, 2023. "Melancholy Hues: The Futility of Green Growth and Degrowth, and the Inevitability of Societal Collapse," IZA Discussion Papers 16139, Institute of Labor Economics (IZA).
    15. Seth G. Benzell & Erik Brynjolfsson, 2019. "Digital Abundance and Scarce Genius: Implications for Wages, Interest Rates, and Growth," NBER Working Papers 25585, National Bureau of Economic Research, Inc.

  10. 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. Holmström, Jonny, 2022. "From AI to digital transformation: The AI readiness framework," Business Horizons, Elsevier, vol. 65(3), pages 329-339.
    5. 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).
    6. 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).
    7. 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).
    8. Susan C. Athey & Kevin A. Bryan & Joshua S. Gans, 2020. "The Allocation of Decision Authority to Human and Artificial Intelligence," NBER Working Papers 26673, National Bureau of Economic Research, Inc.
    9. 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.
    10. 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.
    11. 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).
    12. 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).
    13. 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.
    14. Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2022. "Prediction Machines, Insurance, and Protection: An Alternative Perspective on AI's Role in Production," NBER Working Papers 30177, National Bureau of Economic Research, Inc.
    15. 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.
    16. 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).
    17. 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.
    18. ADACHI Daisuke & KAWAGUCHI Daiji & SAITO Yukiko, 2020. "Robots and Employment: Evidence from Japan, 1978-2017," Discussion papers 20051, Research Institute of Economy, Trade and Industry (RIETI).
    19. 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).
    20. 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.
    21. 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.
    22. 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.
    23. Vincent, Vinod U., 2021. "Integrating intuition and artificial intelligence in organizational decision-making," Business Horizons, Elsevier, vol. 64(4), pages 425-438.
    24. 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.
    25. 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).
    26. 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.
    27. 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.
    28. Marie Obidzinski & Yves Oytana, 2022. "Prediction, human decision and liability rules, CRED Working paper No 2022-06," Working Papers hal-04034871, HAL.
    29. 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).
    30. 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.
    31. 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.

  11. Ajay Agrawal & John McHale & Alex Oettl, 2018. "Does Scientist Immigration Harm US Science? An Examination of Spillovers," NBER Working Papers 24519, National Bureau of Economic Research, Inc.

    Cited by:

    1. Britta Glennon, 2020. "How Do Restrictions on High-Skilled Immigration Affect Offshoring? Evidence from the H-1B Program," NBER Working Papers 27538, National Bureau of Economic Research, Inc.
    2. Yingkai Tang & Yaozhi Chen & Kun Wang & He Xu & Xiaoqi Yi, 2020. "An Analysis on the Spatial Effect of Absorptive Capacity on Regional Innovation Ability Based on Empirical Research in China," Sustainability, MDPI, vol. 12(7), pages 1-23, April.

  12. 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. 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.
    2. Marie Obidzinski & Yves Oytana, 2022. "Advisory algorithms and liability rules," Working Papers 2022-04, CRESE.

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

    Cited by:

    1. 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.
    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. 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).
    5. 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.
    6. Yu, Sandy & Fleming, Lee, 2022. "Regional crowdfunding and high tech entrepreneurship," Research Policy, Elsevier, vol. 51(9).
    7. 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.
    8. 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).
    9. 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).
    10. 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.
    11. 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.

  14. Ajay Agrawal & Carlos Rosell & Timothy S. Simcoe, 2014. "Tax Credits and Small Firm R&D Spending," NBER Working Papers 20615, National Bureau of Economic Research, Inc.

    Cited by:

    1. Irem Guceri, 2018. "Will the real R&D employees please stand up? Effects of tax breaks on firm-level outcomes," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 25(1), pages 1-63, February.
    2. Dechezleprêtre, Antoine & Einiö, Elias & Martin, Ralf & Nguyen, Kieu-Trang & Van Reenen, John, 2016. "Do tax incentives for research increase firm innovation? An RD Design for RD," Working Papers 73, VATT Institute for Economic Research.
    3. Jia, Junxue & Ma, Guangrong, 2017. "Do R&D tax incentives work? Firm-level evidence from China," China Economic Review, Elsevier, vol. 46(C), pages 50-66.
    4. Elina Ladinska & Marielle Non & Bas Straathof, 2015. "More R&D with tax incentives? A meta-analysis," CPB Discussion Paper 309, CPB Netherlands Bureau for Economic Policy Analysis.
    5. Antoine Dechezleprêtre & Elias Einiö & Ralf Martin & Kieu-Trang Nguyen & John Van Reenen, 2016. "Do tax incentives for research increase firm innovation? An RD design for R&D, patents and spillovers," CEP Discussion Papers dp1413, Centre for Economic Performance, LSE.

  15. Ajay K. Agrawal & John McHale & Alex Oettl, 2014. "Why Stars Matter," NBER Working Papers 20012, National Bureau of Economic Research, Inc.

    Cited by:

    1. Waldinger, Fabian, 2016. "Bombs, brains, and science: the role of human and physical capital for the creation of scientific knowledge," LSE Research Online Documents on Economics 68561, London School of Economics and Political Science, LSE Library.
    2. Pierre Azoulay & Ina Ganguli & Joshua S. Graff Zivin, 2016. "The Mobility of Elite Life Scientists: Professional and Personal Determinants," NBER Working Papers 21995, National Bureau of Economic Research, Inc.
    3. Xu Wang & Xiaobo Zhang & Zhuan Xie & Huang Yiping, 2016. "Roads to Innovation: Firm-Level Evidence from China," Working Papers id:11121, eSocialSciences.
    4. Wang, Xu & Xie, Zhuan & Zhang, Xiaobo & Huang, Yiping, 2018. "Roads to innovation: Firm-level evidence from People's Republic of China (PRC)," China Economic Review, Elsevier, vol. 49(C), pages 154-170.
    5. Agrawal, Ajay & Galasso, Alberto & Oettl, Alexander, 2014. "Roads and Innovation," CEPR Discussion Papers 10113, C.E.P.R. Discussion Papers.
    6. Amanda H. Goodall & John M. McDowell & Larry D. Singell, 2017. "Do Economics Departments Improve after They Appoint a Top Scholar as Chairperson?," Kyklos, Wiley Blackwell, vol. 70(4), pages 546-564, November.
    7. Ajay Bhaskarbhatla & Luis Cabral & Deepak Hegde & Thomas (T.L.P.R.) Peeters, 2017. "Human Capital, Firm Capabilities, and Innovation," Tinbergen Institute Discussion Papers 17-115/VII, Tinbergen Institute, revised 03 Mar 2020.
    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. Barlow, Matthew A. & Hesterly, William S. & Cameron Verhaal, J., 2023. "Catching a falling star: Mobility of declining star performers, peer effects, and organizational performance in the National Football League," Journal of Business Research, Elsevier, vol. 165(C).
    10. Truc (Peter) Thuc Do & Huai Zhang, 2020. "Peer Effects among Financial Analysts," Contemporary Accounting Research, John Wiley & Sons, vol. 37(1), pages 358-391, March.
    11. Jaana Rahko, 2017. "Knowledge spillovers through inventor mobility: the effect on firm-level patenting," The Journal of Technology Transfer, Springer, vol. 42(3), pages 585-614, June.
    12. Timothy Perri, 2018. "Economics of evaluation (with special reference to promotion and tenure committees)," Economics of Governance, Springer, vol. 19(1), pages 1-19, February.

  16. Agrawal, Ajay & Galasso, Alberto & Oettl, Alexander, 2014. "Roads and Innovation," CEPR Discussion Papers 10113, C.E.P.R. Discussion Papers.

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    1. Branco, Catarina & Dohse, Dirk & dos Santos, João Pereira & Tavares, José, 2022. "Nobody's gonna slow me down? The effects of a transportation cost shock on firm performance and behavior," Ruhr Economic Papers 949, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    2. Gregory Casey & Marc Klemp, 2021. "Historical Instruments and Contemporary Endogenous Regressors," Department of Economics Working Papers 2021-02, Department of Economics, Williams College.
    3. Xiaofang Dong & Siqi Zheng & Matthew E. Kahn, 2018. "The Role of Transportation Speed in Facilitating High Skilled Teamwork," NBER Working Papers 24539, National Bureau of Economic Research, Inc.
    4. Ejermo, Olof & Hussinger, Katrin & Kalash, Basheer & Schubert, Torben, 2021. "Innovation in Malmö after the Öresund Bridge," ZEW Discussion Papers 21-042, ZEW - Leibniz Centre for European Economic Research.
    5. Andrews, Michael J. & Whalley, Alexander, 2022. "150 years of the geography of innovation," Regional Science and Urban Economics, Elsevier, vol. 94(C).
    6. Elice, Paola & Martínez Flores, Fernanda & Reichert, Arndt R., 2023. "Religious terrorism, forced migration, and women's empowerment: Evidence from the Boko Haram insurgency," Ruhr Economic Papers 1044, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    7. Mori, Tomoya & Sakaguchi, Shosei, 2018. "Collaborative knowledge creation: Evidence from Japanese patent data," MPRA Paper 88716, University Library of Munich, Germany.
    8. Elodie Djemaï & Andrew E Clark & Conchita d'Ambrosio, 2023. "Take the Highway? Paved Roads and Well-Being in Africa," Working Papers halshs-04358452, HAL.
    9. Angela Stefania Bergantino & Claudia Capozza & Ada Spiru, 2023. "Transport endowment, knowledge spillovers and firm performance in emerging economies," Small Business Economics, Springer, vol. 61(4), pages 1515-1541, December.
    10. Xu Wang & Xiaobo Zhang & Zhuan Xie & Huang Yiping, 2016. "Roads to Innovation: Firm-Level Evidence from China," Working Papers id:11121, eSocialSciences.
    11. Wang, Xu & Xie, Zhuan & Zhang, Xiaobo & Huang, Yiping, 2018. "Roads to innovation: Firm-level evidence from People's Republic of China (PRC)," China Economic Review, Elsevier, vol. 49(C), pages 154-170.
    12. Xiaoli Hu & Jieping Chen & Shanlang Lin, 2023. "Influence from highways’ development on green technological innovation: the case of Yangtze River economic belt in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(10), pages 11095-11120, October.
    13. Blandinieres, Florence & Krieger, Bastian & Pellens, Maikel, 2021. "Cluster support activities in the German biotechnology sector," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 233052.
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    16. Kyle R. Myers & Lauren Lanahan, 2022. "Estimating Spillovers from Publicly Funded R&D: Evidence from the US Department of Energy," American Economic Review, American Economic Association, vol. 112(7), pages 2393-2423, July.
    17. Pauly, Stefan & Stipanicic, Fernando, 2021. "The creation and diffusion of knowledge: Evidence from the Jet Age," CEPREMAP Working Papers (Docweb) 2112, CEPREMAP.
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    20. Wang, Yunmin & Cao, Guohua & Yan, Youliang & Wang, Jingjing, 2022. "Does high-speed rail stimulate cross-city technological innovation collaboration? Evidence from China," Transport Policy, Elsevier, vol. 116(C), pages 119-131.
    21. Wang, Jiating & Cai, Siyuan, 2020. "The construction of high-speed railway and urban innovation capacity: Based on the perspective of knowledge Spillover," China Economic Review, Elsevier, vol. 63(C).
    22. Andersson, David & Berger, Thor & Prawitz, Erik, 2020. "Making a Market: Infrastructure, Integration and the Rise of Innovation," Working Paper Series 1319, Research Institute of Industrial Economics.
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    24. Awaworyi Churchill, Sefa & Baako, Kingsley Tetteh & Mintah, Kwabena & Zhang, Quanda, 2021. "Transport infrastructure and house prices in the long run," Transport Policy, Elsevier, vol. 112(C), pages 1-12.
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    30. Christopher Esposito, 2021. "The Geography of Breakthrough Innovation in the United States over the 20th Century," Papers in Evolutionary Economic Geography (PEEG) 2126, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Sep 2021.
    31. Enrico Berkes & Olivier Deschênes & Ruben Gaetani & Jeffrey Lin & Christopher Severen, 2020. "Lockdowns and Innovation: Evidence from the 1918 Flu Pandemic," Working Papers 20-46, Federal Reserve Bank of Philadelphia.
    32. Kinne, Jan & Dehghan, Robert & Schmidt, Sebastian & Lenz, David & Hottenrott, Hanna, 2024. "Location factors and ecosystem embedding of sustainability-engaged blockchain companies in the US: A web-based analysis," ZEW Discussion Papers 24-023, ZEW - Leibniz Centre for European Economic Research.
    33. 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).
    34. Hanley, Douglas & Li, Jiancheng & Wu, Mingqin, 2022. "High-speed railways and collaborative innovation," Regional Science and Urban Economics, Elsevier, vol. 93(C).
    35. Sergio Petralia, 2020. "GPTs and Growth: Evidence on the Technological Adoption of Electrical & Electronic Technologies in the 1920s," Papers in Evolutionary Economic Geography (PEEG) 2033, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2020.
    36. Contigiani, Andrea & Testoni, Marco, 2023. "Geographic isolation, trade secrecy, and innovation," Research Policy, Elsevier, vol. 52(8).
    37. Esposito, Christopher R., 2023. "The geography of breakthrough invention in the United States over the 20th century," Research Policy, Elsevier, vol. 52(7).
    38. 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".
    39. Derrick Choe & Alexander Oettl & Rob Seamans, 2021. "What’s Driving Entrepreneurship and Innovation in the Transportation Sector?," NBER Chapters, in: The Role of Innovation and Entrepreneurship in Economic Growth, pages 251-285, National Bureau of Economic Research, Inc.
    40. Tim Martens, 2023. "The disclosure function of the U.S. patent system: evidence from the PTDL program and extreme snowfall," Review of Accounting Studies, Springer, vol. 28(1), pages 237-264, March.
    41. Gao, Wenjing & Mao, Jie & Shi, Xinzheng, 2024. "Do firms benefit from public information services: Evidence from a tax hotline program in China," China Economic Review, Elsevier, vol. 83(C).
    42. Stefan Pauly & Fernando Stipanicic, 2022. "The Creation and Diffusion of Knowledge: Evidence from the Jet Age," SciencePo Working papers Main hal-04067326, HAL.
    43. Feng, Suling & Sui, Bo & Liu, Huimin & Li, Guoxiang, 2020. "Environmental decentralization and innovation in China," Economic Modelling, Elsevier, vol. 93(C), pages 660-674.
    44. Maria Garcia-Vega & Oscar Vicente-Chirivella, 2019. "R&D and firm resilience during bad times," Discussion Papers 2019-13, University of Nottingham, GEP.
    45. Ma, Liya & Niu, Dongxiao & Sun, Weizeng, 2021. "Transportation infrastructure and entrepreneurship: Evidence from high-speed railway in China," China Economic Review, Elsevier, vol. 65(C).
    46. Fan, Xiaomin & Xu, Yingzhi, 2023. "Does high-speed railway promote urban innovation? Evidence from China," Socio-Economic Planning Sciences, Elsevier, vol. 86(C).
    47. Stefan Pauly & Fernando Stipanicic, 2022. "The Creation and Diffusion of Knowledge: Evidence from the Jet Age," Working Papers hal-04067326, HAL.
    48. Rodríguez-Pose, Andrés & Wilkie, Callum & Zhang, Min, 2021. "Innovating in “lagging” cities: a comparative exploration of the dynamics of innovation in Chinese cities," LSE Research Online Documents on Economics 120989, London School of Economics and Political Science, LSE Library.
    49. Hanlon, W. Walker & ,, 2020. "History and Urban Economics," CEPR Discussion Papers 15303, C.E.P.R. Discussion Papers.
    50. Elhadj Ezzahid & Hamid Rafik, 2024. "Analyzing the Impact of Public Capital on Private Capital Productivity in a Panel of African Nations," Economies, MDPI, vol. 12(5), pages 1-18, May.
    51. Chao Li & Qian Zhou & Shi Chen, 2022. "Bringing Minds Together: High‐speed Railways, Team Building, and Innovation Collaboration," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 30(6), pages 34-58, November.
    52. Chen, Qifei & Wang, Meng, 2022. "Opening of high-speed rail and the consumer service industry: Evidence from China," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 31-45.
    53. Wang, Qinyu Ryan & Zheng, Yanfeng, 2023. "Patent regime and the geography of cumulative innovation," Research Policy, Elsevier, vol. 52(7).
    54. Berger, Thor & Prawitz, Erik, 2024. "Collaboration and connectivity: Historical evidence from patent records," Journal of Urban Economics, Elsevier, vol. 139(C).
    55. Benjamin Balsmeier & Lee Fleming & Matt Marx & Seungryul Ryan Shin, 2020. "Startups, Unicorns, and the Local Inflow of Inventors," NBER Working Papers 27605, National Bureau of Economic Research, Inc.
    56. Bottasso, Anna & Conti, Maurizio & Ferrara, Antonella Rita & Robbiano, Simone, 2023. "High-Speed Railways and Firms Total Factor Productivity: Evidence from a Quasi-Natural Experiment," IZA Discussion Papers 16572, Institute of Labor Economics (IZA).
    57. Sultan Orazbayev, 2016. "International knowledge flows and the administrative barriers to mobility," Development Working Papers 410, Centro Studi Luca d'Agliano, University of Milano, revised 22 Dec 2016.
    58. Tian Zhao, 2023. "Crowding-Out or Spillover: Reassessment on the Impact of the Belt and Road Initiative on Innovation Efficiency," SAGE Open, , vol. 13(1), pages 21582440231, March.
    59. Margaret Bock & Benjamin Blemings, 2024. "Road maintenance over the local election cycle," Public Choice, Springer, vol. 198(1), pages 129-151, January.
    60. Kershen Huang & Chenguang Shang & Chi Zhang, 2021. "Working hard for long‐distance relationships: Geographic proximity and relationship‐specific investments," Financial Management, Financial Management Association International, vol. 50(4), pages 985-1011, December.
    61. Derrick Choe & Alexander Oettl & Robert Seamans, 2020. "What’s Driving Entrepreneurship and Innovation in the Transport Sector?," NBER Working Papers 27284, National Bureau of Economic Research, Inc.
    62. Robbiano, Simone, 2021. "The innovative impact of public research institutes: evidence from Italy," MPRA Paper 106386, University Library of Munich, Germany.
    63. Xiang, Xiaojian & Liu, Chuanjiang & Yang, Mian, 2022. "Who is financing corporate green innovation?," International Review of Economics & Finance, Elsevier, vol. 78(C), pages 321-337.
    64. Or Levkovich & Jan Rouwendal & Jos van Ommeren, 2017. "The impact of highways on population redistribution: The role of land development restrictions," Tinbergen Institute Discussion Papers 17-109/VIII, Tinbergen Institute.
    65. Marta Santagata, 2022. "Roads and intra‐national trade: Evidence from Italian regions," Papers in Regional Science, Wiley Blackwell, vol. 101(6), pages 1383-1409, December.
    66. Li, Chao & Li, Han & Zhao, Zhao, 2022. "Geographic proximity and M&As: Evidence from China," Emerging Markets Review, Elsevier, vol. 51(PB).
    67. Sun, Yunpeng & Razzaq, Asif & Kizys, Renatas & Bao, Qun, 2022. "High-speed rail and urban green productivity: The mediating role of climatic conditions in China," Technological Forecasting and Social Change, Elsevier, vol. 185(C).
    68. Yang, Xuehui & Zhang, Huirong & Li, Yan, 2022. "High-speed railway, factor flow and enterprise innovation efficiency: An empirical analysis on micro data," Socio-Economic Planning Sciences, Elsevier, vol. 82(PB).
    69. Fan, Xiaomin & Xu, Yingzhi, 2024. "How does the opening of high-speed railway affect the regional pollution gap in China? From the perspective of knowledge spillover," Technological Forecasting and Social Change, Elsevier, vol. 203(C).
    70. García-Vega, María & Vicente-Chirivella, Óscar, 2020. "Do university technology transfers increase firms’ innovation?," European Economic Review, Elsevier, vol. 123(C).
    71. Jin, Peizhen & Mangla, Sachin Kumar & Song, Malin, 2021. "Moving towards a sustainable and innovative city: Internal urban traffic accessibility and high-level innovation based on platform monitoring data," International Journal of Production Economics, Elsevier, vol. 235(C).
    72. Chu, Angus C. & Peretto, Pietro & Wang, Xilin, 2024. "Government spending and industrialization in a Schumpeterian economy," MPRA Paper 120797, University Library of Munich, Germany.
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  17. Ajay Agrawal, 2014. "Diaspora Networks, Knowledge Flows and Brain Drain," WIPO Economic Research Working Papers 15, World Intellectual Property Organization - Economics and Statistics Division.

    Cited by:

    1. Kahn, Michael & Gamedze, Thandi & Oghenetega, Joshua, 2019. "Mobility of sub-Saharan Africa doctoral graduates from South African universities—A tracer study," International Journal of Educational Development, Elsevier, vol. 68(C), pages 9-14.

