Artificial intelligence and big data in entrepreneurship: a new era has begun
Author
Abstract
Suggested Citation
DOI: 10.1007/s11187-019-00202-4
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- Jens Prüfer & Patricia Prüfer, 2020.
"Data science for entrepreneurship research: studying demand dynamics for entrepreneurial skills in the Netherlands,"
Small Business Economics, Springer, vol. 55(3), pages 651-672, October.
- Prüfer, Jens & Prüfer, Patricia, 2019. "Data Science for Entrepreneurship Research : Studying Demand Dynamics for Entrepreneurial Skills in the Netherlands," Discussion Paper 2019-005, Tilburg University, Center for Economic Research.
- Prüfer, Jens & Prüfer, Patricia, 2019. "Data Science for Entrepreneurship Research : Studying Demand Dynamics for Entrepreneurial Skills in the Netherlands," Other publications TiSEM 83a4ca9e-c0cd-4786-ac8c-9, Tilburg University, School of Economics and Management.
- Obschonka, Martin & Fisch, Christian & Boyd, Ryan, 2017. "Using digital footprints in entrepreneurship research: A Twitter-based personality analysis of superstar entrepreneurs and managers," Journal of Business Venturing Insights, Elsevier, vol. 8(C), pages 13-23.
- Michael Stuetzer & Martin Obschonka & Eva Schmitt-Rodermund, 2013.
"Balanced skills among nascent entrepreneurs,"
Small Business Economics, Springer, vol. 41(1), pages 93-114, June.
- Stuetzer, Michael & Obschonka, Martin & Schmitt-Rodermund, Eva, 2012. "Balanced skills among nascent entrepreneurs," MPRA Paper 37524, University Library of Munich, Germany.
- 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.
- 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.
- Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2018. "Economic Policy for Artificial Intelligence," Working Papers id:12823, eSocialSciences.
- Avi Goldfarb & Joshua Gans & Ajay Agrawal, 2018. "Economic Policy for Artificial Intelligence," Working Papers id:12798, eSocialSciences.
- Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2018. "Economic Policy for Artificial Intelligence," NBER Working Papers 24690, National Bureau of Economic Research, Inc.
- Jarrahi, Mohammad Hossein, 2018. "Artificial intelligence and the future of work: Human-AI symbiosis in organizational decision making," Business Horizons, Elsevier, vol. 61(4), pages 577-586.
- David B. Audretsch & Max Keilbach, 2007. "The Theory of Knowledge Spillover Entrepreneurship," Journal of Management Studies, Wiley Blackwell, vol. 44(7), pages 1242-1254, November.
- Baumol, William J., 1996.
"Entrepreneurship: Productive, unproductive, and destructive,"
Journal of Business Venturing, Elsevier, vol. 11(1), pages 3-22, January.
- Baumol, William J, 1990. "Entrepreneurship: Productive, Unproductive, and Destructive," Journal of Political Economy, University of Chicago Press, vol. 98(5), pages 893-921, October.
- Jorge Guzman & Scott Stern, 2016. "The State of American Entrepreneurship: New Estimates of the Quality and Quantity of Entrepreneurship for 32 US States, 1988-2014," NBER Working Papers 22095, National Bureau of Economic Research, Inc.
- Davidsson, Per, 2017. "Opportunities, propensities, and misgivings: Some closing comments," Journal of Business Venturing Insights, Elsevier, vol. 8(C), pages 123-124.
- Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2018.
"Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics,"
NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 23-57,
National Bureau of Economic Research, Inc.
- Erik Brynjolfsson & Daniel Rock & Chad Syverson, 2017. "Artificial Intelligence and the Modern Productivity Paradox: A Clash of Expectations and Statistics," NBER Working Papers 24001, National Bureau of Economic Research, Inc.
- Stephen X. Zhang & Elco Burg, 0. "Advancing entrepreneurship as a design science: developing additional design principles for effectuation," Small Business Economics, Springer, vol. 0, pages 1-20.
- Johannes Bloh & Tom Broekel & Burcu Özgun & Rolf Sternberg, 2020.
"New(s) data for entrepreneurship research? An innovative approach to use Big Data on media coverage,"
Small Business Economics, Springer, vol. 55(3), pages 673-694, October.
- Johannes von Bloh & Tom Broekel & Burcu Oezgun & Rolf Sternberg, 2019. "New(s) data for Entrepreneurship Research? An innovative approach to use Big Data on media coverage," Papers in Evolutionary Economic Geography (PEEG) 1920, Utrecht University, Department of Human Geography and Spatial Planning, Group Economic Geography, revised Jun 2019.
- Shim, Jaehu & Kim, Jiyoung, 2018. "Estimating country-level social network density and supportive surroundings by simulation," Journal of Business Venturing Insights, Elsevier, vol. 9(C), pages 24-31.
- Martin Obschonka & Neil Lee & Andrés Rodríguez-Pose & Johannes C. Eichstaedt & Tobias Ebert, 0. "Big data methods, social media, and the psychology of entrepreneurial regions: capturing cross-county personality traits and their impact on entrepreneurship in the USA," Small Business Economics, Springer, vol. 0, pages 1-22.
- Philippe Aghion & Benjamin F. Jones & Charles I. Jones, 2018.
"Artificial Intelligence and Economic Growth,"
NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 237-282,
National Bureau of Economic Research, Inc.
- Philippe Aghion & Benjamin F. Jones & Charles I. Jones, 2017. "Artificial Intelligence and Economic Growth," NBER Working Papers 23928, National Bureau of Economic Research, Inc.
- Satinder Singh & Andy Okun & Andrew Jackson, 2017. "Learning to play Go from scratch," Nature, Nature, vol. 550(7676), pages 336-337, October.
- Edward P. Lazear, 2004. "Balanced Skills and Entrepreneurship," American Economic Review, American Economic Association, vol. 94(2), pages 208-211, May.
- Werner Liebregts & Pourya Darnihamedani & Eric Postma & Martin Atzmueller, 0. "The promise of social signal processing for research on decision-making in entrepreneurial contexts," Small Business Economics, Springer, vol. 0, pages 1-17.
- Daron Acemoglu & Pascual Restrepo, 2018.
"Artificial Intelligence, Automation, and Work,"
NBER Chapters, in: The Economics of Artificial Intelligence: An Agenda, pages 197-236,
National Bureau of Economic Research, Inc.
- Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation and Work," NBER Working Papers 24196, National Bureau of Economic Research, Inc.
- Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation and Work," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-298, Boston University - Department of Economics.
- Nicos Nicolaou & Scott Shane & Lynn Cherkas & Janice Hunkin & Tim D. Spector, 2008. "Is the Tendency to Engage in Entrepreneurship Genetic?," Management Science, INFORMS, vol. 54(1), pages 167-179, January.
- Alex Coad & Stjepan Srhoj, 0. "Catching Gazelles with a Lasso: Big data techniques for the prediction of high-growth firms," Small Business Economics, Springer, vol. 0, pages 1-25.
- Erickson, Paul & Klein, Judy L. & Daston, Lorraine & Lemov, Rebecca & Sturm, Thomas & Gordin, Michael D., 2013. "How Reason Almost Lost Its Mind," University of Chicago Press Economics Books, University of Chicago Press, number 9780226046631, December.
- Parker,Simon C., 2009. "The Economics of Entrepreneurship," Cambridge Books, Cambridge University Press, number 9780521728355, March.
- Landström, Hans & Harirchi, Gouya, 2018. "The social structure of entrepreneurship as a scientific field," Research Policy, Elsevier, vol. 47(3), pages 650-662.
- David Audretsch, 2009.
"The entrepreneurial society,"
The Journal of Technology Transfer, Springer, vol. 34(3), pages 245-254, June.
- Audretsch, David B., 2007. "The Entrepreneurial Society," OUP Catalogue, Oxford University Press, number 9780195183504.
- Charles Eesley & Jian Bai Li & Delin Yang, 2016. "Does Institutional Change in Universities Influence High-Tech Entrepreneurship? Evidence from China’s Project 985," Organization Science, INFORMS, vol. 27(2), pages 446-461, April.
- Logg, Jennifer M. & Minson, Julia A. & Moore, Don A., 2019. "Algorithm appreciation: People prefer algorithmic to human judgment," Organizational Behavior and Human Decision Processes, Elsevier, vol. 151(C), pages 90-103.
- Alain Fayolle, 2007. "Handbook of research in entrepreneurship education, volume 1 : A general perspective," Post-Print hal-02298091, HAL.
- Frey, Carl Benedikt & Osborne, Michael A., 2017. "The future of employment: How susceptible are jobs to computerisation?," Technological Forecasting and Social Change, Elsevier, vol. 114(C), pages 254-280.
- Sebastian Lapuschkin & Stephan Wäldchen & Alexander Binder & Grégoire Montavon & Wojciech Samek & Klaus-Robert Müller, 2019. "Unmasking Clever Hans predictors and assessing what machines really learn," Nature Communications, Nature, vol. 10(1), pages 1-8, December.
- Busenitz, Lowell W. & Barney, Jay B., 1997. "Differences between entrepreneurs and managers in large organizations: Biases and heuristics in strategic decision-making," Journal of Business Venturing, Elsevier, vol. 12(1), pages 9-30, January.
- Iain M. Cockburn & Rebecca Henderson & Scott Stern, 2018. "The Impact of Artificial Intelligence on Innovation," NBER Working Papers 24449, National Bureau of Economic Research, Inc.