  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. Maja Adena & Steffen Huck, 2022. "Voluntary ‘donations’ versus reward-oriented ‘contributions’: two experiments on framing in funding mechanisms," Experimental Economics, Springer;Economic Science Association, vol. 25(5), pages 1399-1417, November.
    2. Sahaym, Arvin & (Avi) Datta, Avimanyu & Brooks, Stoney, 2021. "Crowdfunding success through social media: Going beyond entrepreneurial orientation in the context of small and medium-sized enterprises," Journal of Business Research, Elsevier, vol. 125(C), pages 483-494.
    3. Ajay Agrawal & Christian Catalini & Avi Goldfarb, 2015. "Slack Time and Innovation," NBER Working Papers 21134, National Bureau of Economic Research, Inc.
    4. Marco Bade & Martin Walther, 2021. "Local preferences and the allocation of attention in equity-based crowdfunding," Review of Managerial Science, Springer, vol. 15(8), pages 2501-2533, November.
    5. Parker, Simon C., 2014. "Crowdfunding, cascades and informed investors," Economics Letters, Elsevier, vol. 125(3), pages 432-435.
    6. Panjwani, Aniket & Xiong, Heyu, 2023. "The causes and consequences of medical crowdfunding," Journal of Economic Behavior & Organization, Elsevier, vol. 205(C), pages 648-667.
    7. D.J Cumming & Gaël Leboeuf & A Schwienbacher, 2019. "Crowdfunding models: Keep‐It‐All vs. All‐Or‐Nothing," Post-Print hal-02126971, HAL.
    8. John Donovan, 2021. "Financial Reporting and Entrepreneurial Finance: Evidence from Equity Crowdfunding," Management Science, INFORMS, vol. 67(11), pages 7214-7237, November.
    9. 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.
    10. Christian Catalini & Catherine Tucker, 2016. "Seeding the S-Curve? The Role of Early Adopters in Diffusion," Working Papers 16-02, NET Institute.
    11. 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.
    12. Chan, Ho Fai & Moy, Naomi & Schaffner, Markus & Torgler, Benno, 2021. "The effects of money saliency and sustainability orientation on reward based crowdfunding success," Journal of Business Research, Elsevier, vol. 125(C), pages 443-455.
    13. Thomas Clauss & Thomas Niemand & Sascha Kraus & Patrick Schnetzer & Alexander Brem, 2019. "Increasing Crowdfunding Success Through Social Media: The Importance Of Reach And Utilisation In Reward-Based Crowdfunding," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 24(03), pages 1-30, May.
    14. Anton Miglo & Victor Miglo, 2019. "Market imperfections and crowdfunding," Small Business Economics, Springer, vol. 53(1), pages 51-79, June.
    15. Wachs, Johannes & Vedres, Balázs, 2021. "Does crowdfunding really foster innovation? Evidence from the board game industry," Technological Forecasting and Social Change, Elsevier, vol. 168(C).
    16. 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.
    17. 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.
    18. Stéphane Koffel, 2017. "Performance des entreprises financées par Equity-Crowdfunding," Post-Print hal-03553731, HAL.
    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.
    20. 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.
    21. 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.
    22. Caglayan, Mustafa & Talavera, Oleksandr & Zhang, Wei, 2021. "Herding behaviour in P2P lending markets," Journal of Empirical Finance, Elsevier, vol. 63(C), pages 27-41.
    23. Matthew Ellman & Sjaak Hurkens, 2014. "Optimal Crowdfunding Design," Working Papers 14-21, NET Institute.
    24. Cumming, Douglas J. & Sewaid, Ahmed, 2021. "FinTech loans, self-employment, and financial performance," CFS Working Paper Series 667, Center for Financial Studies (CFS).
    25. 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.
    26. 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.
    27. Zhao, Liang & Sun, Zhe & Chen, Si & Gugnani, Ritika & Sahore, Nidhi, 2024. "Social media opinion leaders and information diffusion of crowdfunding projects: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    28. Pastwa, Anna M. & Shrestha, Prabal & Thewissen, James & Torsin, Wouter, 2022. "Unpacking the black box of ICO white papers: a topic modeling approach," LIDAM Reprints LFIN 2022005, Université catholique de Louvain, Louvain Finance (LFIN).
    29. Eiteneyer, Nils & Bendig, David & Brettel, Malte, 2019. "Social capital and the digital crowd: Involving backers to promote new product innovativeness," Research Policy, Elsevier, vol. 48(8), pages 1-1.
    30. 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.
    31. 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.
    32. Paolo Crosetto & Tobias Regner, 2018. "It's never too late: funding dynamics and self pledges in reward-based crowdfunding," Working Papers hal-01779128, HAL.
    33. Edward L. Glaeser & Naomi Hausman, 2019. "The Spatial Mismatch Between Innovation and Joblessness," NBER Working Papers 25913, National Bureau of Economic Research, Inc.
    34. Kazem Mochkabadi & Christine K. Volkmann, 2020. "Equity crowdfunding: a systematic review of the literature," Small Business Economics, Springer, vol. 54(1), pages 75-118, January.
    35. 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).
    36. Grüner, Hans Peter & Siemroth, Christoph, 2017. "Crowdfunding, Efficiency, and Inequality," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168081, Verein für Socialpolitik / German Economic Association.
    37. Xiang Yuan & Luyao Wang & Xicheng Yin & Hongwei Wang, 2021. "How text sentiment moderates the impact of motivational cues on crowdfunding campaigns," Financial Innovation, Springer;Southwestern University of Finance and Economics, vol. 7(1), pages 1-26, December.
    38. Maximilian Goethner & Sebastian Luettig & Tobias Regner, 2021. "Crowdinvesting in entrepreneurial projects: disentangling patterns of investor behavior," Small Business Economics, Springer, vol. 57(2), pages 905-926, August.
    39. Magdalena Cholakova & Bart Clarysse, 2015. "Does the Possibility to Make Equity Investments in Crowdfunding Projects Crowd Out Reward–Based Investments?," Entrepreneurship Theory and Practice, , vol. 39(1), pages 145-172, January.
    40. Bi, Gongbing & Geng, Botao & Liu, Lindong, 2019. "On the fixed and flexible funding mechanisms in reward-based crowdfunding," European Journal of Operational Research, Elsevier, vol. 279(1), pages 168-183.
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    167. Estrin, Saul & Gozman, Daniel & Khavul, Susanna, 2018. "The evolution and adoption of equity crowdfunding: entrepreneur and investor entry into a new market," LSE Research Online Documents on Economics 87351, London School of Economics and Political Science, LSE Library.
    168. Haitham Mohamed Elsaid, 2021. "A review of literature directions regarding the impact of fintech firms on the banking industry," Qualitative Research in Financial Markets, Emerald Group Publishing Limited, vol. 15(5), pages 693-711, October.
    169. Jan Janku & Zuzana Kucerova, 2018. "Successful Crowdfunding Campaigns: The Role of Project Specifics, Competition and Founders’ Experience," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 68(4), pages 351-373, September.
    170. 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.
    171. Carvajal, Andrés & Rostek, Marzena & Sublet, Guillaume, 2018. "Information design and capital formation," Journal of Economic Theory, Elsevier, vol. 176(C), pages 255-292.
    172. Wesemann, Henrik & Wincent, Joakim, 2021. "A whole new world: Counterintuitive crowdfunding insights for female founders," Journal of Business Venturing Insights, Elsevier, vol. 15(C).
    173. Norbert Steigenberger & Hendrik Wilhelm, 2018. "Extending Signaling Theory to Rhetorical Signals: Evidence from Crowdfunding," Organization Science, INFORMS, vol. 29(3), pages 529-546, June.
    174. Ferrer, José María & Ulrich, Klaus & Blanco-González-Tejero, Cristina & Caño-Marín, Enrique, 2023. "Investors’ confidence in the crowdlending platform and the impact of Covid-19," Journal of Business Research, Elsevier, vol. 155(PA).
    175. Tafesse, Wondwesen, 2021. "Communicating crowdfunding campaigns: How message strategy, vivid media use and product type influence campaign success," Journal of Business Research, Elsevier, vol. 127(C), pages 252-263.
    176. Vulkan, Nir & Åstebro, Thomas & Sierra, Manuel Fernandez, 2016. "Equity crowdfunding: A new phenomena," Journal of Business Venturing Insights, Elsevier, vol. 5(C), pages 37-49.
    177. Brown, Terrence E. & Boon, Edward & Pitt, Leyland F., 2017. "Seeking funding in order to sell: Crowdfunding as a marketing tool," Business Horizons, Elsevier, vol. 60(2), pages 189-195.
    178. 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).
    179. Goran Calic & Elaine Mosakowski, 2016. "Kicking Off Social Entrepreneurship: How A Sustainability Orientation Influences Crowdfunding Success," Journal of Management Studies, Wiley Blackwell, vol. 53(5), pages 738-767, July.
    180. 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.
    181. Inna Lyubareva & Laurent Brisson & Cécile Bothorel & Romain Billot, 2020. "Une plateforme de crowdfunding et son réseau social," Post-Print hal-02880083, HAL.
    182. Henry Sauermann & Chiara Franzoni & Kourosh Shafi, 2019. "Crowdfunding scientific research: Descriptive insights and correlates of funding success," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-26, January.
    183. Anglin, Aaron H. & Short, Jeremy C. & Drover, Will & Stevenson, Regan M. & McKenny, Aaron F. & Allison, Thomas H., 2018. "The power of positivity? The influence of positive psychological capital language on crowdfunding performance," Journal of Business Venturing, Elsevier, vol. 33(4), pages 470-492.
    184. Leone, Daniele & Cristina Pietronudo, Maria & Gabteni, Heger & Rosaria Carli, Maria, 2023. "Reward-based crowdfunding for building a valuable circular business model," Journal of Business Research, Elsevier, vol. 157(C).
    185. 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.
    186. Saul Estrin & Daniel Gozman & Susanna Khavul, 2018. "The evolution and adoption of equity crowdfunding: entrepreneur and investor entry into a new market," Small Business Economics, Springer, vol. 51(2), pages 425-439, August.
    187. Srikant Devaraj & Pankaj C Patel, 2016. "Influence of number of backers, goal amount, and project duration on meeting funding goals of crowdfunding projects," Economics Bulletin, AccessEcon, vol. 36(2), pages 1242-1249.
    188. Zhuoxin Li & Jason A. Duan, 2014. "Dynamic Strategies for Successful Online Crowdfunding," Working Papers 14-09, NET Institute.
    189. Lars Hornuf & Matthias Schmitt & Eliza Stenzhorn, 2020. "Does a Local Bias Exist in Equity Crowdfunding?," CESifo Working Paper Series 8154, CESifo.
    190. 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.
    191. Borello, Giuliana & De Crescenzo, Veronica & Pichler, Flavio, 2019. "Factors for success in European crowdinvesting," Journal of Economics and Business, Elsevier, vol. 106(C).
    192. 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.
    193. 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 & Iain Cockburn & Laurina Zhang, 2013. "Deals Not Done: Sources of Failure in the Market for Ideas," NBER Working Papers 19679, National Bureau of Economic Research, Inc.

    Cited by:

    1. Bronwyn H. Hall, 2018. "Is There a Role for Patents in the Financing of New Innovative Firms?," NBER Working Papers 24370, National Bureau of Economic Research, Inc.
    2. Figueroa, Nicolás & Serrano, Carlos J., 2019. "Patent trading flows of small and large firms," Research Policy, Elsevier, vol. 48(7), pages 1601-1616.
    3. Peters, Bettina & Marks, Hannes & Trunschke, Markus & Grimpe, Christoph & Sofka, Wolfgang & Czarnitzki, Dirk, 2023. "Schwerpunktstudie Technologiemärkte," Studien zum deutschen Innovationssystem 9-2023, Expertenkommission Forschung und Innovation (EFI) - Commission of Experts for Research and Innovation, Berlin.
    4. Grimpe, Christoph & Sofka, Wolfgang & Schulz, Philipp & Borchhardt, Geoffrey Thilo, 2019. "Markets for technology in Europe: Mapping demand and its drivers," ZEW Discussion Papers 19-043, ZEW - Leibniz Centre for European Economic Research.
    5. Peters, Bettina & Diekhof, Josefine & Grimpe, Christoph & Marks, Hannes & Sofka, Wolfgang, 2023. "Machbarkeitsstudie Technologiemärkte," Studien zum deutschen Innovationssystem 8-2023, Expertenkommission Forschung und Innovation (EFI) - Commission of Experts for Research and Innovation, Berlin.
    6. Mar�a Garc�a-Vega & Elena Huergo, 2019. "Asymmetric additionalities between R&D outsourcing locations," Discussion Papers 2019-08, University of Nottingham, GEP.
    7. Pontus Braunerhjelm & Roger Svensson, 2024. "Inventions, commercialization strategies, and knowledge spillovers in SMEs," Small Business Economics, Springer, vol. 63(1), pages 275-297, June.
    8. Fabian Gaessler & Dietmar Harhoff & Stefan Sorg & Georg von Graevenitz, 2024. "Patents, Freedom to Operate, and Follow-on Innovation: Evidence from Post-Grant Opposition," Rationality and Competition Discussion Paper Series 494, CRC TRR 190 Rationality and Competition.
    9. Gaetan de Rassenfosse & Alfons Palangkaraya & Elizabeth Webster, 2016. "Why do patents facilitate trade in technology? Testing the disclosure and appropriation effects," Working Papers 2, Chair of Science, Technology, and Innovation Policy.
    10. Pietro Moncada-Paternò-Castello, 2022. "Top R&D investors, structural change and the R&D growth performance of young and old firms," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(1), pages 1-33, March.
    11. E. Mitchell Church & Richelle L. Oakley, 2018. "Etsy and the long-tail: how microenterprises use hyper-differentiation in online handicraft marketplaces," Electronic Commerce Research, Springer, vol. 18(4), pages 883-898, December.
    12. Pietro Moncada-Paternò-Castello, 2016. "Sector dynamics and demographics of top R&D firms in the global economy," JRC Working Papers on Corporate R&D and Innovation 2016-06, Joint Research Centre.
    13. Carlos J. Serrano & Rosemarie Ziedonis, 2018. "How Redeployable are Patent Assets? Evidence from Failed Startups," NBER Working Papers 24526, National Bureau of Economic Research, Inc.
    14. 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.
    15. Gaessler, Fabian & Harhoff, Dietmar & Sorg, Stefan, 2019. "Bargaining Failure and Freedom to Operate: Re-evaluating the Effect of Patents on Cumulative Innovation," Rationality and Competition Discussion Paper Series 220, CRC TRR 190 Rationality and Competition.
    16. Hamed Tajedin & Hamed Tajedin & Mohammad Keyhani, 2019. "A Theory of Digital Firm-Designed Markets: Defying Knowledge Constraints with Crowds and Marketplaces," Strategy Science, INFORMS, vol. 4(4), pages 323-342, December.
    17. Meschnig, Annika & Dubiel, Anna, 2023. "From formation to performance outcomes: A review and agenda for licensing research," Journal of Business Research, Elsevier, vol. 167(C).
    18. Cheng, Lei & Sun, Zhen, 2021. "The white elephant in IP management market frictions, market connections and escalation of commitment," China Economic Review, Elsevier, vol. 67(C).
    19. Dushnitsky, Gary & Klueter, Thomas, 2017. "Which industries are served by online marketplaces for technology?," Research Policy, Elsevier, vol. 46(3), pages 651-666.
    20. Keld Laursen & Solon Moreira & Toke Reichstein & Maria Isabella Leone, 2017. "Evading the Boomerang Effect: Using the Grant-Back Clause to Further Generative Appropriability from Technology Licensing Deals," Organization Science, INFORMS, vol. 28(3), pages 514-530, June.
    21. Udichibarna Bose, 2023. "Does green transition promote green innovation and technological acquisitions?," Working Papers w202305, Banco de Portugal, Economics and Research Department.
    22. Albats, Ekaterina & Alexander, Allen T. & Cunningham, James A., 2022. "Traditional, virtual, and digital intermediaries in university-industry collaboration: exploring institutional logics and bounded rationality," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    23. Stefano Comino & Fabio M. Manenti & NIkolaus Thumm, 2017. "The Role of Patents in Information and Communication Technologies (ICTs). A survey of the Literature," "Marco Fanno" Working Papers 0212, Dipartimento di Scienze Economiche "Marco Fanno".
    24. George Chondrakis & Carlos J. Serrano & Rosemarie H. Ziedonis, 2021. "Information disclosure and the market for acquiring technology companies," Strategic Management Journal, Wiley Blackwell, vol. 42(5), pages 1024-1053, May.
    25. Grimpe, Christoph & Sofka, Wolfgang, 2016. "Complementarities in the search for innovation—Managing markets and relationships," Research Policy, Elsevier, vol. 45(10), pages 2036-2053.

  20. 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.

    Cited by:

    1. Conti, Annamaria & Liu, Christopher C., 2015. "Bringing the lab back in: Personnel composition and scientific output at the MIT Department of Biology," Research Policy, Elsevier, vol. 44(9), pages 1633-1644.
    2. Grażyna Bukowska & Jan Fałkowski & Beata Łopaciuk-Gonczaryk, 2014. "Teaming up or writing alone - authorship strategies in leading Polish economic journals," Working Papers 2014-29, Faculty of Economic Sciences, University of Warsaw.
    3. Head, Keith & Li, Yao Amber & Minondo, Asier, 2018. "Geography, ties and knowledge flows: evidence from citations in mathematics," LSE Research Online Documents on Economics 88704, London School of Economics and Political Science, LSE Library.
    4. Yadav, Anil & McHale, John & O'Neill, Stephen, 2023. "How does co-authoring with a star affect scientists' productivity? Evidence from small open economies," Research Policy, Elsevier, vol. 52(1).
    5. 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).

  21. Ajay Agrawal & John Horton & Nicola Lacetera & Elizabeth Lyons, 2013. "Digitization and the Contract Labor Market: A Research Agenda," NBER Working Papers 19525, National Bureau of Economic Research, Inc.

    Cited by:

    1. Alexander Cuntz, 2018. "Creators’ Income Situation in the Digital Age," LIS Working papers 755, LIS Cross-National Data Center in Luxembourg.
    2. John Horton, 2018. "Buyer Uncertainty about Seller Capacity: Causes, Consequences, and a Partial Solution," CESifo Working Paper Series 6985, CESifo.
    3. Maier, Michael F. & Viete, Steffen & Ody, Margard, 2017. "Plattformbasierte Erwerbsarbeit: Stand der empirischen Forschung," IZA Research Reports 81, Institute of Labor Economics (IZA).
    4. John J. Horton, 2019. "Buyer Uncertainty About Seller Capacity: Causes, Consequences, and a Partial Solution," Management Science, INFORMS, vol. 65(8), pages 3518-3540, August.
    5. Songul Tolan & Annarosa Pesole & Fernando Martinez-Plumed & Enrique Fernandez-Macias & José Hernandez-Orallo & Emilia Gomez, 2020. "Measuring the Occupational Impact of AI: Tasks, Cognitive Abilities and AI Benchmarks," JRC Working Papers on Labour, Education and Technology 2020-02, Joint Research Centre.
    6. 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.
    7. Alan Benson & Aaron Sojourner & Akhmed Umyarov, 2018. "Can Reputation Discipline the Gig Economy? Experimental Evidence from an Online Labor Market," Opportunity and Inclusive Growth Institute Working Papers 16, Federal Reserve Bank of Minneapolis.
    8. 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.
    9. Xiaoming Cai & Pieter Gautier & Ronald Wolthoff, 2022. "Meetings and Mechanisms," Working Papers tecipa-727, University of Toronto, Department of Economics.
    10. Chris Forman & John Leslie King & Kalle Lyytinen, 2014. "Special Section Introduction—Information, Technology, and the Changing Nature of Work," Information Systems Research, INFORMS, vol. 25(4), pages 789-795, December.
    11. Künn, Steffen & Seel, Christian & Zegners, Dainis, 2020. "Cognitive Performance in the Home Office - Evidence from Professional Chess," Research Memorandum 021, Maastricht University, Graduate School of Business and Economics (GSBE).
    12. Alex Wood-Doughty, 2016. "Do Employers Learn from Public, Subjective, Performance Reviews?," Working Papers 16-11, NET Institute.
    13. Francisco Javier Forcadell & Elisa Aracil & Fernando Ubeda, 2020. "Using reputation for corporate sustainability to tackle banks digitalization challenges," Business Strategy and the Environment, Wiley Blackwell, vol. 29(6), pages 2181-2193, September.
    14. Julia Bock-Schappelwein & Michael Böheim & Elisabeth Christen & Stefan Ederer & Matthias Firgo & Klaus Friesenbichler & Werner Hölzl & Mathias Kirchner & Angela Köppl & Agnes Kügler & Christine Mayrhu, 2018. "Politischer Handlungsspielraum zur optimalen Nutzung der Vorteile der Digitalisierung für Wirtschaftswachstum, Beschäftigung und Wohlstand," WIFO Studies, WIFO, number 61256.
    15. Brian Fabo & Jovana Karanovic & Katerina Dukova, 2017. "In search of an adequate European policy response to the platform economy," Transfer: European Review of Labour and Research, , vol. 23(2), pages 163-175, May.
    16. Braesemann, Fabian & Stephany, Fabian & Teutloff, Ole & Kässi, Otto & Graham, Mark & Lehdonvirta, Vili, 2021. "The polarisation of remote work," EconStor Preprints 238189, ZBW - Leibniz Information Centre for Economics.
    17. Janine Berg & Miriam A. Cherry & Uma Rani, 2019. "Digital labour platforms: a need for international regulation?," Revista de Economía Laboral - Spanish Journal of Labour Economics, Asociación Española de Economía Laboral - AEET, vol. 16, pages 104-128.
    18. Kässi, Otto & Lehdonvirta, Vili, 2016. "Online Labour Index: Measuring the Online Gig Economy for Policy and Research," MPRA Paper 74943, University Library of Munich, Germany.
    19. Marios Kokkodis & Panagiotis G. Ipeirotis, 2016. "Reputation Transferability in Online Labor Markets," Management Science, INFORMS, vol. 62(6), pages 1687-1706, June.
    20. Antonio Moreno & Christian Terwiesch, 2014. "Doing Business with Strangers: Reputation in Online Service Marketplaces," Information Systems Research, INFORMS, vol. 25(4), pages 865-886, December.
    21. Seifried, Mareike, 2021. "Transitions from offline to online labor markets: The relationship between freelancers' prior offline and online work experience," ZEW Discussion Papers 21-101, ZEW - Leibniz Centre for European Economic Research.
    22. Fabian Braesemann & Fabian Stephany & Ole Teutloff & Otto Kassi & Mark Graham & Vili Lehdonvirta, 2021. "The global polarisation of remote work," Papers 2108.13356, arXiv.org, revised Nov 2022.
    23. 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.
    24. Mohamed Neffati & Abdessalem Gouidar, 2019. "Socioeconomic Impacts of Digitisation in Saudi Arabia," International Journal of Economics and Financial Issues, Econjournals, vol. 9(3), pages 65-72.
    25. 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.
    26. Heiland, Heiner, 2020. "Workers' Voice in platform labour: An Overview," WSI Studies 21, The Institute of Economic and Social Research (WSI), Hans Böckler Foundation.
    27. Melia, Elvis, 2020. "African jobs in the digital era: Export options with a focus on online labour," IDOS Discussion Papers 3/2020, German Institute of Development and Sustainability (IDOS).
    28. Mourelatos, Evangelos, 2021. "Personality and Ethics on Online Labor Markets: How mood influences ethical perceptions," EconStor Preprints 244735, ZBW - Leibniz Information Centre for Economics.
    29. Cristiano Codagnone & Federico Biagi & Fabienne Abadie, 2016. "The Passions and the Interests: Unpacking the ‘Sharing Economy’," JRC Research Reports JRC101279, Joint Research Centre.
    30. 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.
    31. Cristiano Codagnone & Fabienne Abadie & Federico Biagi, 2016. "The Future of Work in the ‘Sharing Economy’. Market Efficiency and Equitable Opportunities or Unfair Precarisation?," JRC Research Reports JRC101280, Joint Research Centre.
    32. John Horton, 2021. "The Ruble Collapse in an Online Marketplace: Some Lessons for Market Designers," Papers 2104.06170, arXiv.org.
    33. Elizabeth Lyons, 2016. "The Impact of Job-Specific Training on Short-Term Worker Performance: Evidence from a Field Experiment," Natural Field Experiments 00572, The Field Experiments Website.
    34. Marios Kokkodis, 2023. "Adjusting Skillset Cohesion in Online Labor Markets: Reputation Gains and Opportunity Losses," Information Systems Research, INFORMS, vol. 34(3), pages 1245-1258, September.
    35. Zhenli Zhang & Yong Xia & Kahaer Abula, 2023. "How Digital Skills Affect Rural Labor Employment Choices? Evidence from Rural China," Sustainability, MDPI, vol. 15(7), pages 1-14, March.
    36. 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.
    37. Mayo Fuster Morell & Ricard Espelt, 2019. "A Framework to Assess the Sustainability of Platform Economy: The Case of Barcelona Ecosystem," Sustainability, MDPI, vol. 11(22), pages 1-20, November.
    38. Chen, Daniel L. & Horton, John J., 2016. "Are Online Labor Markets Spot Markets for Tasks?: A Field Experiment on the Behavioral Response to Wage Cuts," TSE Working Papers 16-675, Toulouse School of Economics (TSE).
    39. Irfan Kanat & Yili Hong & T. S. Raghu, 2018. "Surviving in Global Online Labor Markets for IT Services: A Geo-Economic Analysis," Information Systems Research, INFORMS, vol. 29(4), pages 893-909, December.
    40. 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.
    41. Vranka, Marek & Hudík, Marek & Frollová, Nikola & Bahník, Štěpán & Sýkorová, Markéta & Houdek, Petr, 2021. "Honesty of online workers: A field experiment shows no evidence of self-selection of cheaters to a cheating-enabling work environment," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 94(C).
    42. 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.
    43. Panos Constantinides & Ola Henfridsson & Geoffrey G. Parker, 2018. "Introduction—Platforms and Infrastructures in the Digital Age," Information Systems Research, INFORMS, vol. 29(2), pages 381-400, June.
    44. Massimo Anelli & Felix Koenig, 2021. "Willingness to Pay for Workplace Safety," CESifo Working Paper Series 9469, CESifo.
    45. Bertschek, Irene & Arnold, Daniel & Erdsiek, Daniel & Nicolay, Katharina & Bieber, Daniel & Kreutzer, Elena, 2018. "Arbeiten 4.0 - Chancen und Herausforderungen für Luxemburg. Studie im Auftrag von Arbeitsministerium, Handelskammer, Arbeitnehmerkammer Luxemburg," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 181909.
    46. Chen Liang & Yili Hong & Bin Gu, 2016. "Effects of IT-enabled Monitoring on Labor Contracting in Online Platforms: Evidence from a Natural Experiment," Working Papers 16-01, NET Institute.
    47. Yao Yao, 2020. "Uberizing the Legal Profession? Lawyer Autonomy and Status in the Digital Legal Market," British Journal of Industrial Relations, London School of Economics, vol. 58(3), pages 483-506, September.
    48. Stephany, Fabian & Teutloff, Ole, 2024. "What is the price of a skill? The value of complementarity," Research Policy, Elsevier, vol. 53(1).
    49. Moshe A. Barach & Joseph M. Golden & John J. Horton, 2020. "Steering in Online Markets: The Role of Platform Incentives and Credibility," Management Science, INFORMS, vol. 66(9), pages 4047-4070, September.
    50. Moshe A. Barach & Joseph M. Golden & John J. Horton, 2019. "Steering in Online Markets: The Role of Platform Incentives and Credibility," NBER Working Papers 25917, National Bureau of Economic Research, Inc.
    51. 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.
    52. 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.
    53. Claussen, Jörg & Kretschmer, Tobias & Khashabi, Pooyan & Seifried, Mareike, 2020. "Two to tango? Psychological contract breach in online labor markets," ZEW Discussion Papers 20-078, ZEW - Leibniz Centre for European Economic Research.
    54. Agrawal, Ajay & Lacetera, Nicola & Lyons, Elizabeth, 2016. "Does standardized information in online markets disproportionately benefit job applicants from less developed countries?," Journal of International Economics, Elsevier, vol. 103(C), pages 1-12.
    55. Borchert, Kathrin & Hirth, Matthias & Kummer, Michael E. & Laitenberger, Ulrich & Slivko, Olga & Viete, Steffen, 2018. "Unemployment and online labor," ZEW Discussion Papers 18-023, ZEW - Leibniz Centre for European Economic Research.

  22. Ajay K. Agrawal & Nicola Lacetera & Elizabeth Lyons, 2013. "Does Information Help or Hinder Job Applicants from Less Developed Countries in Online Markets?," NBER Working Papers 18720, National Bureau of Economic Research, Inc.

    Cited by:

    1. 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.
    2. Alan Benson & Aaron Sojourner & Akhmed Umyarov, 2018. "Can Reputation Discipline the Gig Economy? Experimental Evidence from an Online Labor Market," Opportunity and Inclusive Growth Institute Working Papers 16, Federal Reserve Bank of Minneapolis.
    3. Horton, John J. & Zeckhauser, Richard J., 2016. "The Causes of Peer Effects in Production: Evidence from a Series of Field Experiments," Working Paper Series 16-027, Harvard University, John F. Kennedy School of Government.
    4. Mark Graham & Isis Hjorth & Vili Lehdonvirta, 2017. "Digital labour and development: impacts of global digital labour platforms and the gig economy on worker livelihoods," Transfer: European Review of Labour and Research, , vol. 23(2), pages 135-162, May.
    5. Matthew Groh & David McKenzie & Nour Shammout & Tara Vishwanath, 2015. "Testing the importance of search frictions and matching through a randomized experiment in Jordan," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-20, December.
    6. Jaime DE MELO & Marcelo OLARREAGA, 2017. "Trade Related Institutions and Development," Working Papers P199, FERDI.
    7. Tjaden, Jasper & Schwemmer, Carsten & Khadjavi, Menusch, 2018. "Ride with Me - Ethnic Discrimination, Social Markets and the Sharing Economy," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181507, Verein für Socialpolitik / German Economic Association.
    8. Yili Hong & Chong (Alex) Wang & Paul A. Pavlou, 2016. "Comparing Open and Sealed Bid Auctions: Evidence from Online Labor Markets," Information Systems Research, INFORMS, vol. 27(1), pages 49-69, March.
    9. Lehdonvirta, Vili & Kässi, Otto & Hjorth, Isis & Barnard, Helena & Graham, Mark, 2018. "The Global Platform Economy: A New Offshoring Institution Enabling Emerging-Economy Microproviders," SocArXiv jt4z7, Center for Open Science.
    10. 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.
    11. Vera Brenčič, 2016. "The impact of Craigslist’s entry on competing employment websites," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-15, December.
    12. Martin Abel & Rulof Burger & Patrizio Piraino, 2017. "The value of reference letters," SALDRU Working Papers 207, Southern Africa Labour and Development Research Unit, University of Cape Town.
    13. Ajay Agrawal & John Horton & Nicola Lacetera & Elizabeth Lyons, 2013. "Digitization and the Contract Labor Market: A Research Agenda," NBER Working Papers 19525, National Bureau of Economic Research, Inc.
    14. Lukac, Martin & Grow, André, 2020. "Reputation systems and recruitment in online labor markets: insights from an agent-based model," LSE Research Online Documents on Economics 114454, London School of Economics and Political Science, LSE Library.
    15. Marios Kokkodis, 2021. "Dynamic, Multidimensional, and Skillset-Specific Reputation Systems for Online Work," Information Systems Research, INFORMS, vol. 32(3), pages 688-712, September.
    16. Cristiano Codagnone & Fabienne Abadie & Federico Biagi, 2016. "The Future of Work in the ‘Sharing Economy’. Market Efficiency and Equitable Opportunities or Unfair Precarisation?," JRC Research Reports JRC101280, Joint Research Centre.
    17. Martin Lukac & André Grow, 2021. "Reputation systems and recruitment in online labor markets: insights from an agent-based model," Journal of Computational Social Science, Springer, vol. 4(1), pages 207-229, May.
    18. Marios Kokkodis, 2023. "Adjusting Skillset Cohesion in Online Labor Markets: Reputation Gains and Opportunity Losses," Information Systems Research, INFORMS, vol. 34(3), pages 1245-1258, September.
    19. Tjaden, Jasper Dag & Schwemmer, Carsten & Khadjavi, Menusch, 2017. "Ride with me: Ethnic discrimination in social markets," Kiel Working Papers 2087, Kiel Institute for the World Economy (IfW Kiel).
    20. Moshe A. Barach & Joseph M. Golden & John J. Horton, 2019. "Steering in Online Markets: The Role of Platform Incentives and Credibility," NBER Working Papers 25917, National Bureau of Economic Research, Inc.
    21. Estrella Gomez-Herrera & Bertin Martens & Frank Muller-Langer, 2017. "Trade, competition and welfare in global online labour markets: A "gig economy" case study," JRC Working Papers on Digital Economy 2017-05, Joint Research Centre.
    22. Kevin Yili Hong & Alex Chong Wang & Paul A. Pavlou, 2013. "How does Bid Visibility Matter in Buyer-Determined Auctions? Comparing Open and Sealed Bid Auctions in Online Labor Markets," Working Papers 13-05, NET Institute.
    23. Guo Xu, 2015. "How Does Collective Reputation Affect Hiring? Selection and Sorting in an Online Labour Market," STICERD - Economic Organisation and Public Policy Discussion Papers Series 056, Suntory and Toyota International Centres for Economics and Related Disciplines, LSE.

  23. 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. 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.
    2. 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.
    3. Benjamin F. Jones, 2011. "The Human Capital Stock: A Generalized Approach," NBER Working Papers 17487, National Bureau of Economic Research, Inc.
    4. 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.
    5. 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.

  24. Cockburn, Iain M & Agrawal, Ajay & Galasso, Alberto & Oettl, Alexander, 2013. "Why are some regions more innovative than others? The role of firm size diversity," CEPR Discussion Papers 9766, C.E.P.R. Discussion Papers.

    Cited by:

    1. Riccardo Crescenzi & Max Nathan & Andrés Rodríguez-Pose, 2014. "Do Inventors Talk to Strangers? On Proximity and Collaborative Knowledge Creation," SERC Discussion Papers 0153, Centre for Economic Performance, LSE.
    2. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and innovation," Bank of Finland Research Discussion Papers 27/2015, Bank of Finland.
    3. Aaron Chatterji & Edward Glaeser & William Kerr, 2014. "Clusters of Entrepreneurship and Innovation," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 129-166.
    4. Agrawal, Ajay & Galasso, Alberto & Oettl, Alexander, 2014. "Roads and Innovation," CEPR Discussion Papers 10113, C.E.P.R. Discussion Papers.
    5. Senftleben-Koenig, Charlotte & Wielandt, Hanna, 2014. "Spatial wage inequality and technological change," SFB 649 Discussion Papers 2014-038, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    6. Yael V. Hochberg, 2015. "Accelerating Entrepreneurs and Ecosystems: The Seed Accelerator Model," NBER Chapters, in: Innovation Policy and the Economy, Volume 16, pages 25-51, National Bureau of Economic Research, Inc.
    7. Matthias Firgo & Peter Mayerhofer, 2015. "Wissens-Spillovers und regionale Entwicklung - welche strukturpolitische Ausrichtung optimiert des Wachstum?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 144, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    8. Diego Martínez-López & Manuel Palazuelos-Martínez, 2019. "Breaking with the Past in Smart Specialisation: A New Model of Selection of Business Stakeholders Within the Entrepreneurial Process of Discovery," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 10(4), pages 1643-1656, December.
    9. Yael V. Hochberg, 2016. "Accelerating Entrepreneurs and Ecosystems: The Seed Accelerator Model," Innovation Policy and the Economy, University of Chicago Press, vol. 16(1), pages 25-51.
    10. Edward L. Glaeser & Sari Pekkala Kerr & William R. Kerr, 2013. "Entrepreneurship And Urban Growth:An Empirical Assessment With Historical Mines," Working Papers 13-15, Center for Economic Studies, U.S. Census Bureau.
    11. Timothy Komarek & Scott Loveridge, 2015. "Firm Sizes And Economic Development: Estimating Long-Term Effects On U.S. County Growth, 1990–2000," Journal of Regional Science, Wiley Blackwell, vol. 55(2), pages 262-279, March.
    12. Charlotte Senftleben-König & Hanna Wielandt, "undated". "Spatial Wage Inequality and Technological Change," BDPEMS Working Papers 2014008, Berlin School of Economics.
    13. Timothy M. Komarek & Scott Loveridge, 2014. "Too Big? Too Small? Just Right? An Empirical Perspective on Local Firm Size Distribution and Economic Growth in U.S. Counties and High-Poverty Rural Regions," Economic Development Quarterly, , vol. 28(1), pages 28-41, February.
    14. Monica Coffano & Dominique Foray, 2014. "The Centrality of Entrepreneurial Discovery in Building and Implementing a Smart Specialisation Strategy," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2014(1), pages 33-50.
    15. Carlo MENON, 2014. "La propagation des grandes idées? L\'impact de l\'activité de brevet des firmes leader sur les inventeurs locaux," Cahiers du GREThA (2007-2019) 2014-11, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    16. Robert W. Helsley & William C. Strange, 2014. "Coagglomeration, Clusters, and the Scale and Composition of Cities," Journal of Political Economy, University of Chicago Press, vol. 122(5), pages 1064-1093.

  25. 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. 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).
    2. Parker, Simon C., 2014. "Crowdfunding, cascades and informed investors," Economics Letters, Elsevier, vol. 125(3), pages 432-435.
    3. 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.
    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. Marie-Josèphe Leroux-Sostenes & Emmanuel Bayle, 2019. "The crowdfunding of sport -paving the way to shared sponsorship?," Post-Print hal-02378352, HAL.
    6. Bryan Bollinger & Song Yao, 2018. "Risk transfer versus cost reduction on two-sided microfinance platforms," Quantitative Marketing and Economics (QME), Springer, vol. 16(3), pages 251-287, September.
    7. 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.
    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. 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.
    10. Chun-Yueh Lin & Yi-Hsien Wang, 2021. "Evaluating the Optimal External Equity Financing Strategy and Critical Factors for the Startup of Lending Company in Taiwan: An Application of Expert Network Decision Model," Mathematics, MDPI, vol. 9(18), pages 1-15, September.
    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. Angela Mariani & Simona Monteleone & Donatella Privitera, 2017. "Crowdfunding as social innovation practice: Experiences in Italy," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 2017(2), pages 67-82.
    13. Matthew Ellman & Michele Fabi, 2022. "A Theory of Crowdfunding Dynamics," Working Papers 1349, Barcelona School of Economics.
    14. Zhao, Liang & Sun, Zhe & Chen, Si & Gugnani, Ritika & Sahore, Nidhi, 2024. "Social media opinion leaders and information diffusion of crowdfunding projects: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 200(C).
    15. Gamble, Jordan Robert & Brennan, Michael & McAdam, Rodney, 2017. "A rewarding experience? Exploring how crowdfunding is affecting music industry business models," Journal of Business Research, Elsevier, vol. 70(C), pages 25-36.
    16. Carla Martínez-Climent & Ricardo Costa-Climent & Pejvak Oghazi, 2019. "Sustainable Financing through Crowdfunding," Sustainability, MDPI, vol. 11(3), pages 1-16, February.
    17. Samuel Ribeiro-Navarrete & Juan Piñeiro-Chousa & M. Ángeles López-Cabarcos & Daniel Palacios-Marqués, 2022. "Crowdlending: mapping the core literature and research frontiers," Review of Managerial Science, Springer, vol. 16(8), pages 2381-2411, November.
    18. Mollick, Ethan, 2014. "The dynamics of crowdfunding: An exploratory study," Journal of Business Venturing, Elsevier, vol. 29(1), pages 1-16.
    19. 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.
    20. 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.
    21. Hornuf, Lars & Schwienbacher, Armin, 2014. "The Emergence of Crowdinvesting in Europe," Discussion Papers in Economics 21388, University of Munich, Department of Economics.
    22. Grüner, Hans Peter & Siemroth, Christoph, 2017. "Crowdfunding, Efficiency, and Inequality," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168081, Verein für Socialpolitik / German Economic Association.
    23. 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.
    24. Gerrit K.C. Ahlers & Douglas Cumming & Christina Günther & Denis Schweizer, 2015. "Signaling in Equity Crowdfunding," Entrepreneurship Theory and Practice, , vol. 39(4), pages 955-980, July.
    25. 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.
    26. Javier Ramos, 2014. "Crowdfunding and the Role of Managers in Ensuring the Sustainability of Crowdfunding Platforms," JRC Research Reports JRC85752, Joint Research Centre.
    27. Saif Ullah & Yulin Zhou, 2020. "Gender, Anonymity and Team: What Determines Crowdfunding Success on Kickstarter," JRFM, MDPI, vol. 13(4), pages 1-26, April.
    28. Herrmann, Johannes & Hjertström, Alexander & Avdeitchikova, Sofia, 2015. "The Influence of Functional and Relational Proximities on Business Angel Investments," Ratio Working Papers 253, The Ratio Institute.
    29. 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.
    30. Kristin Hommel & Peter M. Bican, 2020. "Digital Entrepreneurship in Finance: Fintechs and Funding Decision Criteria," Sustainability, MDPI, vol. 12(19), pages 1-18, September.
    31. Crosetto, P. & Regner, T., 2015. "Crowdfunding: determinants of success and funding dynamics," Working Papers 2015-02, Grenoble Applied Economics Laboratory (GAEL).
    32. Garrett T. Senney & Jonathan R. Lhost, 2024. "Balancing Attraction and Risk Revelation: The Optimal Reservation Price in Peer-to-Peer Loan Auctions," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 64(2), pages 289-314, March.
    33. 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.
    34. Evila Piva & Cristina Rossi-Lamastra, 2018. "Human capital signals and entrepreneurs’ success in equity crowdfunding," Small Business Economics, Springer, vol. 51(3), pages 667-686, October.
    35. 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.
    36. Freedman, Seth & Jin, Ginger Zhe, 2017. "The information value of online social networks: Lessons from peer-to-peer lending," International Journal of Industrial Organization, Elsevier, vol. 51(C), pages 185-222.
    37. 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.
    38. Longyuan Du & Ming Hu & Jiahua Wu, 2022. "Contingent stimulus in crowdfunding," Production and Operations Management, Production and Operations Management Society, vol. 31(9), pages 3543-3558, September.
    39. Bergmann, Ariel & Burton, Bruce & Klaes, Matthias, 2021. "European perceptions on crowdfunding for renewables: Positivity and pragmatism," Ecological Economics, Elsevier, vol. 179(C).
    40. Marina Damilano & Cristina Rovera, 2021. "The Crowdfunding: A New Financial Instrument for the Start-Ups?," International Journal of Business and Management, Canadian Center of Science and Education, vol. 13(11), pages 199-199, July.
    41. Mäschle, Oliver & Dalvai, Wilfried, 2016. "Rationing and screening in crowdinvesting-markets," Thuenen-Series of Applied Economic Theory 142, University of Rostock, Institute of Economics.
    42. 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.
    43. Nikolaos Daskalakis, 2023. "COVID-19 Effects on Reward-based Crowdfunding Campaigns," Business & Entrepreneurship Journal, SCIENPRESS Ltd, vol. 12(2), pages 1-6.
    44. Kavitha P & Pankaj Kumar Baag, 2018. "Crowdfunding for Entrepreneurs- analysis of the Institutional Work," Working papers 272, Indian Institute of Management Kozhikode.
    45. Rubinton, Brian J, 2011. "Crowdfunding: disintermediated investment banking," MPRA Paper 31649, University Library of Munich, Germany.
    46. 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.
    47. 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.
    48. Ali Palali & Bas Straathof & Rinske Windig, 2017. "The effect of geographical distance on online transactions: Evidence from the Netherlands," CPB Discussion Paper 362, CPB Netherlands Bureau for Economic Policy Analysis.
    49. 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).
    50. 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.
    51. 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.
    52. 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.
    53. 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.
    54. Christian Handke & Carolina Dalla Chiesa, 2022. "The art of crowdfunding arts and innovation: the cultural economic perspective," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 46(2), pages 249-284, June.
    55. Tran Thi Thanh Tu & Dinh Phuong Anh & Tang Thi Ha Thu, 2018. "Exploring Factors Influencing the Success of Crowdfunding Campaigns of Startups in Vietnam," Accounting and Finance Research, Sciedu Press, vol. 7(2), pages 1-19, May.
    56. Paulo Mourao & Marco António Pinheiro Silveira & Rodrigo Santos De Melo, 2018. "Many Are Never Too Many: An Analysis of Crowdfunding Projects in Brazil," IJFS, MDPI, vol. 6(4), pages 1-13, November.
    57. 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.
    58. Jonathan Timmis, 2013. "Internet Adoption and Firm Exports in Developing Economies," Discussion Papers 2013-05, University of Nottingham, GEP.
    59. David Cimon, 2023. "Crowdfunding and Risk," Staff Working Papers 23-28, Bank of Canada.
    60. Roland Strausz, 2016. "A Theory of Crowdfunding - A Mechanism Design Approach with Demand Uncertainty and Moral Hazard," CESifo Working Paper Series 6100, CESifo.
    61. Heba Gazzaz, 2019. "Crowdfunding in Saudi Arabia: A Case Study of the Manafa Platform," International Journal of Economics and Finance, Canadian Center of Science and Education, vol. 11(11), pages 1-72, November.
    62. Rose, Stefan & Wentzel, Daniel & Hopp, Christian & Kaminski, Jermain, 2021. "Launching for success: The effects of psychological distance and mental simulation on funding decisions and crowdfunding performance," Journal of Business Venturing, Elsevier, vol. 36(6).
    63. Guillochon, Justine, 2022. "The role of media, policy and regional heterogeneity in renewable energy project crowdfunding," Energy Economics, Elsevier, vol. 115(C).
    64. Joseph Denis Njayou Oyong, 2022. "Analyse Exploratoire De La Représentation Du Marche De L'Equity Crowdfunding Par Les Investisseurs Particuliers Exploratory Analysis Of The Perception Of Individual Investors Of The Equity Crowdfundin," Post-Print hal-03777041, HAL.
    65. Alexander Ward & Brizeida Hernández-Sánchez & Jose C. Sánchez-García, 2019. "Entrepreneurial Intentions in Students from a Trans-National Perspective," Administrative Sciences, MDPI, vol. 9(2), pages 1-13, May.
    66. 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.
    67. Ming Hu & Xi Li & Mengze Shi, 2015. "Product and Pricing Decisions in Crowdfunding," Marketing Science, INFORMS, vol. 34(3), pages 331-345, May.
    68. Zhu, Lijing & Zhang, Qi & Lu, Huihui & Li, Hailong & Li, Yan & McLellan, Benjamin & Pan, Xunzhang, 2017. "Study on crowdfunding’s promoting effect on the expansion of electric vehicle charging piles based on game theory analysis," Applied Energy, Elsevier, vol. 196(C), pages 238-248.
    69. BELLEFLAMME, Paul & LAMBERT, Thomas & SCHWIENBACHER, Armin, 2011. "Crowdfunding: tapping the right crowd," LIDAM Discussion Papers CORE 2011032, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    70. 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.
    71. Marie Beck & Oliviane Brodin & Jean-François Mallet, 2016. "When the crowd finances: the role of the project, of the project's bearer and the platform in the willingness to participate," Post-Print hal-03350108, HAL.
    72. Joanna Bednarz & Magdalena Markiewicz & Agnieszka Ploska, 2017. "The determinants and development of crowdfunding in the Central and Eastern Europe countries," Ekonomia i Prawo, Uniwersytet Mikolaja Kopernika, vol. 16(3), pages 275-285, September.
    73. Wojciech Hardy, 2013. "How to perfectly discriminate in a crowd? A theoretical model of crowdfunding," Working Papers 2013-16, Faculty of Economic Sciences, University of Warsaw.
    74. Laurentiu-Cristian Ciobotaru & Sul Kim & Arthur Soest, 2021. "Household Preferences for Investing in Crowdfunding," De Economist, Springer, vol. 169(4), pages 499-522, November.
    75. Yang Xu & Xu Wang & Qiang Zhou, 2023. "Pricing and Quality Strategies in Crowdfunding with Network Externality," Journal of Optimization Theory and Applications, Springer, vol. 196(1), pages 98-125, January.
    76. Xiaocong Yang & Kai Zhao & Xiaobo Tao & Eric Shiu, 2019. "Developing and Validating a Theory-Based Model of Crowdfunding Investment Intention—Perspectives from Social Exchange Theory and Customer Value Perspective," Sustainability, MDPI, vol. 11(9), pages 1-18, May.
    77. 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.
    78. Silvio Vismara, 2018. "Information Cascades among Investors in Equity Crowdfunding," Entrepreneurship Theory and Practice, , vol. 42(3), pages 467-497, May.
    79. Juanjuan Zhang & Peng Liu, 2012. "Rational Herding in Microloan Markets," Management Science, INFORMS, vol. 58(5), pages 892-912, May.
    80. Salahaldin, Linda & Varma, Vineeth S. & Elayoubi, Salah Eddine, 2022. "When and how to intervene for saving an entrepreneur’s crowdfunding campaign," Finance Research Letters, Elsevier, vol. 50(C).
    81. Salvatore Esposito De Falco & Tiziana Volpe & Nicola Cucari, 2015. "Civic crowdfunding e valore del territorio: un?analisi empirica attraverso due piattaforme italiane," ECONOMIA E DIRITTO DEL TERZIARIO, FrancoAngeli Editore, vol. 2015(1), pages 185-202.
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    83. Garry Bruton & Susanna Khavul & Donald Siegel & Mike Wright, 2015. "New Financial Alternatives in Seeding Entrepreneurship: Microfinance, Crowdfunding, and Peer–to–Peer Innovations," Entrepreneurship Theory and Practice, , vol. 39(1), pages 9-26, January.
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    85. Kshetri, Nir, 2018. "Informal Institutions and Internet-based Equity Crowdfunding," Journal of International Management, Elsevier, vol. 24(1), pages 33-51.
    86. Elitzur, Ramy & Solodoha, Eliran, 2021. "Does gender matter? Evidence from crowdfunding," Journal of Business Venturing Insights, Elsevier, vol. 16(C).
    87. Armin Schwienbacher, 2018. "Entrepreneurial risk-taking in crowdfunding campaigns," Small Business Economics, Springer, vol. 51(4), pages 843-859, December.
    88. Mingchun Chen & Zhiying Liu & Chaoliang Ma & Xiuyuan Gong, 2021. "A distinctive early bird price in reward-based crowdfunding," Electronic Commerce Research, Springer, vol. 21(2), pages 347-370, June.
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    109. Ina Ganguli, 2015. "Immigration and Ideas: What Did Russian Scientists "Bring" to the United States?," Journal of Labor Economics, University of Chicago Press, vol. 33(S1), pages 257-288.
    110. Herstad, Sverre J. & Sandven, Tore & Ebersberger, Bernd, 2015. "Recruitment, knowledge integration and modes of innovation," Research Policy, Elsevier, vol. 44(1), pages 138-153.
    111. 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.
    112. Kim, Jin-Hyuk, 2013. "Employee Poaching: Why It Can Be Predatory," MPRA Paper 82377, University Library of Munich, Germany.
    113. Kelchtermans, Stijn & Leten, Bart & Rabijns, Maarten & Riccaboni, Massimo, 2022. "Do licensors learn from out-licensing? Empirical evidence from the pharmaceutical industry," Technovation, Elsevier, vol. 112(C).
    114. Ralf R. Meisenzahl & Joel Mokyr, 2011. "The Rate and Direction of Invention in the British Industrial Revolution: Incentives and Institutions," NBER Chapters, in: The Rate and Direction of Inventive Activity Revisited, pages 443-479, National Bureau of Economic Research, Inc.
    115. Merida, Adrian L. & Rocha, Vera, 2021. "It's about time: The timing of entrepreneurial experience and the career dynamics of university graduates," Research Policy, Elsevier, vol. 50(1).
    116. Hongxin Zhao & Muammer Ozer & Weidong Rong & Reuben Mondejar, 2019. "Do Management Innovations of Indigenous Firms Benefit from Managerial Spillovers from Multinational Enterprises?," Management International Review, Springer, vol. 59(6), pages 919-947, December.
    117. Khanna, Rajat, 2023. "Passing the torch of knowledge: Star death, collaborative ties, and knowledge creation," Research Policy, Elsevier, vol. 52(1).
    118. Michael Roach & Wesley M. Cohen, 2013. "Lens or Prism? Patent Citations as a Measure of Knowledge Flows from Public Research," Management Science, INFORMS, vol. 59(2), pages 504-525, October.
    119. Argote, Linda & Fahrenkopf, Erin, 2016. "Knowledge transfer in organizations: The roles of members, tasks, tools, and networks," Organizational Behavior and Human Decision Processes, Elsevier, vol. 136(C), pages 146-159.
    120. Di Lorenzo, Francesco & Almeida, Paul, 2017. "The role of relative performance in inter-firm mobility of inventors," Research Policy, Elsevier, vol. 46(6), pages 1162-1174.
    121. Ding, Ding, 2015. "Leaning from multinational companies through hiring: An empirical investigation," Working Paper Series in Economics and Institutions of Innovation 402, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    122. Kenneth G Huang & Jiatao Li, 2019. "Adopting knowledge from reverse innovations? Transnational patents and signaling from an emerging economy," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 50(7), pages 1078-1102, September.
    123. Ernest Miguele & Rosina Moreno, 2012. "Do labour mobility and networks foster geographical knowledge diffusion? The case of European regions," Working Papers XREAP2012-14, Xarxa de Referència en Economia Aplicada (XREAP), revised Jul 2012.
    124. Joel Blit, 2018. "Foreign R&D satellites as a medium for the international diffusion of knowledge," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 51(4), pages 1118-1150, November.
    125. Schweisfurth, Tim G. & Raasch, Christina, 2015. "Embedded lead users—The benefits of employing users for corporate innovation," Research Policy, Elsevier, vol. 44(1), pages 168-180.
    126. Inessa Love & Beata Javorcik & Arlan Brucal, 2017. "Pollution Haven or Halo? Evidence from Foreign Acquisitions in Indonesia," 2017 Meeting Papers 306, Society for Economic Dynamics.
    127. Arzi Adbi, 2023. "Financial Sustainability of For-Profit Versus Non-Profit Microfinance Organizations Following a Scandal," Journal of Business Ethics, Springer, vol. 188(1), pages 57-74, November.
    128. Sverre J. Herstad & Marte C. W. Solheim & Marit Engen, 2021. "Collected worker experiences, knowledge management practices and service innovation in urban Norway," Papers in Regional Science, Wiley Blackwell, vol. 100(6), pages 1501-1525, December.
    129. David Youngberg & Joshua Hall, 2020. "Inventor Mobility, Human Capital, and the Propensity to Patent," Working Papers 20-10, Department of Economics, West Virginia University.
    130. Asheim, Bjørn & M. Bugge, Markus & Coenen, Lars & Herstad, Sverre, 2013. "What Does Evolutionary Economic Geography Bring To The Policy Table? Reconceptualising regional innovation systems," Papers in Innovation Studies 2013/5, Lund University, CIRCLE - Centre for Innovation Research.
    131. Varshney, Mayank, 2023. "Learning-by-hiring: How do rival firms learn from focal firm's hiring," Research Policy, Elsevier, vol. 52(2).
    132. Daniel Tzabbar & Jeongsik (Jay) Lee & Donghwi (Josh) Seo, 2022. "Collaborative structure and post‐mobility knowledge spillovers: A dyadic approach," Strategic Management Journal, Wiley Blackwell, vol. 43(9), pages 1728-1762, September.
    133. Khanna, Rajat, 2021. "Aftermath of a tragedy: A star's death and coauthors’ subsequent productivity," Research Policy, Elsevier, vol. 50(2).
    134. Ithai Stern & Xin Deng & Guoli Chen & Huasheng Gao, 2021. "The “butterfly effect” in strategic human capital: Mitigating the endogeneity concern about the relationship between turnover and performance," Strategic Management Journal, Wiley Blackwell, vol. 42(13), pages 2493-2510, December.