- Alex Coad & Stjepan Srhoj, 2020. "Catching Gazelles with a Lasso: Big data techniques for the prediction of high-growth firms," Small Business Economics, Springer, vol. 55(3), pages 541-565, October.
- Kahneman, Daniel, 2002. "Maps of Bounded Rationality," Nobel Prize in Economics documents 2002-4, Nobel Prize Committee.
- Baron, Robert A., 1998. "Cognitive mechanisms in entrepreneurship: why and when enterpreneurs think differently than other people," Journal of Business Venturing, Elsevier, vol. 13(4), pages 275-294, July.
- Parker,Simon C., 2009. "The Economics of Entrepreneurship," Cambridge Books, Cambridge University Press, number 9780521899604, March.
- Joern H. Block & Massimo G. Colombo & Douglas J. Cumming & Silvio Vismara, 2018. "New players in entrepreneurial finance and why they are there," Small Business Economics, Springer, vol. 50(2), pages 239-250, February.
- Zoubin Ghahramani, 2015. "Probabilistic machine learning and artificial intelligence," Nature, Nature, vol. 521(7553), pages 452-459, May.
- A. Fayolle, 2007. "Handbook of Research in Entrepreneurship Education," Post-Print halshs-00275633, HAL.
- Morgan R. Frank & David Autor & James E. Bessen & Erik Brynjolfsson & Manuel Cebrian & David J. Deming & Maryann Feldman & Matthew Groh & José Lobo & Esteban Moro & Dashun Wang & Hyejin Youn & Iyad Ra, 2019. "Toward understanding the impact of artificial intelligence on labor," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(14), pages 6531-6539, April.
- Daron Acemoglu & Pascual Restrepo, 2018. "Artificial Intelligence, Automation and Work," Boston University - Department of Economics - Working Papers Series dp-298, Boston University - Department of Economics.
- Sternberg, Robert J., 2004. "Successful intelligence as a basis for entrepreneurship," Journal of Business Venturing, Elsevier, vol. 19(2), pages 189-201, March.
- A. Fayolle, 2007. "Handbook of Research in Entrepreneurship Education," Post-Print halshs-00312071, HAL.
- Feng Wang & Elizabeth A. Mack & Ross Maciewjewski, 2017. "Analyzing Entrepreneurial Social Networks with Big Data," Annals of the American Association of Geographers, Taylor & Francis Journals, vol. 107(1), pages 130-150, January.
- Obschonka, Martin & Stuetzer, Michael & Rentfrow, Peter J. & Shaw-Taylor, Leigh & Satchell, Max & Silbereisen, Rainer K. & Potter, Jeff & Gosling, Samuel D., 2018. "In the shadow of coal: How large-scale industries contributed to present-day regional differences in personality and well-being," MPRA Paper 89645, University Library of Munich, Germany.
- Jermain C. Kaminski & Christian Hopp, 0. "Predicting outcomes in crowdfunding campaigns with textual, visual, and linguistic signals," Small Business Economics, Springer, vol. 0, pages 1-23.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- 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.
- 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.
- Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2018. "Economic Policy for Artificial Intelligence," NBER Working Papers 24690, National Bureau of Economic Research, Inc.
- Avi Goldfarb & Joshua Gans & Ajay Agrawal, 2018. "Economic Policy for Artificial Intelligence," Working Papers id:12798, eSocialSciences.
- Ajay K. Agrawal & Joshua S. Gans & Avi Goldfarb, 2018. "Economic Policy for Artificial Intelligence," Working Papers id:12823, eSocialSciences.
- Juan J. Lull & Roberto Cervelló-Royo & José Luis Galdón, 2024. "Crossroads between Big Data and entrepreneurship: current key trends," International Entrepreneurship and Management Journal, Springer, vol. 20(4), pages 2763-2790, December.
- Venturini, Francesco, 2022. "Intelligent technologies and productivity spillovers: Evidence from the Fourth Industrial Revolution," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 220-243.
- Zhu, Jun & Zhang, Jingting & Feng, Yiqing, 2022. "Hard budget constraints and artificial intelligence technology," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
- 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).
- Werner Bönte & Vivien D. Procher & Diemo Urbig, 2016. "Biology and Selection into Entrepreneurship—The Relevance of Prenatal Testosterone Exposure," Entrepreneurship Theory and Practice, , vol. 40(5), pages 1121-1148, September.
- 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.
- 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).
- Oliver Falck & Ludger Woessmann, 2013.
"School competition and students’ entrepreneurial intentions: international evidence using historical Catholic roots of private schooling,"
Small Business Economics, Springer, vol. 40(2), pages 459-478, February.
- Falck, Oliver & Woessmann, Ludger, 2010. "School Competition and Students' Entrepreneurial Intentions: International Evidence Using Historical Catholic Roots of Private Schooling," IZA Discussion Papers 5024, Institute of Labor Economics (IZA).