  27. 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. 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).
    2. 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).
    3. 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.
    4. Othmar M. Lehner, 2013. "Crowdfunding social ventures: a model and research agenda," Venture Capital, Taylor & Francis Journals, vol. 15(4), pages 289-311, October.
    5. 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.
    6. Stéphane Onnee & Sophie Renault, 2015. "Crowdfunding: principles, trends and issues," Post-Print hal-01712731, HAL.
    7. 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.
    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.

  28. Ajay K. Agrawal & Iain M. Cockburn & Carlos Rosell, 2009. "Not Invented Here? Innovation in Company Towns," NBER Working Papers 15437, National Bureau of Economic Research, Inc.

    Cited by:

    1. Pietro, Francesca Di & Bogers, Marcel L.A.M. & Prencipe, Andrea, 2021. "Organisational barriers and bridges to crowd openness in equity crowdfunding," Technological Forecasting and Social Change, Elsevier, vol. 162(C).
    2. Khan, Zaheer & Lew, Yong Kyu & Marinova, Svetla, 2019. "Exploitative and exploratory innovations in emerging economies: The role of realized absorptive capacity and learning intent," International Business Review, Elsevier, vol. 28(3), pages 499-512.
    3. Hannen, Julian & Antons, David & Piller, Frank & Salge, Torsten Oliver & Coltman, Tim & Devinney, Timothy M., 2019. "Containing the Not-Invented-Here Syndrome in external knowledge absorption and open innovation: The role of indirect countermeasures," Research Policy, Elsevier, vol. 48(9), pages 1-1.
    4. Kerr, William R., 2010. "Breakthrough inventions and migrating clusters of innovation," Journal of Urban Economics, Elsevier, vol. 67(1), pages 46-60, January.
    5. Beatriz P Almeida & Eduardo Gonçalves & Raquel Coelho Reis, 2019. "Path dependence and regional lock-in: an analysis using patent self-citations," Economics Bulletin, AccessEcon, vol. 39(4), pages 2865-2874.
    6. Dongwoo Kang & Sandy Dall’erba, 2016. "Exploring the spatially varying innovation capacity of the US counties in the framework of Griliches’ knowledge production function: a mixed GWR approach," Journal of Geographical Systems, Springer, vol. 18(2), pages 125-157, April.
    7. 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.
    8. Nivedita Mukherji & Jonathan Silberman, 2013. "Absorptive Capacity, Knowledge Flows, And Innovation In U.S. Metropolitan Areas," Journal of Regional Science, Wiley Blackwell, vol. 53(3), pages 392-417, August.
    9. Yasusada Murata & Ryo Nakajima & Ryosuke Okamoto & Ryuichi Tamura, 2011. "Localized knowledge spillovers and patent citations: A distance-based approach," KIER Working Papers 763, Kyoto University, Institute of Economic Research.
    10. Hussinger, Katrin & Wastyn, Annelies, 2011. "In search for the not-invented-here syndrome: The role of knowledge sources and firm success," ZEW Discussion Papers 11-048, ZEW - Leibniz Centre for European Economic Research.
    11. Jillian D. Chown & Christopher C. Liu, 2015. "Geography and power in an organizational forum: Evidence from the U.S. Senate Chamber," Strategic Management Journal, Wiley Blackwell, vol. 36(2), pages 177-196, February.
    12. Sarah Armitage & Noël Bakhtian & Adam Jaffe, 2024. "Innovation Market Failures and the Design of New Climate Policy Instruments," Environmental and Energy Policy and the Economy, University of Chicago Press, vol. 5(1), pages 4-48.
    13. Bourke, Jane & Roper, Stephen & Love, James H., 2020. "Innovation in legal services: The practices that influence ideation and codification activities," Journal of Business Research, Elsevier, vol. 109(C), pages 132-147.
    14. Lenzi, Camilla, 2016. "Co-invention networks and inventive productivity in US citiesAuthor-Name: Breschi, Stefano," Journal of Urban Economics, Elsevier, vol. 92(C), pages 66-75.
    15. Jordi Jofre-Monseny & Raquel Marín-López & Elisabet Viladecans-Marsal, 2012. "What underlies localization and urbanization economies? Evidence from the location of new firms," Working Papers XREAP2012-08, Xarxa de Referència en Economia Aplicada (XREAP), revised May 2012.
    16. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and innovation," Bank of Finland Research Discussion Papers 27/2015, Bank of Finland.
    17. Robert-Nicoud, Frédéric & Kerr, William, 2019. "Tech Clusters," CEPR Discussion Papers 14143, C.E.P.R. Discussion Papers.
    18. Jordi Jofre-Monseny & Raquel Marín-López & Elisabet Viladecans-Marsal, 2014. "The Determinants Of Localization And Urbanization Economies: Evidence From The Location Of New Firms In Spain," Journal of Regional Science, Wiley Blackwell, vol. 54(2), pages 313-337, March.
    19. Aaron Chatterji & Edward Glaeser & William Kerr, 2014. "Clusters of Entrepreneurship and Innovation," Innovation Policy and the Economy, University of Chicago Press, vol. 14(1), pages 129-166.
    20. Diemer, Andreas & Regan, Tanner, 2022. "No inventor is an island: Social connectedness and the geography of knowledge flows in the US," Research Policy, Elsevier, vol. 51(2).
    21. Akcigit, Ufuk & Kerr, William, 2016. "Growth through Heterogeneous Innovations," CEPR Discussion Papers 11660, C.E.P.R. Discussion Papers.
    22. Castaldi, Carolina & Los, Bart, 2017. "Geographical patterns in US inventive activity 1977–1998: The “regional inversion” was underestimated," Research Policy, Elsevier, vol. 46(7), pages 1187-1197.
    23. Aurélie LALANNE & Guillaume POUYANNE, 2012. "Ten years of metropolization in economics: a bibliometric approach (In French)," Cahiers du GREThA (2007-2019) 2012-11, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    24. Alam, Md Razib & Dalziel, Margaret & Cozzarin, Brian P., 2022. "Invented here but owned elsewhere: The widening gap between domestic and foreign patent ownership in Canada," Technological Forecasting and Social Change, Elsevier, vol. 175(C).
    25. Stephen Roper & James Love & Ying Zhou, 2014. "Knowledge context, learning and innovation: an integrating framework," Research Papers 0020, Enterprise Research Centre.
    26. Peng Zhang & Canfei He & Yifei Sun, 2014. "Agglomeration economies and firm R&D efforts: an analysis of China’s electronics and telecommunications industries," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 53(3), pages 671-701, November.
    27. Paul J. Maliszewski & Breandán Ó hUallacháin, 2012. "Hierarchy and concentration in the American urban system of technological advance," Papers in Regional Science, Wiley Blackwell, vol. 91(4), pages 743-758, November.
    28. Jofre-Monseny, Jordi & Marín-López, Raquel & Viladecans-Marsal, Elisabet, 2011. "The mechanisms of agglomeration: Evidence from the effect of inter-industry relations on the location of new firms," Journal of Urban Economics, Elsevier, vol. 70(2-3), pages 61-74, September.
    29. Tolstoguzov Oleg Viktorovich & Belykh Anastasia Dmitrievna, 2021. "Network Intelligence as a Necessity of the New Time," International Journal of Emerging Trends in Social Sciences, Asian Online Journal Publishing Group, vol. 10(2), pages 61-74.
    30. Marion A. Weissenberger-Eibl & Tim Hampel, 2021. "Bridging the gap: integrating external knowledge from open innovation platforms," SN Business & Economics, Springer, vol. 1(7), pages 1-32, July.
    31. Beatriz Pereira Almeida & Eduardo Gonçalves & André Suriane Silva & Raquel Coelho Reis, 2021. "Internalization of knowledge spillovers by regions: a measure based on self-citation patents," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(2), pages 309-330, April.
    32. Hannigan, Timothy R. & Seidel, Victor P. & Yakis-Douglas, Basak, 2018. "Product innovation rumors as forms of open innovation," Research Policy, Elsevier, vol. 47(5), pages 953-964.
    33. Ufuk Akcigit & William Kerr, 2015. "Growth through Heterogeneous Innovation, Second Version," PIER Working Paper Archive 15-020, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania, revised 25 Mar 2015.
    34. Silveli Cristo-Andrade & João J. Ferreira, 2020. "Knowledge spillovers and strategic entrepreneurship: what researches and approaches?," International Entrepreneurship and Management Journal, Springer, vol. 16(1), pages 263-286, March.
    35. Wuestman, Mignon L. & Hoekman, Jarno & Frenken, Koen, 2019. "The geography of scientific citations," Research Policy, Elsevier, vol. 48(7), pages 1771-1780.
    36. Yasusada Murata & Ryo Nakajima & Ryosuke Okamoto & Ryuichi Tamura, 2013. "Localized knowledge spillovers and patent citations: A distance-based approach (revised version)," GRIPS Discussion Papers 12-18, National Graduate Institute for Policy Studies.
    37. Hsini Huang, 2020. "The effect of the small-firm dominated ecology on regional innovation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(3), pages 703-725, December.
    38. Filippi, S. & Barattin, D., 2014. "Definition and exploitation of trends of evolution about interaction," Technological Forecasting and Social Change, Elsevier, vol. 86(C), pages 216-236.
    39. Meiqi Jiao & Debin Du & Wentian Shi & Chunguang Hou & Qinchang Gui, 2021. "Dynamic Absorptive Capability and Innovation Performance: Evidence from Chinese Cities," Sustainability, MDPI, vol. 13(20), pages 1-20, October.
    40. Vestal, Alex & Danneels, Erwin, 2018. "Knowledge exchange in clusters: The contingent role of regional inventive concentration," Research Policy, Elsevier, vol. 47(10), pages 1887-1903.
    41. Wai, Sebastian, 2023. "Inventor mobility and spillovers in the early semiconductor industry," Technology in Society, Elsevier, vol. 75(C).
    42. Qingyi Chen & Yuting Liu & Zuolin Yao, 2024. "Spatial–Temporal Pattern Evolution and Differentiation Mechanism of Urban Dual Innovation: A Case Study of China’s Three Major Urban Agglomerations," Land, MDPI, vol. 13(9), pages 1-22, August.
    43. Hongwei Dai & Yiwei Liu & Heyang Li & Aochen Cao, 2024. "Depth and Width of Collaborative Innovation Networks and High-Quality Development," Sustainability, MDPI, vol. 16(14), pages 1-30, July.
    44. Becker, Bettina & Roper, Stephen & Vanino, Enrico, 2023. "Assessing innovation spillovers from publicly funded R&D and innovation support: Evidence from the UK," Technovation, Elsevier, vol. 128(C).
    45. Belykh, Anastasia & Tolstoguzov, Oleg, 2021. "Исследование Интеллектуального Потенциала Российских Регионов И Оценка Их Резилентности [Research of intellectual potential of Russian regions and assessment of their resilence]," MPRA Paper 110862, University Library of Munich, Germany.
    46. Nadezhda Zamyatina & Alexander Pilyasov, 2016. "Single-Industry Towns of Russia: Lock-In and Drivers of Innovative Search," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 10(3), pages 53-64.
    47. Zacchia, Paolo, 2018. "Benefiting colleagues but not the city: Localized effects from the relocation of superstar inventors," Research Policy, Elsevier, vol. 47(5), pages 992-1005.

  29. Ajay Agrawal & Devesh Kapur & John McHale, 2008. "Brain Drain or Brain Bank? The Impact of Skilled Emigration on Poor-Country Innovation," NBER Working Papers 14592, National Bureau of Economic Research, Inc.

    Cited by:

    1. Ernest Miguélez & R. Moreno, 2015. "Knowledge flows and the absorptive capacity of regions," Post-Print hal-03141606, HAL.
    2. Leonardo Mazzoni & Massimo Riccaboni & Erik Stam, 2024. "Entrepreneurial Ecosystems and Interregional Flows of Entrepreneurial Talent," Papers in Evolutionary Economic Geography (PEEG) 2426, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Aug 2024.
    3. Ernest Miguelez & Valentina Di Iasio, 2021. "The ties that bind and transform: knowledge remittances, relatedness and the direction of technical change," Post-Print hal-03505186, HAL.
    4. H.S. Geyer, 2011. "Creativity, Wellbeing and Urban Sustainability: Areas in Which the North and the South Can Learn from Each Other," Chapters, in: H. S. Geyer (ed.), International Handbook of Urban Policy, Volume 3, chapter 12, Edward Elgar Publishing.
    5. Shahid Mohammad Khan Ghauri & Kashif Javaid & Dr. Muhammad Ramzan, 2012. "Determinants of growth of Islamic Retail Bank in Pakistan," International Journal of Business and Social Research, LAR Center Press, vol. 2(7), pages 70-84, December.
    6. Ernest Miguélez & Rosina Moreno, 2013. "“Mobility, networks and innovation: The role of regions’ absorptive capacity”," AQR Working Papers 201308, University of Barcelona, Regional Quantitative Analysis Group, revised Oct 2013.
    7. Kerr, William R., 2010. "Breakthrough inventions and migrating clusters of innovation," Journal of Urban Economics, Elsevier, vol. 67(1), pages 46-60, January.
    8. Gaetan de Rassenfosse & Tetiana Murovana & Wolf-Hendrik Uhlbach, 2023. "The Effect of War on Ukrainian Research," Working Papers 25, Chair of Science, Technology, and Innovation Policy.
    9. Hajer Habib, 2023. "Remittances and Labor Supply: Evidence from Tunisia," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 14(2), pages 1870-1899, June.
    10. Cepoi Victor, 2023. "The Diaspora’s influence on Regional Innovation Performance – a new theoretical and empirical approach toward understanding it," Social Change Review, Sciendo, vol. 20(1), pages 45-76, December.
    11. 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.
    12. Ernest Miguelez & Claudia Noumedem Temgoua, 2020. "Inventor Migration and Knowledge Flows: A Two-Way Communication Channel ?," Post-Print hal-03097427, HAL.
    13. Shiri M. Breznitz & Qiantao Zhang, 2020. "Determinants of graduates’ entrepreneurial activity," Small Business Economics, Springer, vol. 55(4), pages 1039-1056, December.
    14. Dany Bahar, 2020. "Diasporas and Economic Development: A Review of the Evidence and Policy," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 62(2), pages 200-214, June.
    15. Frédéric DOCQUIER & Elisabetta LODIGIANI & Hillel RAPOPORT & Maurice SCHIFF, 2016. "Emigration and democracy," Working Papers P155, FERDI.
    16. Falck, Oliver & Heblich, Stephan & Lameli, Alfred & Sudekum, Jens, 2011. "Dialects, Cultural Identity, and Economic Exchange," Stirling Economics Discussion Papers 2011-01, University of Stirling, Division of Economics.
    17. Adovor, E. & Czaika, M. & Docquier, F. & Moullan, Y., 2021. "Medical brain drain: How many, where and why?," Journal of Health Economics, Elsevier, vol. 76(C).
    18. Luca MARCHIORI & I-Ling SHEN & Frederic DOCQUIER, 2009. "Brain drain in globalization A general equilibrium analysis from the sending countries’ perspective," LIDAM Discussion Papers IRES 2009013, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    19. Sari Pekkala Kerr & William R. Kerr & William F. Lincoln, 2014. "Firms and the Economics of Skilled Immigration," Harvard Business School Working Papers 14-102, Harvard Business School.
    20. Sari Pekkala Kerr & William Kerr & Çaǧlar Özden & Christopher Parsons, 2016. "High-Skilled Migration and Agglomeration," NBER Working Papers 22926, National Bureau of Economic Research, Inc.
    21. David de la Croix & Frédéric Docquier & Alice Fabre & Robert Stelter, 2024. "The Academic Market and The Rise of Universities in Medieval and Early Modern Europe (1000–1800)," Working Papers hal-04603053, HAL.
    22. Ernest Miguélez, 2018. "Inventor Diasporas and the Internationalization of Technology," The World Bank Economic Review, World Bank, vol. 32(1), pages 41-63.
    23. C. Fritz Foley & William R. Kerr, 2013. "Ethnic Innovation and U.S. Multinational Firm Activity," Management Science, INFORMS, vol. 59(7), pages 1529-1544, July.
    24. Rapoport, Hillel, 2016. "Migration and Globalization: What's in it for Developing Countries?," IZA Discussion Papers 10109, Institute of Labor Economics (IZA).
    25. Grazia D. Santangelo & Anupama Phene, 2022. "Knowledge sourcing by the multinational enterprise: An individual creativity-based model," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 53(3), pages 434-448, April.
    26. Frederic Docquier & Hillel Rapoport, 2011. "Globalization, Brain Drain and Development," CID Working Papers 219, Center for International Development at Harvard University.
    27. Alireza Naghavi & Chiara Strozzi, 2017. "Intellectual property rights and diaspora knowledge networks: Can patent protection generate brain gain from skilled migration?," Canadian Journal of Economics, Canadian Economics Association, vol. 50(4), pages 995-1022, November.
    28. 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.
    29. D'Ambrosio, Anna & Montresor, Sandro & Parrilli, Mario Davide & Quatraro, Francesco, 2017. "Migration, communities-on-the-move and international innovation networks: An empirical analysis of Spanish regions," Department of Economics and Statistics Cognetti de Martiis. Working Papers 201701, University of Turin.
    30. Thomas Kemeny, 2013. "Immigrant Diversity and Economic Development in Cities: A Critical Review," SERC Discussion Papers 0149, Centre for Economic Performance, LSE.
    31. Stefano Breschi & Francesco Lissoni & Gianluca Tarasconi, 2014. "Inventor Data for Research on Migration and Innovation: A Survey and a Pilot," WIPO Economic Research Working Papers 17, World Intellectual Property Organization - Economics and Statistics Division.
    32. Bahar, Dany & Choudhury, Prithwiraj & Rapoport, Hillel, 2019. "Migrant Inventors and the Technological Advantage of Nations," IZA Discussion Papers 12382, Institute of Labor Economics (IZA).
    33. Frederic DOCQUIER & Hillel RAPOPORT, 2009. "Documenting the brain drain of « la creme de la creme »: Three case-studies on international migration at the upper tail of the education distribution," LIDAM Discussion Papers IRES 2009031, Université catholique de Louvain, Institut de Recherches Economiques et Sociales (IRES).
    34. Kul B. Luintel & Mosahid Khan, 2017. "Ideas production and international knowledge spillovers: digging deeper into emerging countries," WIPO Economic Research Working Papers 35, World Intellectual Property Organization - Economics and Statistics Division.
    35. Blaise Gnimassoun & John C. Anyanwu, 2018. "The Diaspora and Economic Development in Africa," Working Papers of BETA 2018-08, Bureau d'Economie Théorique et Appliquée, UDS, Strasbourg.
    36. Fu, Xialoan & Hou, Jun & Sanfilippo, Marco, 2017. "Highly skilled returnees and the internationalization of EMNEs: Firm level evidence from China," International Business Review, Elsevier, vol. 26(3), pages 579-591.
    37. William Kerr & William Lincoln, 2010. "The Supply Side of Innovation: H-1B Visa Reforms and US Ethnic Invention," William Davidson Institute Working Papers Series wp978, William Davidson Institute at the University of Michigan.
    38. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and innovation," Bank of Finland Research Discussion Papers 27/2015, Bank of Finland.
    39. Alireza Naghavi & Chiara Strozzi, 2011. "Intellectual Property Rights, Migration, and Diaspora," Center for Economic Research (RECent) 068, University of Modena and Reggio E., Dept. of Economics "Marco Biagi".
    40. Christian Reiner, 2010. "Which policy options for Europe in the global competition for talent? Brain competition policy as a new breed of locational policy with positive externalities," SRE-Disc sre-disc-2010_01, Institute for Multilevel Governance and Development, Department of Socioeconomics, Vienna University of Economics and Business.
    41. F. Lissoni, 2017. "Highly Skilled and Well Connected: Migrant inventors in Cross-Border M&As," Post-Print hal-02271218, HAL.
    42. Fernandez-Zubieta, Ana & Geuna, Aldo & Lawson, Cornelia, 2015. "What do We Know of the Mobility of Research Scientists and of its Impact on Scientific Production," 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 201508, University of Turin.
    43. Li, Yao Amber, 2014. "Borders and distance in knowledge spillovers: Dying over time or dying with age?—Evidence from patent citations," European Economic Review, Elsevier, vol. 71(C), pages 152-172.
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  30. Ajay Agrawal & Devesh Kapur & John McHale, 2007. "Birds of a Feather - Better Together? Exploring the Optimal Spatial Distribution of Ethnic Inventors," NBER Working Papers 12823, National Bureau of Economic Research, Inc.

    Cited by:

    1. Vitor Trindade & Johannes Moenius, 2007. "Networks, Standards and Intellectual Property Rights," Working Papers 0705, Department of Economics, University of Missouri.
    2. Simon Condliffe & William Latham & Christian Le Bas & Frédéric Miribel, 2008. "Agglomeration Economies within IT-Producing and IT-Consuming Industries in U.S. Regions," Working Papers 08-24, University of Delaware, Department of Economics.
    3. William Kerr & William Lincoln, 2010. "The Supply Side of Innovation: H-1B Visa Reforms and US Ethnic Invention," William Davidson Institute Working Papers Series wp978, William Davidson Institute at the University of Michigan.
    4. Agrawal, Ajay & Kapur, Devesh & McHale, John, 2008. "How do spatial and social proximity influence knowledge flows? Evidence from patent data," Journal of Urban Economics, Elsevier, vol. 64(2), pages 258-269, September.
    5. William R. Kerr, 2010. "The Agglomeration of US Ethnic Inventors," NBER Chapters, in: Agglomeration Economics, pages 237-276, National Bureau of Economic Research, Inc.
    6. Agrawal, Ajay & Kapur, Devesh & McHale, John & Oettl, Alexander, 2011. "Brain drain or brain bank? The impact of skilled emigration on poor-country innovation," Journal of Urban Economics, Elsevier, vol. 69(1), pages 43-55, January.
    7. Sonderegger, Petra & Täube, Florian, 2010. "Cluster life cycle and diaspora effects: Evidence from the Indian IT cluster in Bangalore," Journal of International Management, Elsevier, vol. 16(4), pages 383-397, December.
    8. Bengtsson, Ola & Hsu, David H., 2013. "Ethnic Matching in the U.S. Venture Capital Market," Knut Wicksell Working Paper Series 2013/8, Lund University, Knut Wicksell Centre for Financial Studies.
    9. Kahn, Shulamit & MacGarvie, Megan, 2016. "Do return requirements increase international knowledge diffusion? Evidence from the Fulbright program," Research Policy, Elsevier, vol. 45(6), pages 1304-1322.
    10. Lisa D. Cook & Chaleampong Kongcharoen, 2010. "The Idea Gap in Pink and Black," NBER Working Papers 16331, National Bureau of Economic Research, Inc.
    11. Yukiko Murakami, 2014. "Influences of return migration on international collaborative research networks: cases of Japanese scientists returning from the US," The Journal of Technology Transfer, Springer, vol. 39(4), pages 616-634, August.

  31. Carlos Rosell & Ajay Agrawal, 2006. "University Patenting: Estimating the Diminishing Breadth of Knowledge Diffusion and Consumption," NBER Working Papers 12640, National Bureau of Economic Research, Inc.

    Cited by:

    1. Rosell, Carlos & Agrawal, Ajay, 2009. "Have university knowledge flows narrowed?: Evidence from patent data," Research Policy, Elsevier, vol. 38(1), pages 1-13, February.
    2. Baldini, Nicola, 2009. "Implementing Bayh-Dole-like laws: Faculty problems and their impact on university patenting activity," Research Policy, Elsevier, vol. 38(8), pages 1217-1224, October.
    3. Czarnitzki, Dirk & Glänzel, Wolfgang & Hussinger, Katrin, 2009. "Heterogeneity of patenting activity and its implications for scientific research," Research Policy, Elsevier, vol. 38(1), pages 26-34, February.
    4. Essaji, Azim & Fujiwara, Kinya, 2012. "Contracting institutions and product quality," Journal of Comparative Economics, Elsevier, vol. 40(2), pages 269-278.
    5. Nicola Baldini, 2008. "Negative effects of university patenting: Myths and grounded evidence," Scientometrics, Springer;Akadémiai Kiadó, vol. 75(2), pages 289-311, May.

  32. 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. 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.
    4. 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.
    5. 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.
    6. 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.
    7. Jasjit Singh & Ajay Agrawal, 2011. "Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires," Management Science, INFORMS, vol. 57(1), pages 129-150, January.
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    1. Eberhardt, Markus & Helmers, Christian & Strauss, Hubert, 2010. "Do spillovers matter when estimating private returns to R&D?," Economic and Financial Reports 2010/1, European Investment Bank, Economics Department.
    2. Wilfred Dolfsma & Rene Eijk & Albert Jolink, 2009. "On a Source of Social Capital: Gift Exchange," Journal of Business Ethics, Springer, vol. 89(3), pages 315-329, October.
    3. Bruce Fallick & Charles A. Fleischman & James B. Rebitzer, 2006. "Job-Hopping in Silicon Valley: Some Evidence Concerning the Microfoundations of a High-Technology Cluster," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 472-481, August.
    4. Lööf, Hans, 2022. "What prevents spillovers from the pool of knowledge?," Working Paper Series in Economics and Institutions of Innovation 489, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    5. Masahisa Fujita & Marcus Berliant, 2004. "Knowledge Creation as a Square Dance on the Hilbert Cube," Econometric Society 2004 North American Summer Meetings 204, Econometric Society.
    6. Jinyoung Kim & Sangjoon John Lee & Gerald Marschke, 2006. "International Knowledge Flows: Evidence from an Inventor-Firm Matched Data Set," NBER Working Papers 12692, National Bureau of Economic Research, Inc.
    7. William Latham & Christian Le Bas & Dmitry Volodin, 2012. "Value of invention, prolific inventor productivity and mobility: evidence from five countries, 1975-2002," Post-Print halshs-00726039, HAL.
    8. Didenko, Alexander & Egorova, Tatiana, 2014. "Innovations as factor of absorptive capacity of FDI spillovers across regions of Russian Federation," MPRA Paper 59346, University Library of Munich, Germany.
    9. Jinyoung Kim & Sangjoon John Lee & Gerald Marschke, 2005. "The Influence of University Research on Industrial Innovation," NBER Working Papers 11447, National Bureau of Economic Research, Inc.
    10. Trippl, Michaela & Maier, Gunther, 2007. "Knowledge Spillover Agents and Regional Development," Papers DYNREG16, Economic and Social Research Institute (ESRI).
    11. Simon Condliffe & William Latham & Christian Le Bas & Frédéric Miribel, 2008. "Agglomeration Economies within IT-Producing and IT-Consuming Industries in U.S. Regions," Working Papers 08-24, University of Delaware, Department of Economics.
    12. Pierre Azoulay & Joshua S. Graff Zivin & Bhaven N. Sampat, 2011. "The Diffusion of Scientific Knowledge Across Time and Space: Evidence from Professional Transitions for the Superstars of Medicine," NBER Working Papers 16683, National Bureau of Economic Research, Inc.
    13. Jinyoung Kim & Sangjoon Lee & Gerald Marschke, 2014. "Impact of university scientists on innovations in nanotechnology," Chapters, in: Sanghoon Ahn & Bronwyn H. Hall & Keun Lee (ed.), Intellectual Property for Economic Development, chapter 6, pages 141-158, Edward Elgar Publishing.
    14. Edward Bergman, 2009. "Embedding network analysis in spatial studies of innovation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(3), pages 559-565, September.
    15. Manfred Fischer & Thomas Scherngell & Eva Jansenberger, 2009. "Geographic localisation of knowledge spillovers: evidence from high-tech patent citations in Europe," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(4), pages 839-858, December.
    16. Xiyao Xiang & Wei-Chiao Huang, 2019. "Does Distance Affect the Role of Nonlocal Subsidiaries on Cluster Firms’ Innovation? An Empirical Investigation on Chinese Biotechnology Cluster Firms," Sustainability, MDPI, vol. 11(23), pages 1-18, November.
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    19. Robert E. B. Lucas, 2005. "Migration internationale vers les pays à haut revenu : quelles conséquences pour le développement économique des pays d'origine ?," Revue d’économie du développement, De Boeck Université, vol. 13(4), pages 123-171.
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    22. Agrawal, Ajay & Cockburn, Iain & Rosell, Carlos, 2010. "Not Invented Here? Innovation in company towns," Journal of Urban Economics, Elsevier, vol. 67(1), pages 78-89, January.
    23. Jasjit Singh, 2005. "Collaborative Networks as Determinants of Knowledge Diffusion Patterns," Management Science, INFORMS, vol. 51(5), pages 756-770, May.
    24. Rashidi, Sheida & Pyka, Andreas, 2013. "Migration and innovation: A survey," FZID Discussion Papers 77-2013, University of Hohenheim, Center for Research on Innovation and Services (FZID).
    25. Barry Bozeman & Vincent Mangematin, 2004. "Editor's Introduction: Scientific and Technical Human Capital," Post-Print hal-00424506, HAL.
    26. Hoisl, Karin, 2006. "Does Mobility Increase the Productivity of Inventors?," Discussion Papers in Business Administration 2023, University of Munich, Munich School of Management.
    27. Montserrat Vilalta-Bufi, Departament de Teoria Economica and CAEPS (Universitat de Barcelona) and & Departament d'Economia i Historia Economica (Universitat Autonoma de Barcelona), 2008. "Inter-firm labor mobility and knowledge diffusion: a theoretical approach," Working Papers in Economics 210, Universitat de Barcelona. Espai de Recerca en Economia.
    28. Florian Arun Taeube, 2004. "Proximities and Innovation Evidence from the Indian IT Industry in Bangalore," DRUID Working Papers 04-10, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    29. Jinyoung Kim & Sangjoon John Lee & Gerald Marschke, 2010. "Inventor Mobility and Knowledge Transmission in Nanotechnology," Discussion Paper Series 1004, Institute of Economic Research, Korea University.
    30. Camilla Lenzi, 2010. "Workers’ mobility and patterns of knowledge diffusion: evidence from Italian data," The Journal of Technology Transfer, Springer, vol. 35(6), pages 651-670, December.
    31. Ajay Agrawal & Devesh Kapur & John McHale, 2007. "Birds of a Feather - Better Together? Exploring the Optimal Spatial Distribution of Ethnic Inventors," NBER Working Papers 12823, National Bureau of Economic Research, Inc.
    32. Trajtenberg, Manuel & Shiff, Gil & Melamed, Ran, 2006. "The ˆNames Game˜: Harnessing Inventors Patent Data for Economic Research," Foerder Institute for Economic Research Working Papers 275702, Tel-Aviv University > Foerder Institute for Economic Research.
    33. Ernest Miguélez & Ismael Gómez-Miguélez, 2011. "Singling out individual inventors from patent data," Working Papers XREAP2011-03, Xarxa de Referència en Economia Aplicada (XREAP), revised May 2011.
    34. Paola Criscuolo & Rajneesh Narula, 2007. "Using multi-hub structures for international R&D: Organisational inertia and the challenges of implementation," Management International Review, Springer, vol. 47(5), pages 639-660, September.
    35. Sanderson , Lynda, 2004. "Trade and Networks: Mechanisms for Productivity Growth," Occasional Papers 06/5, Ministry of Economic Development, New Zealand.
    36. Karin Hoisl, 2009. "Does mobility increase the productivity of inventors?," The Journal of Technology Transfer, Springer, vol. 34(2), pages 212-225, April.
    37. Ferretti, Marco & Guerini, Massimiliano & Panetti, Eva & Parmentola, Adele, 2022. "The partner next door? The effect of micro-geographical proximity on intra-cluster inter-organizational relationships," Technovation, Elsevier, vol. 111(C).
    38. Bozeman, Barry & Mangematin, Vincent, 2004. "Editor's introduction: building and deploying scientific and technical human capital," Research Policy, Elsevier, vol. 33(4), pages 565-568, May.
    39. J. Giorgi & A. Plunket & F. Starosta De Waldemar, 2024. "Inter-regional highly skilled worker mobility and technological novelty," Documents de Travail de l'Insee - INSEE Working Papers 2024-05, Institut National de la Statistique et des Etudes Economiques.
    40. Charles Ayoubi & Michele Pezzoni & Fabiana Visentin, 2016. "At the Origins of Learning: Absorbing Knowledge Flows from Within or Outside the Team?," GREDEG Working Papers 2016-08, Groupe de REcherche en Droit, Economie, Gestion (GREDEG CNRS), Université Côte d'Azur, France.
    41. Casey Ichniowski & Kathryn L. Shaw, 2009. "Connective Capital as Social Capital: The Value of Problem-Solving Networks for Team Players in Firms," NBER Working Papers 15619, National Bureau of Economic Research, Inc.
    42. Jim Rose & Wayne Stevens, 2004. "Global Connectedness and Bilateral Economic Linkages - Which Countries?," Treasury Working Paper Series 04/09, New Zealand Treasury.
    43. Hoetker, Glenn & Agarwal, Rajshree, 2005. "Death Hurts, But It Isn't Fatal: The Postexit Diffusion of Knowledge Created by Innovative Companies," Working Papers 05-0100, University of Illinois at Urbana-Champaign, College of Business.
    44. Maier, Gunther & Kurka, Bernhard & Trippl, Michaela, 2007. "Knowledge Spillover Agents and Regional Development: Spatial Distribution and Mobility of Star Scientists," Papers DYNREG17, Economic and Social Research Institute (ESRI).
    45. Roger Stough & Peter Nijkamp, 2009. "Knowledge spillovers, entrepreneurship and economic development," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 43(4), pages 835-838, December.
    46. Kacey Douglas, 2015. "International knowledge flows and technological advance: the role of migration," IZA Journal of Migration and Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-16, December.

  34. Ajay Agrawal & Iain M. Cockburn, 2002. "University Research, Industrial R&D, and the Anchor Tenant Hypothesis," NBER Working Papers 9212, National Bureau of Economic Research, Inc.

    Cited by:

    1. Attila Havas, 2014. "Types of knowledge and diversity of business-academia collaborations Implications for measurement and policy," CERS-IE WORKING PAPERS 1419, Institute of Economics, Centre for Economic and Regional Studies.
    2. Youtie, Jan & Shapira, Philip, 2008. "Building an innovation hub: A case study of the transformation of university roles in regional technological and economic development," Research Policy, Elsevier, vol. 37(8), pages 1188-1204, September.
    3. Gary H. Jefferson & Zhong Kaifeng, 2002. "An Investigation of Firm-Level R&D Capabilities in East Asia," William Davidson Institute Working Papers Series 583, William Davidson Institute at the University of Michigan.
    4. World Bank, 2004. "Chile : A Strategy to Promote Innovative Small and Medium Enterprises," World Bank Publications - Reports 14352, The World Bank Group.
    5. Stephen Roper & James Love & Ying Zhou, 2014. "Knowledge context, learning and innovation: an integrating framework," Research Papers 0020, Enterprise Research Centre.
    6. Shahid Yusuf & M. Anjum Altaf & Kaoru Nabeshima, 2004. "Global Production Networking and Technological Change in East Asia," World Bank Publications - Books, The World Bank Group, number 14918.
    7. Clarysse, Bart & Wright, Mike & Lockett, Andy & Van de Velde, Els & Vohora, Ajay, 2005. "Spinning out new ventures: a typology of incubation strategies from European research institutions," Journal of Business Venturing, Elsevier, vol. 20(2), pages 183-216, March.
    8. Goldberg , Mike & Palladini, Eric, 2008. "Chile : a strategy to promote innovative small and medium enterprises," Policy Research Working Paper Series 4518, The World Bank.
    9. Clarysse, Bart & Wright, Mike & Bruneel, Johan & Mahajan, Aarti, 2014. "Creating value in ecosystems: Crossing the chasm between knowledge and business ecosystems," Research Policy, Elsevier, vol. 43(7), pages 1164-1176.
    10. Agrawal, Ajay & Cockburn, Iain, 2003. "The anchor tenant hypothesis: exploring the role of large, local, R&D-intensive firms in regional innovation systems," International Journal of Industrial Organization, Elsevier, vol. 21(9), pages 1227-1253, November.
    11. Alessandro Malipiero & Federico Munari & Maurizio Sobrero, 2005. "Focal Firms as Technological Gatakeepers within Industrial Districts Knowledge Creation and Dissemination in the Italian Packaging Machinery Industry," DRUID Working Papers 05-05, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    12. Laura Schultz, 2011. "Nanotechnology’s triple helix: a case study of the University at Albany’s College of Nanoscale Science and Engineering," The Journal of Technology Transfer, Springer, vol. 36(5), pages 546-564, October.
    13. Huasheng Zhu & Kelly Wanjing Chen & Juncheng Dai, 2016. "Beyond Apprenticeship: Knowledge Brokers and Sustainability of Apprentice-Based Clusters," Sustainability, MDPI, vol. 8(12), pages 1-17, December.
    14. Edward W. (Ned) Hill & Iryna Lendel, 2007. "The Impact of the Reputation of Bio-Life Science and Engineering Doctoral Programs on Regional Economic Development," Economic Development Quarterly, , vol. 21(3), pages 223-243, August.
    15. Dominique Foray & Xabier Goenaga, 2013. "The goals of Smart Specialisation," JRC Research Reports JRC82213, Joint Research Centre.
    16. Roper, Stephen & Love, James H. & Bonner, Karen, 2017. "Firms’ knowledge search and local knowledge externalities in innovation performance," Research Policy, Elsevier, vol. 46(1), pages 43-56.
    17. Andreas Pyka & Uwe Cantner & Alfred Greiner & Thomas Kuhn (ed.), 2009. "Recent Advances in Neo-Schumpeterian Economics," Books, Edward Elgar Publishing, number 12982.
    18. Jamil Salmi & Andrée Sursock & Anna Olefir, 2017. "Improving the Performance of Ethiopian Universities in Science and Technology," World Bank Publications - Reports 28489, The World Bank Group.
    19. Monica Coffano & Dominique Foray, 2014. "The Centrality of Entrepreneurial Discovery in Building and Implementing a Smart Specialisation Strategy," SCIENZE REGIONALI, FrancoAngeli Editore, vol. 2014(1), pages 33-50.

Articles

  1. Agrawal, Ajay & McHale, John & Oettl, Alexander, 2019. "Does scientist immigration harm US science? An examination of the knowledge spillover channel," Research Policy, Elsevier, vol. 48(5), pages 1248-1259.

    Cited by:

    1. Obschonka, Martin & Tavassoli, Sam & Rentfrow, P. Jason & Potter, Jeff & Gosling, Samuel D., 2023. "Innovation and inter-city knowledge spillovers: Social, geographical, and technological connectedness and psychological openness," Research Policy, Elsevier, vol. 52(8).
    2. Favaro, Donata & Ninka, Eniel, 2019. "Inventors’ working relationships and knowledge creation: a study on patented innovation," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 45, pages 55-76.

  2. 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.
  3. 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.
  4. 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.
  5. Ajay Agrawal & Alberto Galasso & Alexander Oettl, 2017. "Roads and Innovation," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 417-434, July.
    See citations under working paper version above.
  6. Agrawal, Ajay & McHale, John & Oettl, Alexander, 2017. "How stars matter: Recruiting and peer effects in evolutionary biology," Research Policy, Elsevier, vol. 46(4), pages 853-867.

    Cited by:

    1. Shi, Jing & Wang, Jiajie & Kang, Lele & Sun, Jianjun, 2023. "How to poach the talents? Role of social capital and contextual knowledge base," Technological Forecasting and Social Change, Elsevier, vol. 197(C).
    2. Broström, Anders, 2019. "Academic breeding grounds: Home department conditions and early career performance of academic researchers," Research Policy, Elsevier, vol. 48(7), pages 1647-1665.
    3. 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.
    4. Soo Jeung Lee & Christian Schneijderberg & Yangson Kim & Isabel Steinhardt, 2021. "Have Academics’ Citation Patterns Changed in Response to the Rise of World University Rankings? A Test Using First-Citation Speeds," Sustainability, MDPI, vol. 13(17), pages 1-19, August.
    5. Belkhouja, Mustapha & Fattoum, Senda & Yoon, Hyungseok (David), 2021. "Does greater diversification increase individual productivity? The moderating effect of attention allocation," Research Policy, Elsevier, vol. 50(6).
    6. Federico Caviggioli & Boris Forthmann, 2022. "Reach for the stars: disentangling quantity and quality of inventors’ productivity in a multifaceted latent variable model," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(12), pages 7015-7040, December.
    7. Ductor, Lorenzo & Visser, Bauke, 2022. "When a coauthor joins an editorial board," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 576-595.
    8. Clément Bosquet & Pierre-Philippe Combes & Emeric Henry & Thierry Mayer, 2022. "Peer Effects in Academic Research: Senders and Receivers," Post-Print hal-03874070, HAL.
    9. Graddy-Reed, Alexandra & Lanahan, Lauren & D'Agostino, Jesse, 2021. "Training across the academy: The impact of R&D funding on graduate students," Research Policy, Elsevier, vol. 50(5).
    10. Ina Ganguli & Fabian Waldinger, 2023. "War and Science in Ukraine," NBER Working Papers 31449, National Bureau of Economic Research, Inc.
    11. Victoria Sevcenko & Sendil Ethiraj, 2018. "How Do Firms Appropriate Value from Employees with Transferable Skills? A Study of the Appropriation Puzzle in Actively Managed Mutual Funds," Organization Science, INFORMS, vol. 29(5), pages 775-795, October.
    12. Matteo Pazzona, 2022. "Peer interactions and performance in a high‐skilled labour market," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(4), pages 1087-1116, October.
    13. Jie Mi & Zaiyang Xie & Shaojie Lv, 2023. "Star-studded or equalitarianism: how does the distribution of creative stars affect exploration–exploitation balance?," Computational and Mathematical Organization Theory, Springer, vol. 29(2), pages 336-362, June.
    14. Ash, Elliott & Cai, David & Draca, Mirko & Liu, Shaoyu, 2022. "Bootstrapping Science? The Impact of a Return Human Capital Programme on Chinese Research Productivity," CAGE Online Working Paper Series 628, Competitive Advantage in the Global Economy (CAGE).
    15. Asier Minondo, 2022. "Comments are welcome," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(3), pages 1565-1582, March.
    16. Matteo Prato & Fabrizio Ferraro, 2018. "Starstruck: How Hiring High-Status Employees Affects Incumbents’ Performance," Organization Science, INFORMS, vol. 29(5), pages 755-774, October.
    17. Aliakbar Akbaritabar & Niccolò Casnici & Flaminio Squazzoni, 2018. "The conundrum of research productivity: a study on sociologists in Italy," Scientometrics, Springer;Akadémiai Kiadó, vol. 114(3), pages 859-882, March.
    18. Betancourt, Nathan & Jochem, Torsten & Otner, Sarah M.G., 2023. "Standing on the shoulders of giants: How star scientists influence their coauthors," Research Policy, Elsevier, vol. 52(1).
    19. Christos Kolympiris & Sebastian Hoenen & Peter G. Klein, 2019. "Learning by Seconding: Evidence from National Science Foundation Rotators," Organization Science, INFORMS, vol. 30(3), pages 528-551, May.
    20. John McHale & Jason Harold & Jen-Chung Mei & Akhil Sasidharan & Anil Yadav, 2023. "Stars as catalysts: an event-study analysis of the impact of star-scientist recruitment on local research performance in a small open economy," Journal of Economic Geography, Oxford University Press, vol. 23(2), pages 343-369.
    21. Yutao Sun & Ying Zhang & Xiaofei Zhang, 2023. "Reconfiguring star inventors with commercialization: a case of the graphene sector," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(10), pages 5411-5440, October.
    22. Marek Kwiek, 2018. "High research productivity in vertically undifferentiated higher education systems: Who are the top performers?," Scientometrics, Springer;Akadémiai Kiadó, vol. 115(1), pages 415-462, April.
    23. Civera, Alice & Lehmann, Erik E. & Paleari, Stefano & Stockinger, Sarah A.E., 2020. "Higher education policy: Why hope for quality when rewarding quantity?," Research Policy, Elsevier, vol. 49(8).
    24. Wuestman, Mignon & Wanzenböck, Iris & Frenken, Koen, 2023. "Local peer communities and future academic success of Ph.D. candidates," Research Policy, Elsevier, vol. 52(8).
    25. Yadav, Anil & McHale, John & O'Neill, Stephen, 2023. "How does co-authoring with a star affect scientists' productivity? Evidence from small open economies," Research Policy, Elsevier, vol. 52(1).
    26. Myra Mohnen, 2022. "Stars and Brokers: Knowledge Spillovers Among Medical Scientists," Management Science, INFORMS, vol. 68(4), pages 2513-2532, April.
    27. Asli Ebru Şanlitürk & Samin Aref & Emilio Zagheni & Francesco C. Billari, 2022. "Homecoming after Brexit: evidence on academic migration from bibliometric data," MPIDR Working Papers WP-2022-019, Max Planck Institute for Demographic Research, Rostock, Germany.
    28. Lu Liu & Benjamin F. Jones & Brian Uzzi & Dashun Wang, 2023. "Data, measurement and empirical methods in the science of science," Nature Human Behaviour, Nature, vol. 7(7), pages 1046-1058, July.
    29. Khanna, Rajat, 2023. "Passing the torch of knowledge: Star death, collaborative ties, and knowledge creation," Research Policy, Elsevier, vol. 52(1).
    30. João M. Santos & Hugo Horta & Huan Li, 2022. "Are the strategic research agendas of researchers in the social sciences determinants of research productivity?," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(7), pages 3719-3747, July.
    31. Daniel L Belavy & Patrick J Owen & Patricia M Livingston, 2020. "Do successful PhD outcomes reflect the research environment rather than academic ability?," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-14, August.
    32. Khanna, Rajat, 2021. "Aftermath of a tragedy: A star's death and coauthors’ subsequent productivity," Research Policy, Elsevier, vol. 50(2).

  7. Agrawal, Ajay & Lacetera, Nicola & Lyons, Elizabeth, 2016. "Does standardized information in online markets disproportionately benefit job applicants from less developed countries?," Journal of International Economics, Elsevier, vol. 103(C), pages 1-12.

    Cited by:

    1. Pajarinen, Mika & Rouvinen, Petri & Claussen, Jörg & Hakanen, Jari & Kovalainen, Anne & Kretschmer, Tobias & Poutanen, Seppo & Seifried, Mareike & Seppänen, Laura, 2018. "Upworkers in Finland: Survey Results," ETLA Reports 85, The Research Institute of the Finnish Economy.
    2. John Horton, 2018. "Buyer Uncertainty about Seller Capacity: Causes, Consequences, and a Partial Solution," CESifo Working Paper Series 6985, CESifo.
    3. Maier, Michael F. & Viete, Steffen & Ody, Margard, 2017. "Plattformbasierte Erwerbsarbeit: Stand der empirischen Forschung," IZA Research Reports 81, Institute of Labor Economics (IZA).
    4. John J. Horton, 2019. "Buyer Uncertainty About Seller Capacity: Causes, Consequences, and a Partial Solution," Management Science, INFORMS, vol. 65(8), pages 3518-3540, August.
    5. Apostolos Filippas & John J. Horton & Joseph M. Golden, 2019. "Reputation Inflation," NBER Working Papers 25857, National Bureau of Economic Research, Inc.
    6. Kässi, Otto & Lehdonvirta, Vili, 2018. "Do Digital Skill Certificates Help New Workers Enter the Market? Evidence from an Online Labour Platform," SocArXiv 7tybd, Center for Open Science.
    7. Pelletier, Adeline & Thomas, Catherine, 2018. "Information in online labour markets," LSE Research Online Documents on Economics 90012, London School of Economics and Political Science, LSE Library.
    8. Fabian Stephany & Otto Kassi & Uma Rani & Vili Lehdonvirta, 2021. "Online Labour Index 2020: New ways to measure the world's remote freelancing market," Papers 2105.09148, arXiv.org, revised Jun 2021.
    9. Morgane Laouenan & Roland Rathelot, 2017. "Ethnic Discrimination on an Online Marketplace of Vacation Rental," Working Papers hal-01514713, HAL.
    10. Apostolos Filippas & John Horton & Joseph M. Golden, 2017. "Reputation in the Long-Run," CESifo Working Paper Series 6750, CESifo.
    11. Braesemann, Fabian & Stephany, Fabian & Teutloff, Ole & Kässi, Otto & Graham, Mark & Lehdonvirta, Vili, 2021. "The polarisation of remote work," EconStor Preprints 238189, ZBW - Leibniz Information Centre for Economics.
    12. Grace Gu & Feng Zhu, 2018. "Trust and Disintermediation: Evidence from an Online Freelance Marketplace," Harvard Business School Working Papers 18-103, Harvard Business School.
    13. John Horton, 2017. "Price Floors and Employer Preferences: Evidence from a Minimum Wage Experiment," CESifo Working Paper Series 6548, CESifo.
    14. Seifried, Mareike, 2021. "Transitions from offline to online labor markets: The relationship between freelancers' prior offline and online work experience," ZEW Discussion Papers 21-101, ZEW - Leibniz Centre for European Economic Research.
    15. Fabian Braesemann & Fabian Stephany & Ole Teutloff & Otto Kassi & Mark Graham & Vili Lehdonvirta, 2021. "The global polarisation of remote work," Papers 2108.13356, arXiv.org, revised Nov 2022.
    16. Li, Zhipeng & Zhou, Xiaoyu & Huang, Shoujun, 2021. "Managing skill certification in online outsourcing platforms: A perspective of buyer-determined reverse auctions," International Journal of Production Economics, Elsevier, vol. 238(C).
    17. Kazakova, E. & Sandomirskaia, M. & Suvorov, A. & Khazhgerieva, A. & Shavshin, R., 2023. "Platforms, online labor markets, and crowdsourcing. Part 1. Traditional online labor market," Journal of the New Economic Association, New Economic Association, vol. 60(3), pages 120-148.
    18. Wright, Nataliya Langburd & Nagle, Frank & Greenstein, Shane, 2023. "Open source software and global entrepreneurship," Research Policy, Elsevier, vol. 52(9).
    19. T. Tony Ke & Yuting Zhu, 2021. "Cheap Talk on Freelance Platforms," Management Science, INFORMS, vol. 67(9), pages 5901-5920, September.
    20. Irfan Kanat & Yili Hong & T. S. Raghu, 2018. "Surviving in Global Online Labor Markets for IT Services: A Geo-Economic Analysis," Information Systems Research, INFORMS, vol. 29(4), pages 893-909, December.
    21. Yili Hong & Jing Peng & Gordon Burtch & Ni Huang, 2021. "Just DM Me (Politely): Direct Messaging, Politeness, and Hiring Outcomes in Online Labor Markets," Information Systems Research, INFORMS, vol. 32(3), pages 786-800, September.
    22. 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.
    23. Panos Constantinides & Ola Henfridsson & Geoffrey G. Parker, 2018. "Introduction—Platforms and Infrastructures in the Digital Age," Information Systems Research, INFORMS, vol. 29(2), pages 381-400, June.
    24. Moshe A. Barach & Joseph M. Golden & John J. Horton, 2020. "Steering in Online Markets: The Role of Platform Incentives and Credibility," Management Science, INFORMS, vol. 66(9), pages 4047-4070, September.
    25. 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.
    26. Claussen, Jörg & Kretschmer, Tobias & Khashabi, Pooyan & Seifried, Mareike, 2020. "Two to tango? Psychological contract breach in online labor markets," ZEW Discussion Papers 20-078, ZEW - Leibniz Centre for European Economic Research.
    27. Laschever, Ron A. & Weinstein, Russell, 2021. "Preference Signaling and Worker-Firm Matching: Evidence from Interview Auctions," IZA Discussion Papers 14622, Institute of Labor Economics (IZA).
    28. Nam T. Vu & Jiayu Wu, 2020. "International Effects of Stock Market Dispersion," Southern Economic Journal, John Wiley & Sons, vol. 86(4), pages 1393-1417, April.
    29. Grace Gu & Feng Zhu, 2021. "Trust and Disintermediation: Evidence from an Online Freelance Marketplace," Management Science, INFORMS, vol. 67(2), pages 794-807, February.

  8. 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. 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.
    2. 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.
    3. 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.
    4. 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.
    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. Hazhir Rahmandad & Keyvan Vakili, 2019. "Explaining Heterogeneity in the Organization of Scientific Work," Organization Science, INFORMS, vol. 30(6), pages 1125-1145, November.
    7. Tong, Di & Lee, Jeongsik “Jay”, 2024. "Knowledge catalysts: The role of generalist incumbents in post-hiring knowledge integration," Research Policy, Elsevier, vol. 53(1).
    8. 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.
    9. 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.
    10. 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.
    11. 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).
    12. 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.
    13. Berger, Thor & Prawitz, Erik, 2024. "Collaboration and connectivity: Historical evidence from patent records," Journal of Urban Economics, Elsevier, vol. 139(C).
    14. Caviggioli, Federico & Colombelli, Alessandra & Ravetti, Chiara, 2022. "Peers and stars: the role of gender among coinventors," Department of Economics and Statistics Cognetti de Martiis. Working Papers 202217, University of Turin.
    15. Kyle Myers & Wei Yang Tham, 2023. "Money, Time, and Grant Design," Papers 2312.06479, arXiv.org.
    16. Wei Cheng, 2022. "Productivity spillovers in endogenous coauthor networks," Empirical Economics, Springer, vol. 63(6), pages 3159-3183, December.

  9. 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. Marco Bade & Martin Walther, 2021. "Local preferences and the allocation of attention in equity-based crowdfunding," Review of Managerial Science, Springer, vol. 15(8), pages 2501-2533, November.
    6. Momtaz, Paul P., 2021. "Entrepreneurial Finance and Moral Hazard: Evidence from Token Offerings," Journal of Business Venturing, Elsevier, vol. 36(5).
    7. D.J Cumming & Gaël Leboeuf & A Schwienbacher, 2019. "Crowdfunding models: Keep‐It‐All vs. All‐Or‐Nothing," Post-Print hal-02126971, HAL.
    8. 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.
    9. 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.
    10. Yasir Shahab & Yasir Riaz & Collins G. Ntim & Zhiwei Ye & Qingjing Zhang & Ran Feng, 2021. "Online feedback and crowdfunding finance in China," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 26(3), pages 4634-4652, July.
    11. Hatzigeorgiou, Andreas & Karpaty, Patrik & Kneller, Richard & Lodefalk, Magnus, 2022. "Immigrant Employment and the Contract Enforcement Costs of Offshoring," GLO Discussion Paper Series 1064, Global Labor Organization (GLO).
    12. Thomas Clauss & Thomas Niemand & Sascha Kraus & Patrick Schnetzer & Alexander Brem, 2019. "Increasing Crowdfunding Success Through Social Media: The Importance Of Reach And Utilisation In Reward-Based Crowdfunding," International Journal of Innovation Management (ijim), World Scientific Publishing Co. Pte. Ltd., vol. 24(03), pages 1-30, May.
    13. Bender, Mark & Gal-Or, Esther & Geylani, Tansev, 2019. "Crowdfunding As a Vehicle for Raising Capital and for Price Discrimination," Journal of Interactive Marketing, Elsevier, vol. 46(C), pages 1-19.
    14. 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.
    15. 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.
    16. 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).
    17. 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).
    18. 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.
    19. 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).
    20. Gilles Chemla & Katrin Tinn, 2020. "Learning Through Crowdfunding," Management Science, INFORMS, vol. 66(5), pages 1783-1801, May.
    21. George, Lisa M. & Peukert, Christian, 2019. "Social networks and the demand for news," Information Economics and Policy, Elsevier, vol. 49(C).
    22. 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.
    23. 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.
    24. Sasaki, Shusaku, 2019. "Majority size and conformity behavior in charitable giving: Field evidence from a donation-based crowdfunding platform in Japan," Journal of Economic Psychology, Elsevier, vol. 70(C), pages 36-51.
    25. Douglas Cumming & Michele Meoli & Silvio Vismara, 2021. "Does equity crowdfunding democratize entrepreneurial finance?," Small Business Economics, Springer, vol. 56(2), pages 533-552, February.
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    195. Mohammadi, Ali & Shafi, Kourosh, 2015. "The contribution patterns of equity-crowdfunding investors: Gender, Risk aversion and Observational learning," Working Paper Series in Economics and Institutions of Innovation 419, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    196. Jan Janku & Zuzana Kucerova, 2018. "Successful Crowdfunding Campaigns: The Role of Project Specifics, Competition and Founders’ Experience," Czech Journal of Economics and Finance (Finance a uver), Charles University Prague, Faculty of Social Sciences, vol. 68(4), pages 351-373, September.
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    198. Francesca Di Pietro & Francesca Masciarelli, 2022. "The Effect of Local Religiosity on Financing Cross-Regional Entrepreneurial Projects Via Crowdfunding (Local Religiosity and Crowdfinancing)," Journal of Business Ethics, Springer, vol. 178(2), pages 429-443, June.
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    201. Henry Sauermann & Chiara Franzoni & Kourosh Shafi, 2019. "Crowdfunding scientific research: Descriptive insights and correlates of funding success," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-26, January.
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  10. Ajay Agrawal & Iain Cockburn & Laurina Zhang, 2015. "Deals not done: Sources of failure in the market for ideas," Strategic Management Journal, Wiley Blackwell, vol. 36(7), pages 976-986, July.
    See citations under working paper version above.
  11. 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.

    Cited by:

    1. Riccardo Crescenzi & Max Nathan & Andrés Rodríguez-Pose, 2014. "Do Inventors Talk to Strangers? On Proximity and Collaborative Knowledge Creation," SERC Discussion Papers 0153, Centre for Economic Performance, LSE.
    2. Corina M. Rădulescu & Svitlana Slava & Adrian T. Rădulescu & Rita Toader & Diana-Cezara Toader & Grațiela Dana Boca, 2020. "A Pattern of Collaborative Networking for Enhancing Sustainability of Smart Cities," Sustainability, MDPI, vol. 12(3), pages 1-23, February.
    3. Zhao, Bo & Ziedonis, Rosemarie, 2020. "State governments as financiers of technology startups: Evidence from Michigan's R&D loan program," Research Policy, Elsevier, vol. 49(4).
    4. Maria P. Roche, 2020. "Taking Innovation to the Streets: Microgeography, Physical Structure, and Innovation," The Review of Economics and Statistics, MIT Press, vol. 102(5), pages 912-928, December.
    5. Thomas J. Hannigan & Alessandra Perri & Vittoria Giada Scalera, 2016. "The Dispersed Multinational: Does Connectedness Across Spatial Dimensions Lead to Broader Technological Search?," Working Papers 11, Venice School of Management - Department of Management, Università Ca' Foscari Venezia.
    6. Vittoria G. Scalera & Alessandra Perri & T. J. Hannigan, 2018. "Knowledge connectedness within and across home country borders: Spatial heterogeneity and the technological scope of firm innovations," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(8), pages 990-1009, October.
    7. Xu Wang & Xiaobo Zhang & Zhuan Xie & Huang Yiping, 2016. "Roads to Innovation: Firm-Level Evidence from China," Working Papers id:11121, eSocialSciences.
    8. Sarah Armitage & Noël Bakhtian & Adam Jaffe, 2024. "Innovation Market Failures and the Design of New Climate Policy Instruments," Environmental and Energy Policy and the Economy, University of Chicago Press, vol. 5(1), pages 4-48.
    9. Nicolas Carayol, 2018. "How do inventor networks affect urban invention ?," Post-Print hal-02274605, HAL.
    10. 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.
    11. Wang, Xu & Xie, Zhuan & Zhang, Xiaobo & Huang, Yiping, 2018. "Roads to innovation: Firm-level evidence from People's Republic of China (PRC)," China Economic Review, Elsevier, vol. 49(C), pages 154-170.
    12. Falck, Oliver & Koenen, Johannes & Lohse, Tobias, 2019. "Evaluating a place-based innovation policy: Evidence from the innovative Regional Growth Cores Program in East Germany," Munich Reprints in Economics 78265, University of Munich, Department of Economics.
    13. Carlino, Gerald & Kerr, William R., 2015. "Agglomeration and innovation," Bank of Finland Research Discussion Papers 27/2015, Bank of Finland.
    14. Steven Brakman & Harry Garretsen & Charles van Marrewijk & Arjen van Witteloostuijn, 2023. "The location of cross‐border and national mergers and acquisitions within the United States," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 32(1), pages 177-206, January.
    15. Matthias Firgo & Peter Mayerhofer, 2015. "Wissensintensive Unternehmensdienste, Wissens-Spillovers und regionales Wachstum. Teilprojekt 1: Wissens-Spillovers und regionale Entwicklung – Welche strukturpolitische Ausrichtung optimiert das Wach," WIFO Studies, WIFO, number 58342.
    16. Robert-Nicoud, Frédéric & Kerr, William, 2019. "Tech Clusters," CEPR Discussion Papers 14143, C.E.P.R. Discussion Papers.
    17. Tavassoli, Sam & Obchonka, Martin & Audretsch, David B., 2021. "Entrepreneurship in Cities," Papers in Innovation Studies 2021/2, Lund University, CIRCLE - Centre for Innovation Research.
    18. Ashish Arora & Sharon Belenzon & Andrea Patacconi & Jungkyu Suh, 2019. "The Changing Structure of American Innovation: Some Cautionary Remarks for Economic Growth," NBER Chapters, in: Innovation Policy and the Economy, Volume 20, pages 39-93, National Bureau of Economic Research, Inc.
    19. Ashish Arora & Sharon Belenzon & Honggi Lee, 2017. "Reversed Citations and the Localization of Knowledge Spillovers," NBER Working Papers 23036, National Bureau of Economic Research, Inc.
    20. Agrawal, Ajay & Galasso, Alberto & Oettl, Alexander, 2014. "Roads and Innovation," CEPR Discussion Papers 10113, C.E.P.R. Discussion Papers.
    21. Kairui Zheng & Yijie Li & Xiaohui Xin, 2022. "The Influencing Mechanism of High-Speed Rail on Innovation: Firm-Level Evidence from China," Sustainability, MDPI, vol. 14(24), pages 1-26, December.
    22. Senftleben-Koenig, Charlotte & Wielandt, Hanna, 2014. "Spatial wage inequality and technological change," SFB 649 Discussion Papers 2014-038, Humboldt University Berlin, Collaborative Research Center 649: Economic Risk.
    23. Matthias Firgo & Peter Mayerhofer, 2015. "Wissens-Spillovers und regionale Entwicklung - welche strukturpolitische Ausrichtung optimiert des Wachstum?," Working Paper Reihe der AK Wien - Materialien zu Wirtschaft und Gesellschaft 144, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik.
    24. Stephanie Cheng & Pengkai Lin & Yinliang Tan & Yuchen Zhang, 2023. "“High” innovators? Marijuana legalization and regional innovation," Production and Operations Management, Production and Operations Management Society, vol. 32(3), pages 685-703, March.
    25. Alberto Galasso & Hong Luo, 2018. "Punishing Robots: Issues in the Economics of Tort Liability and Innovation in Artificial Intelligence," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 493-504, National Bureau of Economic Research, Inc.
    26. Nukhet Harmancioglu & Gerard J Tellis, 2018. "Silicon envy: How global innovation clusters hurt or stimulate each other across developed and emerging markets," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(7), pages 902-918, September.
    27. Tang, Chenghui & Guan, Mingming & Dou, Jianmin, 2021. "Understanding the impact of High Speed Railway on urban innovation performance from the perspective of agglomeration externalities and network externalities," Technology in Society, Elsevier, vol. 67(C).
    28. Bratanova, Alexandra & Pham, Hien & Mason, Claire & Hajkowicz, Stefan & Naughtin, Claire & Schleiger, Emma & Sanderson, Conrad & Chen, Caron & Karimi, Sarvnaz, 2022. "Differentiating artificial intelligence capability clusters in Australia," MPRA Paper 113237, University Library of Munich, Germany.
    29. Kejun Song & Gerald Simons & Wei Sun, 2019. "Knowledge Spillovers and Local Industry Growth: A Patent Citation Approach," The American Economist, Sage Publications, vol. 64(1), pages 60-72, March.
    30. Kyriakos Drivas, 2021. "Which travels farther? Knowledge or rivalry?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(2), pages 299-333, October.
    31. Henry Sauermann, 2017. "Fire in the Belly? Employee Motives and Innovative Performance in Startups versus Established Firms," NBER Working Papers 23099, National Bureau of Economic Research, Inc.
    32. Rahul R. Gupta, 2020. "Does Goliath Help David? Anchor Firms and Startup Clusters," Working Papers 20-17, Center for Economic Studies, U.S. Census Bureau.
    33. Chattergoon, B. & Kerr, W.R., 2022. "Winner takes all? Tech clusters, population centers, and the spatial transformation of U.S. invention," Research Policy, Elsevier, vol. 51(2).
    34. Widmann, Rainer, 2023. "Immigrant inventors and local income taxes: Evidence from Swiss municipalities," Journal of Public Economics, Elsevier, vol. 219(C).
    35. Livanis, Grigorios & Lamin, Anna, 2016. "Knowledge, Proximity and R&D Exodus," Research Policy, Elsevier, vol. 45(1), pages 8-26.
    36. Wiljan van den Berge & Jonneke Bolhaar & Roel van Elk, 2017. "Knowledge diffusion across regions and countries: evidence from patent citations," CPB Discussion Paper 348, CPB Netherlands Bureau for Economic Policy Analysis.
    37. Chan-Yuan Wong & Jeffrey Sheu & Keun Lee, 2023. "Assessing the quest of SMEs in pivoting for new technological ventures: comparing the patenting indexes of seven developed cities," Scientometrics, Springer;Akadémiai Kiadó, vol. 128(7), pages 4029-4064, July.
    38. Laurent R. Bergé, 2017. "Network proximity in the geography of research collaboration," Papers in Regional Science, Wiley Blackwell, vol. 96(4), pages 785-815, November.
    39. Fredrik Niclas Piro, 2019. "The R&D composition of European countries: concentrated versus dispersed profiles," Scientometrics, Springer;Akadémiai Kiadó, vol. 119(2), pages 1095-1119, May.
    40. Hsini Huang, 2020. "The effect of the small-firm dominated ecology on regional innovation," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(3), pages 703-725, December.
    41. Jiao, Hao & Wang, Tang & Yang, Jifeng, 2022. "Team structure and invention impact under high knowledge diversity: An empirical examination of computer workstation industry," Technovation, Elsevier, vol. 114(C).
    42. Charlotte Senftleben-König & Hanna Wielandt, "undated". "Spatial Wage Inequality and Technological Change," BDPEMS Working Papers 2014008, Berlin School of Economics.
    43. Bratanova, Alexandra & Pham, Hien & Mason, Claire & Hajkowicz, Stefan & Naughtin, Claire & Schleiger, Emma & Sanderson, Conrad & Chen, Caron & Karimi, Sarvnaz, 2022. "Differentiating artificial intelligence activity clusters in Australia," Technology in Society, Elsevier, vol. 71(C).
    44. Nattanicha Chairassamee & Oudom Hean & Parker Jabas, 2023. "The Financial Impact of State Tax Regimes on Local Economies in the U.S," JRFM, MDPI, vol. 16(10), pages 1-10, September.

  12. 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.
    See citations under working paper version above.
  13. Agrawal, Ajay & Kapur, Devesh & McHale, John & Oettl, Alexander, 2011. "Brain drain or brain bank? The impact of skilled emigration on poor-country innovation," Journal of Urban Economics, Elsevier, vol. 69(1), pages 43-55, January.
    See citations under working paper version above.
  14. Jasjit Singh & Ajay Agrawal, 2011. "Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires," Management Science, INFORMS, vol. 57(1), pages 129-150, January.
    See citations under working paper version above.
  15. Agrawal, Ajay & Cockburn, Iain & Rosell, Carlos, 2010. "Not Invented Here? Innovation in company towns," Journal of Urban Economics, Elsevier, vol. 67(1), pages 78-89, January.
    See citations under working paper version above.
  16. Rosell, Carlos & Agrawal, Ajay, 2009. "Have university knowledge flows narrowed?: Evidence from patent data," Research Policy, Elsevier, vol. 38(1), pages 1-13, February.

    Cited by:

    1. Francesco Lissoni, 2013. "Intellectual Property and University-Industry Technology Transfer," Post-Print hal-01136193, HAL.
    2. Pluvia Zuniga, 2011. "The State of Patenting at Research Institutions in Developing Countries: Policy Approaches and Practices," WIPO Economic Research Working Papers 04, World Intellectual Property Organization - Economics and Statistics Division, revised Dec 2011.
    3. Francesco Lissoni & Fabio Montobbio, 2012. "The ownership of academic patents and their impact. Evidence from five European countries," Post-Print hal-00779742, HAL.
    4. KWON Seokbeom & MOTOHASHI Kazuyuki & IKEUCHI Kenta, 2021. "Chasing Two Hares at Once? Effect of Joint Institutional Change for Promoting Commercial Use of University Knowledge and Scientific Research," Discussion papers 21026, Research Institute of Economy, Trade and Industry (RIETI).
    5. Nemet, Gregory F. & Johnson, Evan, 2012. "Do important inventions benefit from knowledge originating in other technological domains?," Research Policy, Elsevier, vol. 41(1), pages 190-200.
    6. Mueller, Elisabeth & Boeing, Philipp, 2024. "Global influence of inventions and technology sovereignty," ZEW Discussion Papers 24-024, ZEW - Leibniz Centre for European Economic Research, revised 2024.
    7. Hsu, David W.L. & Yuan, Benjamin J.C., 2013. "Knowledge creation and diffusion of Taiwan's universities: Knowledge trajectory from patent data," Technology in Society, Elsevier, vol. 35(3), pages 172-181.
    8. Manuel Acosta & Daniel Coronado & M. Ángeles Martínez, 2018. "Does technological diversification spur university patenting?," The Journal of Technology Transfer, Springer, vol. 43(1), pages 96-119, February.
    9. Ani Gerbin & Mateja Drnovsek, 2016. "Determinants and public policy implications of academic-industry knowledge transfer in life sciences: a review and a conceptual framework," The Journal of Technology Transfer, Springer, vol. 41(5), pages 979-1076, October.
    10. Catalina MARTINEZ & Valerio STERZI, 2019. "The impact of the abolishment of the professor’s privilege on European university-owned patents," Cahiers du GREThA (2007-2019) 2019-15, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    11. Allen Bellas & Lea-Rachel Kosnik, 2019. "Which leading journal leads? Idea diffusion in economics research journals," Empirical Economics, Springer, vol. 57(3), pages 901-921, September.
    12. Chunjuan Luan & Chunyan Zhou & Aiyun Liu, 2010. "Patent strategy in Chinese universities: a comparative perspective," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(1), pages 53-63, July.
    13. Ke, Qing, 2020. "An analysis of the evolution of science-technology linkage in biomedicine," Journal of Informetrics, Elsevier, vol. 14(4).
    14. Motohashi, Kazuyuki & Muramatsu, Shingo, 2012. "Examining the university industry collaboration policy in Japan: Patent analysis," Technology in Society, Elsevier, vol. 34(2), pages 149-162.
    15. Un, C. Annique & Rodríguez, Alicia, 2018. "Local and Global Knowledge Complementarity: R&D Collaborations and Innovation of Foreign and Domestic Firms," Journal of International Management, Elsevier, vol. 24(2), pages 137-152.
    16. MOTOHASHI Kazuyuki & TOMOZAWA Takanori, 2014. "Differences in Science Based Innovation by Technology Life Cycles: The case of solar cell technology," Discussion papers 14005, Research Institute of Economy, Trade and Industry (RIETI).
    17. Whalen, Ryan, 2018. "Boundary spanning innovation and the patent system: Interdisciplinary challenges for a specialized examination system," Research Policy, Elsevier, vol. 47(7), pages 1334-1343.
    18. Caviggioli, Federico & De Marco, Antonio & Montobbio, Fabio & Ughetto, Elisa, 2020. "The licensing and selling of inventions by US universities," Technological Forecasting and Social Change, Elsevier, vol. 159(C).
    19. Hua Cheng & Zhiying Zhang & Qing Huang & Zhongju Liao, 2020. "The effect of university–industry collaboration policy on universities’ knowledge innovation and achievements transformation: based on innovation chain," The Journal of Technology Transfer, Springer, vol. 45(2), pages 522-543, April.
    20. Hugo Pinto, 2011. "Knowledge Transfer in the Mirror: Reflections on the Determinants of Research Groups and Companies Collaborative Patterns within Andalusia's Regional Innovation System," ERSA conference papers ersa11p212, European Regional Science Association.
    21. Mu-Hsuan Huang & Hui-Yun Sung & Chun-Chieh Wang & Dar-Zen Chen, 2013. "Exploring patent performance and technology interactions of universities, industries, governments and individuals," Scientometrics, Springer;Akadémiai Kiadó, vol. 96(1), pages 11-26, July.
    22. Mary Walshok & Josh Shapiro & Nathan Owens, 2014. "Transnational innovation networks aren’t all created equal: towards a classification system," The Journal of Technology Transfer, Springer, vol. 39(3), pages 345-357, June.

  17. Alexander Oettl & Ajay Agrawal, 2008. "International labor mobility and knowledge flow externalities," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 39(8), pages 1242-1260, December.

    Cited by:

    1. Ernest Miguélez & R. Moreno, 2015. "Knowledge flows and the absorptive capacity of regions," Post-Print hal-03141606, HAL.
    2. Ernest Miguelez & Valentina Di Iasio, 2021. "The ties that bind and transform: knowledge remittances, relatedness and the direction of technical change," Post-Print hal-03505186, HAL.
    3. Ernest Miguélez & Rosina Moreno, 2013. "“Mobility, networks and innovation: The role of regions’ absorptive capacity”," AQR Working Papers 201308, University of Barcelona, Regional Quantitative Analysis Group, revised Oct 2013.
    4. Carol McAusland & Peter J. Kuhn, 2009. "Bidding for Brains: Intellectual Property Rights and the International Migration of Knowledge Workers," NBER Working Papers 15486, National Bureau of Economic Research, Inc.
    5. 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.
    6. Andrew Shipilov & Frédéric C. Godart & Julien Clement, 2017. "Which boundaries? How mobility networks across countries and status groups affect the creative performance of organizations," Strategic Management Journal, Wiley Blackwell, vol. 38(6), pages 1232-1252, June.
    7. Ernest Miguelez & Claudia Noumedem Temgoua, 2020. "Inventor Migration and Knowledge Flows: A Two-Way Communication Channel ?," Post-Print hal-03097427, HAL.
    8. Fassio, Claudio & Geuna, Aldo & Rossi, Federica, 2023. "‘How do firms reach out to foreign universities? Inventors’ personal characteristics and the multinational structure of firms’," Journal of World Business, Elsevier, vol. 58(3).
    9. Jasjit Singh & Ajay Agrawal, 2011. "Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires," Management Science, INFORMS, vol. 57(1), pages 129-150, January.
    10. Wang, Jianlong & Wang, Weilong & Liu, Yong & Wu, Haitao, 2023. "Can industrial robots reduce carbon emissions? Based on the perspective of energy rebound effect and labor factor flow in China," Technology in Society, Elsevier, vol. 72(C).
    11. Sari Pekkala Kerr & William R. Kerr & William F. Lincoln, 2014. "Firms and the Economics of Skilled Immigration," Harvard Business School Working Papers 14-102, Harvard Business School.
    12. Sari Pekkala Kerr & William Kerr & Çaǧlar Özden & Christopher Parsons, 2016. "High-Skilled Migration and Agglomeration," NBER Working Papers 22926, National Bureau of Economic Research, Inc.
    13. C. Fritz Foley & William R. Kerr, 2013. "Ethnic Innovation and U.S. Multinational Firm Activity," Management Science, INFORMS, vol. 59(7), pages 1529-1544, July.
    14. Filatotchev, Igor & Liu, Xiaohui & Lu, Jiangyong & Wright, Mike, 2011. "Knowledge spillovers through human mobility across national borders: Evidence from Zhongguancun Science Park in China," Research Policy, Elsevier, vol. 40(3), pages 453-462, April.
    15. Stoyanov, Andrey & Zubanov, Nikolay, 2014. "The distribution of the gains from spillovers through worker mobility between workers and firms," European Economic Review, Elsevier, vol. 70(C), pages 17-35.
    16. Castellani, Davide & Perri, Alessandra & Scalera, Vittoria G., 2022. "Knowledge integration in multinational enterprises: The role of inventors crossing national and organizational boundaries," Journal of World Business, Elsevier, vol. 57(3).
    17. Alireza Naghavi & Chiara Strozzi, 2017. "Intellectual property rights and diaspora knowledge networks: Can patent protection generate brain gain from skilled migration?," Canadian Journal of Economics, Canadian Economics Association, vol. 50(4), pages 995-1022, November.
    18. Wolfgang Keller, 2009. "International Trade, Foreign Direct Investment, and Technology Spillovers," NBER Working Papers 15442, National Bureau of Economic Research, Inc.
    19. Ekaterina L. Dyachenko, 2016. "Internal Migration of Scientists in Russia and the USA: The Case of Applied Physics," HSE Working papers WP BRP 58/STI/2016, National Research University Higher School of Economics.
    20. Nick Williams, 2018. "Mobilising diaspora to promote homeland investment: The progress of policy in post-conflict economies," Environment and Planning C, , vol. 36(7), pages 1256-1279, November.
    21. Meir Russ, 2017. "The Trifurcation of the Labor Markets in the Networked, Knowledge-Driven, Global Economy," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 8(2), pages 672-703, June.
    22. Nune Hovhannisyan & Wolfgang Keller, 2015. "International business travel: an engine of innovation?," Journal of Economic Growth, Springer, vol. 20(1), pages 75-104, March.
    23. Alireza Naghavi & Chiara Strozzi, 2011. "Intellectual Property Rights, Migration, and Diaspora," Center for Economic Research (RECent) 068, University of Modena and Reggio E., Dept. of Economics "Marco Biagi".
    24. F. Lissoni, 2017. "Highly Skilled and Well Connected: Migrant inventors in Cross-Border M&As," Post-Print hal-02271218, HAL.
    25. Fernandez-Zubieta, Ana & Geuna, Aldo & Lawson, Cornelia, 2015. "What do We Know of the Mobility of Research Scientists and of its Impact on Scientific Production," 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 201508, University of Turin.
    26. Pontus Braunerhjelm & Ding Ding & Per Thulin, 2018. "The knowledge spillover theory of intrapreneurship," Small Business Economics, Springer, vol. 51(1), pages 1-30, June.
    27. Nick Williams & Emmanuella Plakoyiannaki & Besnik A. Krasniqi, 2023. "When Forced Migrants Go Home: The Journey of Returnee Entrepreneurs in the Post-conflict Economies of Bosnia & Herzegovina and Kosovo," Entrepreneurship Theory and Practice, , vol. 47(2), pages 430-460, March.
    28. Herstad, Sverre J., 2015. "Imitate, or innovate and collaborate? On innovation strategy choices in the urban economy," Papers in Innovation Studies 2015/8, Lund University, CIRCLE - Centre for Innovation Research.
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    33. Norbäck, Pehr-Johan & Olsson, Martin & Persson, Lars, 2016. "Talent Development and Labour Market Integration: The Case of EU Football," Working Paper Series 1126, Research Institute of Industrial Economics, revised 14 Mar 2018.
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    37. Ganguly, Madhuparna, 2021. "Stronger Patent Regime, Innovation and Scientist Mobility," MPRA Paper 107635, University Library of Munich, Germany.
    38. Ernest Miguélez & Rosina Moreno, 2013. "Skilled labour mobility, networks and knowledge creation in regions: a panel data approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(1), pages 191-212, August.
    39. Alireza Naghavi & Chiara Strozzi, "undated". "Intellectual Property Rights and Diaspora Knowledge Networks," Development Working Papers 380, Centro Studi Luca d'Agliano, University of Milano.
    40. Sonderegger, Petra & Täube, Florian, 2010. "Cluster life cycle and diaspora effects: Evidence from the Indian IT cluster in Bangalore," Journal of International Management, Elsevier, vol. 16(4), pages 383-397, December.
    41. Braunerhjelm, Pontus & Ding, Ding & Thulin, Per, 2020. "Labour market mobility, knowledge diffusion and innovation," European Economic Review, Elsevier, vol. 123(C).
    42. Marzieh Abolhassani, 2024. "Productivity Spillovers of Superior Firms Through Worker Mobility," De Economist, Springer, vol. 172(1), pages 1-23, March.
    43. Nukhet Harmancioglu & Gerard J Tellis, 2018. "Silicon envy: How global innovation clusters hurt or stimulate each other across developed and emerging markets," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(7), pages 902-918, September.
    44. Francesco LISSONI, 2016. "Migration and Innovation Diffusion : An Eclectic Survey," Cahiers du GREThA (2007-2019) 2016-11, Groupe de Recherche en Economie Théorique et Appliquée (GREThA).
    45. Thulin, Per, 2009. "Labor Mobility, Knowledge Diffusion And Regional Growth," Working Paper Series in Economics and Institutions of Innovation 209, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
    46. Rashidi, Sheida & Pyka, Andreas, 2013. "Migration and innovation: A survey," FZID Discussion Papers 77-2013, University of Hohenheim, Center for Research on Innovation and Services (FZID).
    47. Martin Ganco & Rosemarie H. Ziedonis & Rajshree Agarwal, 2015. "More stars stay, but the brightest ones still leave: Job hopping in the shadow of patent enforcement," Strategic Management Journal, Wiley Blackwell, vol. 36(5), pages 659-685, May.
    48. Schneider, Lutz & Kubis, Alexander & Wiest, Delia, 2010. "Selektivität, soziale Bindung und räumliche Mobilität –Eine Analyse der Rückkehrpräferenz," IWH Discussion Papers 17/2010, Halle Institute for Economic Research (IWH).
    49. Tse, Caleb H. & Yim, Chi Kin Bennett & Yin, Eden & Wan, Feng & Jiao, Hao, 2021. "R&D activities and innovation performance of MNE subsidiaries: The moderating effects of government support and entry mode," Technological Forecasting and Social Change, Elsevier, vol. 166(C).
    50. Tania Babina & Sabrina T. Howell, 2018. "Entrepreneurial Spillovers from Corporate R&D," NBER Working Papers 25360, National Bureau of Economic Research, Inc.
    51. Siping Luo & Mary E. Lovely & David Popp, 2017. "Intellectual returnees as drivers of indigenous innovation: Evidence from the Chinese photovoltaic industry," The World Economy, Wiley Blackwell, vol. 40(11), pages 2424-2454, November.
    52. Wellalage, Nirosha Hewa & Fernandez, Viviana & Bui, Trang, 2023. "Immigration and entrepreneurship: Is there a uniform relationship across countries?," International Review of Economics & Finance, Elsevier, vol. 85(C), pages 270-285.
    53. Alexander Oettl, 2012. "Reconceptualizing Stars: Scientist Helpfulness and Peer Performance," Management Science, INFORMS, vol. 58(6), pages 1122-1140, June.
    54. Elena Grinza & Francesco Quatraro, 2018. "Workers' Replacements and Firms' Innovation Dynamics: New Evidence from Italian Matched Longitudinal Data," Carlo Alberto Notebooks 550, Collegio Carlo Alberto.
    55. Caviggioli, Federico & Jensen, Paul & Scellato, Giuseppe, 2020. "Highly skilled migrants and technological diversification in the US and Europe," Technological Forecasting and Social Change, Elsevier, vol. 154(C).
    56. William R. Kerr, 2014. "U.S. High-Skilled Immigration, Innovation, and Entrepreneurship: Empirical Approaches and Evidence," WIPO Economic Research Working Papers 16, World Intellectual Property Organization - Economics and Statistics Division.
    57. Martin Andersson & Per Thulin, 2013. "Does spatial employment density spur inter-firm job switching?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 51(1), pages 245-272, August.
    58. Namgyoo K. Park & Monica Youngshin Chun & Jeonghwan Lee, 2019. "How Do Mobility Direction and Human Assets of Mobile Engineers Affect Joint Knowledge Creation after M&As?," Sustainability, MDPI, vol. 11(16), pages 1-21, August.
    59. Pehr‐Johan Norbäck & Martin Olsson & Lars Persson, 2021. "Talent development and labour market integration in European football," The World Economy, Wiley Blackwell, vol. 44(2), pages 367-408, February.
    60. Sverre J. Herstad, 2018. "Beyond ‘related variety’: how inflows of skills shape innovativeness in different industries," European Planning Studies, Taylor & Francis Journals, vol. 26(2), pages 396-420, February.
    61. Crescenzi, Riccardo & Gagliardi, Luisa, 2018. "The innovative performance of firms in heterogeneous environments: The interplay between external knowledge and internal absorptive capacities," Research Policy, Elsevier, vol. 47(4), pages 782-795.
    62. Sunil Mithas & Henry C. Lucas, Jr., 2010. "Are Foreign IT Workers Cheaper? U.S. Visa Policies and Compensation of Information Technology Professionals," Management Science, INFORMS, vol. 56(5), pages 745-765, May.
    63. Wentian Shi & Quansheng Fu & Wenlong Yang & Fan Yang & Xiao Lin & Xueying Mu, 2022. "The spatial relationship between the mobility and scientific cooperation of Chinese scientists," Growth and Change, Wiley Blackwell, vol. 53(2), pages 951-971, June.
    64. Vera Kunczer & Thomas Lindner & Jonas Puck, 2019. "Benefitting from immigration: The value of immigrants’ country knowledge for firm internationalization," Journal of International Business Policy, Palgrave Macmillan, vol. 2(4), pages 356-375, December.
    65. Jana Schmutzler & Veneta Andonova & Jonathan Perez-Lopez, 2021. "The role of diaspora in opportunity-driven entrepreneurial ecosystems: A mixed-methods study of Balkan economies," International Entrepreneurship and Management Journal, Springer, vol. 17(2), pages 693-729, June.
    66. J. Herstad , Sverre & Ebersberger , Bernd & Asheim, Bjørn, 2013. "MNC affiliation, knowledge bases and involvement in global innovation networks," Papers in Innovation Studies 2013/12, Lund University, CIRCLE - Centre for Innovation Research.
    67. van der Zwan, Peter & Hessels, Jolanda & Rietveld, Cornelius A., 2018. "Self-employment and satisfaction with life, work, and leisure," Journal of Economic Psychology, Elsevier, vol. 64(C), pages 73-88.
    68. Prithwiraj Choudhury & Kirk Doran & Astrid Marinoni & Chungeun Yoon, 2022. "Loss of Peers and Individual Worker Performance: Evidence from H-1B Visa Denials," CESifo Working Paper Series 10152, CESifo.
    69. Siping Luo & Mary E. Lovely & David Popp, 2013. "Intellectual Returnees as Drivers of Indigenous Innovation: Evidence from the Chinese Photovoltaic Industry," NBER Working Papers 19518, National Bureau of Economic Research, Inc.
    70. Joel Blit, 2017. "Learning remotely: R&D satellites, intra‐firm linkages, and knowledge sourcing," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(4), pages 757-781, December.
    71. Ernest Miguelez, 2013. "How does geographical mobility of inventors influence network formation?," WIPO Economic Research Working Papers 07, World Intellectual Property Organization - Economics and Statistics Division, revised Apr 2013.
    72. Naghavi, Alireza & Strozzi, Chiara, 2015. "Intellectual property rights, diasporas, and domestic innovation," Journal of International Economics, Elsevier, vol. 96(1), pages 150-161.
    73. Farok J. Contractor & Vikas Kumar & Charles Dhanaraj, 2015. "Leveraging India: Global Interconnectedness and Locational Competitive Advantage," Management International Review, Springer, vol. 55(2), pages 159-179, April.
    74. Shyam Gouri Suresh, 2015. "The Aggregate and Distributional Effects of Migration Policies: A Multifaceted Analysis," Working Papers 15-01, Davidson College, Department of Economics.
    75. Joshua S. Graff Zivin & Elizabeth Lyons, 2018. "Can Innovators be Created? Experimental Evidence from an Innovation Contest," NBER Working Papers 24339, National Bureau of Economic Research, Inc.
    76. Norasingh, Xaysomphet & Machikita, Tomohiro & Ueki, Yasushi, 2015. "South-South technology transfer to Laos through face-to-face contacts," Journal of Business Research, Elsevier, vol. 68(7), pages 1420-1425.
    77. Audretsch, David B. & Lehmann, Erik E. & Menter, Matthias & Wirsching, Katharine, 2021. "Intrapreneurship and absorptive capacities: The dynamic effect of labor mobility," Technovation, Elsevier, vol. 99(C).
    78. Herstad, Sverre J. & Sandven, Tore & Ebersberger, Bernd, 2015. "Recruitment, knowledge integration and modes of innovation," Research Policy, Elsevier, vol. 44(1), pages 138-153.
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    81. Lin, Daomi & Zheng, Wei & Lu, Jiangyong & Liu, Xiaohui & Wright, Mike, 2019. "Forgotten or not? Home country embeddedness and returnee entrepreneurship," Journal of World Business, Elsevier, vol. 54(1), pages 1-13.
    82. BeomJu Park & Chang-Yang Lee, 2023. "Does R&D cooperation with competitors cause firms to invest in R&D more intensively? evidence from Korean manufacturing firms," The Journal of Technology Transfer, Springer, vol. 48(3), pages 1045-1076, June.
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    Cited by:

    1. Kristy Buzard & Gerald A. Carlino, 2009. "The geography of research and development activity in the U.S," Working Papers 09-16, Federal Reserve Bank of Philadelphia.
    2. Kerr, William R., 2010. "Breakthrough inventions and migrating clusters of innovation," Journal of Urban Economics, Elsevier, vol. 67(1), pages 46-60, January.
    3. Riccardo Crescenzi & Max Nathan & Andrés Rodríguez-Pose, 2014. "Do Inventors Talk to Strangers? On Proximity and Collaborative Knowledge Creation," SERC Discussion Papers 0153, Centre for Economic Performance, LSE.
    4. Claudio Fassio & Aldo Geuna & Federica Rossi, 2019. "International knowledge flows between industry inventors and universities: The role of multinational companies," Working Papers 44, Birkbeck Centre for Innovation Management Research, revised Feb 2021.
    5. Christian Omobhude & Shih-Hsin Chen, 2019. "The Roles and Measurements of Proximity in Sustained Technology Development: A Literature Review," Sustainability, MDPI, vol. 11(1), pages 1-30, January.
    6. Robert Huggins & Daniel Prokop & Piers Thompson, 2020. "Universities and open innovation: the determinants of network centrality," The Journal of Technology Transfer, Springer, vol. 45(3), pages 718-757, June.
    7. Yuxue Sheng & James LeSage, 2021. "A spatial regression methodology for exploring the role of regional connectivity in knowledge production: Evidence from Chinese regions," Papers in Regional Science, Wiley Blackwell, vol. 100(4), pages 847-874, August.
    8. Baruffaldi, Stefano H. & Landoni, Paolo, 2012. "Return mobility and scientific productivity of researchers working abroad: The role of home country linkages," Research Policy, Elsevier, vol. 41(9), pages 1655-1665.
    9. Corinne Autant-Bernard & Cilem Selin Hazir & James Lesage, 2014. "The Role of R&D Collaboration Networks on Regional Innovation Performance," Post-Print halshs-01090736, HAL.
    10. Yasusada Murata & Ryo Nakajima & Ryosuke Okamoto & Ryuichi Tamura, 2011. "Localized knowledge spillovers and patent citations: A distance-based approach," KIER Working Papers 763, Kyoto University, Institute of Economic Research.
    11. Fassio, Claudio & Geuna, Aldo & Rossi, Federica, 2023. "‘How do firms reach out to foreign universities? Inventors’ personal characteristics and the multinational structure of firms’," Journal of World Business, Elsevier, vol. 58(3).
    12. Crescenzi, Riccardo & Filippetti, Andrea & Iammarino, Simona, 2017. "Academic inventors: collaboration and proximity with industry," LSE Research Online Documents on Economics 67961, London School of Economics and Political Science, LSE Library.
    13. Cassi, Lorenzo & Plunket, Anne, 2013. "Proximity, network formation and inventive performance: in search of the proximity paradox," MPRA Paper 47388, University Library of Munich, Germany.
    14. Jasjit Singh & Ajay Agrawal, 2011. "Recruiting for Ideas: How Firms Exploit the Prior Inventions of New Hires," Management Science, INFORMS, vol. 57(1), pages 129-150, January.
    15. Yuanxi Li & Tieshan Sun & Yukang Sun, 2024. "Linkage‐ and structure‐based technological proximity and interregional spillovers of innovation growth," Growth and Change, Wiley Blackwell, vol. 55(1), March.
    16. Kristy Buzard & Gerald A. Carlino & Jake Carr & Robert M. Hunt & Tony E. Smith, 2015. "Localized Knowledge Spillovers: Evidence from the Agglomeration of American R&D Labs and Patent Data," Working Papers 15-3, Federal Reserve Bank of Philadelphia.
    17. Xavier Jaravel & Neviana Petkova & Alex Bell, 2018. "Team-Specific Capital and Innovation," American Economic Review, American Economic Association, vol. 108(4-5), pages 1034-1073, April.
    18. Wang, Fang, 2024. "Does the recombination of distant scientific knowledge generate valuable inventions? An analysis of pharmaceutical patents," Technovation, Elsevier, vol. 130(C).
    19. Cilem Selin Hazir, 2011. "Conceptualizing the Role of Geographical Proximity in Project Based R&D Networks: A Literature Survey," ERSA conference papers ersa11p1616, European Regional Science Association.
    20. Ernest Miguélez, 2018. "Inventor Diasporas and the Internationalization of Technology," The World Bank Economic Review, World Bank, vol. 32(1), pages 41-63.
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    Cited by:

    1. Foray, Dominique & Lissoni, Francesco, 2010. "University Research and Public–Private Interaction," 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 275-314, Elsevier.
    2. Rosell, Carlos & Agrawal, Ajay, 2009. "Have university knowledge flows narrowed?: Evidence from patent data," Research Policy, Elsevier, vol. 38(1), pages 1-13, February.
    3. Dechenaux, Emmanuel & Thursby, Marie & Thursby, Jerry, 2009. "Shirking, sharing risk and shelving: The role of university license contracts," International Journal of Industrial Organization, Elsevier, vol. 27(1), pages 80-91, January.

  21. Agrawal, Ajay & Cockburn, Iain, 2003. "The anchor tenant hypothesis: exploring the role of large, local, R&D-intensive firms in regional innovation systems," International Journal of Industrial Organization, Elsevier, vol. 21(9), pages 1227-1253, November.

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    1. Robinson, Douglas K.R. & Rip, Arie & Mangematin, Vincent, 2007. "Technological agglomeration and the emergence of clusters and networks in nanotechnology," Research Policy, Elsevier, vol. 36(6), pages 871-879, July.
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    4. Joshua Drucker & Harvey Goldstein, 2007. "Assessing the Regional Economic Development Impacts of Universities: A Review of Current Approaches," International Regional Science Review, , vol. 30(1), pages 20-46, January.
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    7. Berbegal-Mirabent, Jasmina & Sánchez García, José Luís & Ribeiro-Soriano, D. Enrique, 2015. "University–industry partnerships for the provision of R&D services," Journal of Business Research, Elsevier, vol. 68(7), pages 1407-1413.
    8. Jose-Luis Hervas-Oliver, 2012. "Are technological gatekeepers constraining my cluster? Unfolding the paradox of gatekeepers resilience across cluster life cycle stages," Papers in Evolutionary Economic Geography (PEEG) 1206, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised May 2012.
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    1. Bradford Barham & Jeremy Foltz & Ana Paula Melo, 2020. "Academic Engagement, Commercialization, and Scholarship: Empirical Evidence from Agricultural and Life Scientists at US Land Grant Universities," NBER Chapters, in: Economics of Research and Innovation in Agriculture, pages 179-208, National Bureau of Economic Research, Inc.
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    5. Luciano Martins Costa Póvoa, 2008. "A Crescente Importância Das Universidades E Institutos Públicos De Pesquisa No Processo De Catching-Up Tecnológico," Anais do XIII Semin·rio sobre a Economia Mineira [Proceedings of the 13th Seminar on the Economy of Minas Gerais], in: Anais do XIII Seminário sobre a Economia Mineira [Proceedings of the 13th Seminar on the Economy of Minas Gerais], Cedeplar, Universidade Federal de Minas Gerais.
    6. Gersbach, Hans & Sorger, Gerhard & Amon, Christian, 2018. "Hierarchical growth: Basic and applied research," Journal of Economic Dynamics and Control, Elsevier, vol. 90(C), pages 434-459.
    7. Kox, Henk L.M., 2022. "Testing the knowledge-capital model of foreign direct investment: New evidence," MPRA Paper 114177, University Library of Munich, Germany.
    8. Kasia Zalewska-Kurek & Rainer Harms, 2020. "Managing autonomy in university–industry research: a case of collaborative Ph.D. projects in the Netherlands," Review of Managerial Science, Springer, vol. 14(2), pages 393-416, April.
    9. Pierre Azoulay & Joshua S. Graff Zivin & Danielle Li & Bhaven N. Sampat, 2015. "Public R&D Investments and Private-sector Patenting: Evidence from NIH Funding Rules," NBER Working Papers 20889, National Bureau of Economic Research, Inc.
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    39. Katerina Sideri & Andreas Panagopoulos, 2016. "Setting up a Technology Commercialization Office at a Non-Entrepreneurial University: An Insider's Look at Practices and Culture," Working Papers 1609, University of Crete, Department of Economics.
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    322. Sotaro Shibayama, 2012. "Conflict between entrepreneurship and open science, and the transition of scientific norms," The Journal of Technology Transfer, Springer, vol. 37(4), pages 508-531, August.
    323. Walter, Sascha G. & Schmidt, Arne & Walter, Achim, 2010. "The Patenting Behavior of Academic Founders," EconStor Preprints 37083, ZBW - Leibniz Information Centre for Economics.
    324. Fiona Murray & Scott Stern, 2007. "When Ideas Are Not Free: The Impact of Patents on Scientific Research," NBER Chapters, in: Innovation Policy and the Economy, Volume 7, pages 33-69, National Bureau of Economic Research, Inc.
    325. Sharon Belenzon & Mark Schankerman, 2007. "The Impact of Private Ownership, Incentives and Local Development Objectives on University Technology Transfer Performance," CEP Discussion Papers dp0779, Centre for Economic Performance, LSE.
    326. Dovev Lavie & Israel Drori, 2012. "Collaborating for Knowledge Creation and Application: The Case of Nanotechnology Research Programs," Organization Science, INFORMS, vol. 23(3), pages 704-724, June.
    327. Lee Branstetter & Reiko Aoki, 2005. "Is Academic Science Raising Innovative Productivity? Theory and Evidence from Firm-Level Data," Hi-Stat Discussion Paper Series d05-86, Institute of Economic Research, Hitotsubashi University.
    328. Ruimin Ma & Erjia Yan, 2016. "Uncovering inter-specialty knowledge communication using author citation networks," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(2), pages 839-854, November.
    329. Devrim Göktepe-Hulten & Prashanth Mahagaonkar, 2010. "Inventing and patenting activities of scientists: in the expectation of money or reputation?," The Journal of Technology Transfer, Springer, vol. 35(4), pages 401-423, August.
    330. Poh Kam Wong & Annette Singh, 2010. "University patenting activities and their link to the quantity and quality of scientific publications," Scientometrics, Springer;Akadémiai Kiadó, vol. 83(1), pages 271-294, April.
    331. Réjean Landry & Nabil Amara & Mathieu Ouimet, 2007. "Determinants of knowledge transfer: evidence from Canadian university researchers in natural sciences and engineering," The Journal of Technology Transfer, Springer, vol. 32(6), pages 561-592, December.
    332. Markman, Gideon D. & Phan, Phillip H. & Balkin, David B. & Gianiodis, Peter T., 2005. "Entrepreneurship and university-based technology transfer," Journal of Business Venturing, Elsevier, vol. 20(2), pages 241-263, March.
    333. Paul Olk & Terri L. Griffith, 2004. "Creating and Disseminating Knowledge Among Organizational Scholars: The Role of Special Issues," Organization Science, INFORMS, vol. 15(1), pages 120-129, February.
    334. Nicola Baldini, 2008. "Negative effects of university patenting: Myths and grounded evidence," Scientometrics, Springer;Akadémiai Kiadó, vol. 75(2), pages 289-311, May.
    335. Dewatripont, Mathias & Stein, Jeremy & Aghion, Philippe, 2007. "Academic Freedom, Private-Sector Focus and the Process of Innovation," CEPR Discussion Papers 6234, C.E.P.R. Discussion Papers.
    336. Meng, Donghui & Li, Xianjun & Rong, Ke, 2019. "Industry-to-university knowledge transfer in ecosystem-based academic entrepreneurship: Case study of automotive dynamics & control group in Tsinghua University," Technological Forecasting and Social Change, Elsevier, vol. 141(C), pages 249-262.
    337. Walsh, John P. & Huang, Hsini, 2014. "Local context, academic entrepreneurship and open science: Publication secrecy and commercial activity among Japanese and US scientists," Research Policy, Elsevier, vol. 43(2), pages 245-260.
    338. Marcus Wagner, 2007. "The Link between Environmental Innovation, Patents, and Environmental Management," DRUID Working Papers 07-14, DRUID, Copenhagen Business School, Department of Industrial Economics and Strategy/Aalborg University, Department of Business Studies.
    339. Stéphane Lhuillery, 2005. "Organisation and location of academic sourcing at the firm level," CEMI Working Papers cemi-report-2005-001, Ecole Polytechnique Fédérale de Lausanne, Collège du Management de la Technologie, Management of Technology and Entrepreneurship Institute, Chaire en Economie et Management de l'Innovation.
    340. José Manuel Pastor & Lorenzo Serrano, 2016. "The determinants of the research output of universities: specialization, quality and inefficiencies," Scientometrics, Springer;Akadémiai Kiadó, vol. 109(2), pages 1255-1281, November.
    341. Abreu, Maria & Grinevich, Vadim, 2013. "The nature of academic entrepreneurship in the UK: Widening the focus on entrepreneurial activities," Research Policy, Elsevier, vol. 42(2), pages 408-422.
    342. Gideon D. Markman & Peter T. Gianiodis & Phillip H. Phan, 2009. "Supply‐Side Innovation and Technology Commercialization," Journal of Management Studies, Wiley Blackwell, vol. 46(4), pages 625-649, June.
    343. Jain, Sanjay & George, Gerard & Maltarich, Mark, 2009. "Academics or entrepreneurs? Investigating role identity modification of university scientists involved in commercialization activity," Research Policy, Elsevier, vol. 38(6), pages 922-935, July.
    344. Claudia Werker & Christian Hopp, 2020. "Balancing act between research and application: how research orientation and networks affect scholars’ academic and commercial output," Journal of Business Economics, Springer, vol. 90(8), pages 1171-1197, September.
    345. Ma, Yonghong & Li, Baoxiang, 2022. "Effect of digitalization on knowledge transfer from universities to enterprises: Evidence from postdoctoral workstation of Chinese enterprises," Technology in Society, Elsevier, vol. 71(C).
    346. Paolo Calvosa, 2014. "L?evoluzione del ruolo degli uffici di trasferimento tecnologico delle universit? italiane e l?impatto sul territorio: il caso del Politecnico di Milano," ECONOMIA E DIRITTO DEL TERZIARIO, FrancoAngeli Editore, vol. 2014(1), pages 81-110.
    347. Khanna, Rajat, 2021. "Aftermath of a tragedy: A star's death and coauthors’ subsequent productivity," Research Policy, Elsevier, vol. 50(2).
    348. Gustavo Crespi & Aldo Geuna & Lionel Nesta, 2007. "The mobility of university inventors in Europe," The Journal of Technology Transfer, Springer, vol. 32(3), pages 195-215, June.
    349. Jing Xia & Wei Liu & Sang-Bing Tsai & Guodong Li & Chien-Chi Chu & Kai Wang, 2018. "A System Dynamics Framework for Academic Entrepreneurship," Sustainability, MDPI, vol. 10(7), pages 1-25, July.
    350. Andrea Bonaccorsi & Massimo Colombo & Massimiliano Guerini & Cristina Rossi-Lamastra, 2014. "The impact of local and external university knowledge on the creation of knowledge-intensive firms: evidence from the Italian case," Small Business Economics, Springer, vol. 43(2), pages 261-287, August.
    351. Calderini, Mario & Franzoni, Chiara & Vezzulli, Andrea, 2007. "If star scientists do not patent: The effect of productivity, basicness and impact on the decision to patent in the academic world," Research Policy, Elsevier, vol. 36(3), pages 303-319, April.
    352. Alexander Schacht, 2012. "Commercializing inventions from public research: Does speed matter?," Jena Economics Research Papers 2012-026, Friedrich-Schiller-University Jena.
    353. Bramwell, Allison & Wolfe, David A., 2008. "Universities and regional economic development: The entrepreneurial University of Waterloo," Research Policy, Elsevier, vol. 37(8), pages 1175-1187, September.
    354. Lee Branstetter & Kwon Hyeog Ug, 2004. "The Restructuring Of Japanese Research And Development: The Increasing Impact Of Science On Japanese R&D," Discussion papers 04021, Research Institute of Economy, Trade and Industry (RIETI).

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. 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.
  3. Ajay Agrawal & John McHale & Alexander Oettl, 2018. "Finding Needles in Haystacks: Artificial Intelligence and Recombinant Growth," NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 149-174, 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. Ruqing Xu, 2024. "Persuasion, Delegation, and Private Information in Algorithm-Assisted Decisions," Papers 2402.09384, arXiv.org, revised Feb 2024.
    2. 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).
    3. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2018. "Economic Policy for Artificial Intelligence," NBER Working Papers 24690, National Bureau of Economic Research, Inc.
    10. Chu, Angus C. & Cozzi, Guido & Furukawa, Yuichi & Liao, Chih-Hsing, 2018. "Should the Government Subsidize Innovation or Automation?," MPRA Paper 88276, University Library of Munich, Germany.
    11. 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.
    12. Łukasz Arendt & Eugeniusz Kwiatkowski, 2023. "Kontrowersje wokół wpływu nowoczesnych technologii na zatrudnienie i bezrobocie," Ekonomista, Polskie Towarzystwo Ekonomiczne, issue 2, pages 195-216.
    13. 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).
    14. 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.
    15. Xueyuan Gao & Hua Feng, 2023. "AI-Driven Productivity Gains: Artificial Intelligence and Firm Productivity," Sustainability, MDPI, vol. 15(11), pages 1-21, June.

  5. 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.
  6. Ajay Agrawal & John Horton & Nicola Lacetera & Elizabeth Lyons, 2015. "Digitization and the Contract Labor Market: A Research Agenda," NBER Chapters, in: Economic Analysis of the Digital Economy, pages 219-250, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  7. Ajay Agrawal & John McHale & Alexander Oettl, 2014. "Collaboration, Stars, and the Changing Organization of Science: Evidence from Evolutionary Biology," NBER Chapters, in: The Changing Frontier: Rethinking Science and Innovation Policy, pages 75-102, National Bureau of Economic Research, Inc.
    See citations under working paper version above.
  8. 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.
  9. Ajay Agrawal & Iain Cockburn & Carlos Rosell, 2010. "Not Invented Here? Innovation in Company Towns," NBER Chapters, in: Cities and Entrepreneurship, 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.

    Cited by:

    1. Filippo Belloc & Gabriel Burdin & Fabio Landini, 2023. "Advanced Technologies and Worker Voice," Economica, London School of Economics and Political Science, vol. 90(357), pages 1-38, January.
    2. Akash Malhotra, 2021. "A hybrid econometric–machine learning approach for relative importance analysis: prioritizing food policy," Eurasian Economic Review, Springer;Eurasia Business and Economics Society, vol. 11(3), pages 549-581, September.
    3. Jérôme Dugast & Thierry Foucault, 2023. "Equilibrium Data Mining and Data Abundance," Post-Print hal-04390474, HAL.
    4. 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.
    5. 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.
    6. 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.
    7. Philippe Goulet Coulombe & Maxime Leroux & Dalibor Stevanovic & Stéphane Surprenant, 2019. "How is Machine Learning Useful for Macroeconomic Forecasting?," CIRANO Working Papers 2019s-22, CIRANO.
    8. 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," Departmental Working Papers 2019-01, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    9. Francesco Decarolis & Cristina Giorgiantonio, 2020. "Corruption red flags in public procurement: new evidence from Italian calls for tenders," Questioni di Economia e Finanza (Occasional Papers) 544, Bank of Italy, Economic Research and International Relations Area.
    10. Alex Chernoff & Gabriela Galassi, 2023. "Digitalization: Labour Markets," Discussion Papers 2023-16, Bank of Canada.
    11. Julie Buhl-Wiggers & Jason Kerwin & Juan Muñoz-Morales & Jeffrey Smith & Rebecca Thornton, 2022. "Some children left behind: Variation in the effects of an educational intervention," Post-Print hal-03972201, HAL.
    12. Jakub Growiec, 2020. "Automation, Partial and Full," KAE Working Papers 2020-048, Warsaw School of Economics, Collegium of Economic Analysis.
    13. 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.
    14. 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.
    15. Bart van Ark & Anthony J. Venables, 2020. "A Concerted Effort to Tackle the UK Productivity Puzzle," International Productivity Monitor, Centre for the Study of Living Standards, vol. 39, pages 3-15, Fall.
    16. 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.
    17. Czarnitzki, Dirk & Fernández, Gastón P. & Rammer, Christian, 2022. "Artificial intelligence and firm-level productivity," ZEW Discussion Papers 22-005, ZEW - Leibniz Centre for European Economic Research.
    18. Gries, Thomas & Naudé, Wim, 2021. "Modelling Artificial Intelligence in Economics," IZA Discussion Papers 14171, Institute of Labor Economics (IZA).
    19. Feras A. Batarseh & Munisamy Gopinath & Anderson Monken & Zhengrong Gu, 2021. "Public Policymaking for International Agricultural Trade using Association Rules and Ensemble Machine Learning," Papers 2111.07508, arXiv.org.
    20. Mookherjee, Dilip & Ray, Debraj, 2020. "Growth, Automation and the Long Run Share of Labor," CEPR Discussion Papers 14286, C.E.P.R. Discussion Papers.
    21. 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.
    22. Teppo Felin & Stuart Kauffman & Todd Zenger, 2023. "Resource origins and search," Strategic Management Journal, Wiley Blackwell, vol. 44(6), pages 1514-1533, June.
    23. 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.
    24. 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, October.
    25. 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.
    26. Christoph March, 2019. "The Behavioral Economics of Artificial Intelligence: Lessons from Experiments with Computer Players," CESifo Working Paper Series 7926, CESifo.
    27. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2021. "Detecting the labour-friendly nature of AI product innovation," DISCE - Quaderni del Dipartimento di Politica Economica dipe0017, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    28. Steve J. Bickley & Ho Fai Chan & Benno Torgler, 2022. "Artificial intelligence in the field of economics," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(4), pages 2055-2084, April.
    29. Iñaki Aldasoro & Sebastian Doerr & Leonardo Gambacorta & Daniel Rees, 2024. "The impact of artificial intelligence on output and inflation," BIS Working Papers 1179, Bank for International Settlements.
    30. Skare, Marinko & Porada-Rochoń, Małgorzata, 2022. "Technology and social equality in the United States," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    31. 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.
    32. 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.
    33. 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).
    34. 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.
    35. 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.
    36. Laura Barbieri & Chiara Mussida & Mariacristina Piva & Marco Vivarelli, 2019. "Testing the employment impact of automation, robots and AI: A survey and some methodological issues," DISCE - Quaderni del Dipartimento di Politica Economica dipe0006, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    37. 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.
    38. 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).
    39. 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.
    40. 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).
    41. 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).
    42. 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.
    43. 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.
    44. 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.
    45. 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.
    46. 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.
    47. 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.
    48. 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.
    49. Lenz, Fulko, 2020. "Plattformökonomie – zwischen Abwehr und Wunschdenken," Zeitthemen 03, Stiftung Marktwirtschaft / The Market Economy Foundation, Berlin.
    50. Nygaard, Christian & Parkinson, Sharon & reynolds, margaret, 2021. "Agglomeration effects and housing market dynamics," SocArXiv k9tcx, Center for Open Science.
    51. Susan C. Athey & Kevin A. Bryan & Joshua S. Gans, 2020. "The Allocation of Decision Authority to Human and Artificial Intelligence," NBER Working Papers 26673, National Bureau of Economic Research, Inc.
    52. Enrique Ide & Eduard Talamas, 2023. "Artificial Intelligence in the Knowledge Economy," Papers 2312.05481, arXiv.org, revised May 2024.
    53. 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).
    54. 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.
    55. Andre Assumpcao & Julio Trecenti, 2020. "Judicial Favoritism of Politicians: Evidence from Small Claims Court," Papers 2001.00889, arXiv.org, revised Jan 2020.
    56. 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.
    57. Katya Klinova & Anton Korinek, 2021. "AI and Shared Prosperity," Papers 2105.08475, arXiv.org.
    58. Werner, Tobias, 2021. "Algorithmic and human collusion," DICE Discussion Papers 372, Heinrich Heine University Düsseldorf, Düsseldorf Institute for Competition Economics (DICE).
    59. Werner, Tobias, 2023. "Algorithmic and Human Collusion," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277573, Verein für Socialpolitik / German Economic Association.
    60. March, Christoph, 2021. "Strategic interactions between humans and artificial intelligence: Lessons from experiments with computer players," Journal of Economic Psychology, Elsevier, vol. 87(C).
    61. Brea, Edgar & Ford, Jerad A., 2023. "No silver bullet: Cognitive technology does not lead to novelty in all firms," Technovation, Elsevier, vol. 122(C).
    62. 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.
    63. 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).
    64. Eder, Andreas & Koller, Wolfgang & Mahlberg, Bernhard, 2021. "Economy 4.0: Employment effects by occupation, industry, and gender," MPRA Paper 107986, University Library of Munich, Germany.
    65. Antonioli, Davide & Marzucchi, Alberto & Rentocchini, Francesco & Vannuccini, Simone, 2024. "Robot adoption and product innovation," Research Policy, Elsevier, vol. 53(6).
    66. Manuel Trajtenberg, 2020. "Comment on Innovation in the US Federal Government," NBER Chapters, in: The Role of Innovation and Entrepreneurship in Economic Growth, pages 464-473, National Bureau of Economic Research, Inc.
    67. 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.
    68. Cathles, Alison & Nayyar, Gaurav & Rückert, Désirée, 2020. "Digital technologies and firm performance: Evidence from Europe," EIB Working Papers 2020/06, European Investment Bank (EIB).
    69. Ilan Noy & Shakked Noy, 2022. "The Short-Termism of 'Hard' Economics," CESifo Working Paper Series 10160, CESifo.
    70. 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.
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    4. 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.
    5. 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.
    6. 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.
    7. Philippe Goulet Coulombe & Maxime Leroux & Dalibor Stevanovic & Stéphane Surprenant, 2019. "How is Machine Learning Useful for Macroeconomic Forecasting?," CIRANO Working Papers 2019s-22, CIRANO.
    8. 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," Departmental Working Papers 2019-01, Department of Economics, Management and Quantitative Methods at Università degli Studi di Milano.
    9. Francesco Decarolis & Cristina Giorgiantonio, 2020. "Corruption red flags in public procurement: new evidence from Italian calls for tenders," Questioni di Economia e Finanza (Occasional Papers) 544, Bank of Italy, Economic Research and International Relations Area.
    10. Julie Buhl-Wiggers & Jason Kerwin & Juan Muñoz-Morales & Jeffrey Smith & Rebecca Thornton, 2022. "Some children left behind: Variation in the effects of an educational intervention," Post-Print hal-03972201, HAL.
    11. Jakub Growiec, 2020. "Automation, Partial and Full," KAE Working Papers 2020-048, Warsaw School of Economics, Collegium of Economic Analysis.
    12. 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.
    13. Bart van Ark & Anthony J. Venables, 2020. "A Concerted Effort to Tackle the UK Productivity Puzzle," International Productivity Monitor, Centre for the Study of Living Standards, vol. 39, pages 3-15, Fall.
    14. Siegmann, K.A. & Ivosevic, P. & Visser, O., 2021. "Working like machines: Exploring effects of technological change on migrant labour in Dutch horticulture," ISS Working Papers - General Series 691, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
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    17. Feras A. Batarseh & Munisamy Gopinath & Anderson Monken & Zhengrong Gu, 2021. "Public Policymaking for International Agricultural Trade using Association Rules and Ensemble Machine Learning," Papers 2111.07508, arXiv.org.
    18. Mookherjee, Dilip & Ray, Debraj, 2020. "Growth, Automation and the Long Run Share of Labor," CEPR Discussion Papers 14286, C.E.P.R. Discussion Papers.
    19. Paiola, Marco & Schiavone, Francesco & Khvatova, Tatiana & Grandinetti, Roberto, 2021. "Prior knowledge, industry 4.0 and digital servitization. An inductive framework," Technological Forecasting and Social Change, Elsevier, vol. 171(C).
    20. 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.
    21. Teppo Felin & Stuart Kauffman & Todd Zenger, 2023. "Resource origins and search," Strategic Management Journal, Wiley Blackwell, vol. 44(6), pages 1514-1533, June.
    22. 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.
    23. 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, October.
    24. 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.
    25. Christoph March, 2019. "The Behavioral Economics of Artificial Intelligence: Lessons from Experiments with Computer Players," CESifo Working Paper Series 7926, CESifo.
    26. Giacomo Damioli & Vincent Van Roy & Daniel Vertesy & Marco Vivarelli, 2021. "Detecting the labour-friendly nature of AI product innovation," DISCE - Quaderni del Dipartimento di Politica Economica dipe0017, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    27. Marcel Steffen Eckardt, 2022. "Minimum wages in an automating economy," Journal of Public Economic Theory, Association for Public Economic Theory, vol. 24(1), pages 58-91, February.
    28. Steve J. Bickley & Ho Fai Chan & Benno Torgler, 2022. "Artificial intelligence in the field of economics," Scientometrics, Springer;Akadémiai Kiadó, vol. 127(4), pages 2055-2084, April.
    29. 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.
    30. 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).
    31. 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.
    32. Laura Barbieri & Chiara Mussida & Mariacristina Piva & Marco Vivarelli, 2019. "Testing the employment impact of automation, robots and AI: A survey and some methodological issues," DISCE - Quaderni del Dipartimento di Politica Economica dipe0006, Università Cattolica del Sacro Cuore, Dipartimenti e Istituti di Scienze Economiche (DISCE).
    33. 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.
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