- Falck, Oliver & Wößmann, Ludger, 2013. "School competition and students’ entrepreneurial intentions: International evidence using historical Catholic roots of private schooling," Munich Reprints in Economics 20629, University of Munich, Department of Economics.
- Oliver Falck & Ludger Woessmann, 2010. "School Competition and Students' Entrepreneurial Intentions: International Evidence Using Historical Catholic Roots of Private Schooling," CESifo Working Paper Series 3086, CESifo.
- Andrea S. Gubik & Zoltán Bartha, 2021. "Student perception and the efficacy of universities in shaping the entrepreneurial mindset," Theory Methodology Practice (TMP), Faculty of Economics, University of Miskolc, vol. 17(si), pages 65-76.
- Rietveld, C.A. & Groenen, P.J.F. & Koellinger, Ph.D. & van der Loos, M.J.H.M. & Thurik, A.R., 2013. "Living Forever: Entrepreneurial Overconfidence at Older Ages," ERIM Report Series Research in Management ERS-2013-012-STR, Erasmus Research Institute of Management (ERIM), ERIM is the joint research institute of the Rotterdam School of Management, Erasmus University and the Erasmus School of Economics (ESE) at Erasmus University Rotterdam.
- Indy Bernoster & Cornelius A. Rietveld & A. Roy Thurik & Olivier Torrès, 2018. "Overconfidence, Optimism and Entrepreneurship," Sustainability, MDPI, vol. 10(7), pages 1-14, June.
- Clara Cardone-Riportella & María José Casasola-Martinez & Isabel Feito-Ruiz, 2014. "Do Entrepreneurs Come From Venus Or Mars? Impact Of Postgraduate Studies: Gender And Family Business Background," Working Papers 14.04, Universidad Pablo de Olavide, Department of Financial Economics and Accounting (former Department of Business Administration), revised Sep 2014.
- Paul A. Coomes & Jose Fernandez & Stephan F. Gohmann, 2013. "The Rate of Proprietorship Among Metropolitan Areas: The Impact of the Local Economic Environment and Capital Resources," Entrepreneurship Theory and Practice, , vol. 37(4), pages 745-770, July.
- Erik Lundmark & Anna Krzeminska & Dean A. Shepherd, 2019. "Images of Entrepreneurship: Exploring Root Metaphors and Expanding Upon Them," Entrepreneurship Theory and Practice, , vol. 43(1), pages 138-170, January.
- Simon Parker, 2014. "Who become serial and portfolio entrepreneurs?," Small Business Economics, Springer, vol. 43(4), pages 887-898, December.
- Sophie Bacq & Chantal Hartog & Brigitte Hoogendoorn, 2016. "Beyond the Moral Portrayal of Social Entrepreneurs: An Empirical Approach to Who They Are and What Drives Them," Journal of Business Ethics, Springer, vol. 133(4), pages 703-718, February.
- Bernardo S Buarque & Ronald B Davies & Ryan M Hynes & Dieter F Kogler, 2020.
"OK Computer: the creation and integration of AI in Europe,"
Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 13(1), pages 175-192.
- 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.
- Vladasel, Theodor & Lindquist, Matthew J. & Sol, Joeri & van Praag, Mirjam, 2021.
"On the origins of entrepreneurship: Evidence from sibling correlations,"
Journal of Business Venturing, Elsevier, vol. 36(5).
- Lindquist, Matthew J. & Sol, Joeri & van Praag, Mirjam C. & Vladasel, Theodor, 2016. "On the Origins of Entrepreneurship: Evidence from Sibling Correlations," IZA Discussion Papers 10278, Institute of Labor Economics (IZA).
- Lindquist, Matthew & Sol, Joeri & van Praag, C. Mirjam & Vladasel, Theodor, 2017. "On the Origins of Entrepreneurship: Evidence from Sibling Correlation," Working Paper Series 7/2017, Stockholm University, Swedish Institute for Social Research.
- Matthew J. Lindquist & Joeri Sol & C. Mirjam van Praag & Theodor Vladasel, 2016. "On the Origins of Entrepreneurship: Evidence from Sibling Correlations," Tinbergen Institute Discussion Papers 16-077/VII, Tinbergen Institute, revised 12 Oct 2017.
- Praag, Mirjam van & Lindquist, Matthew & Sol, Joeri & Vladasel, Theodor, 2016. "On the Origins of Entrepreneurship: Evidence from Sibling Correlations," CEPR Discussion Papers 11562, C.E.P.R. Discussion Papers.
- Alina Sorgner & Michael Fritsch, 2013.
"Occupational Choice and Self-Employment: Are They Related?,"
SOEPpapers on Multidisciplinary Panel Data Research
533, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Alina Sorgner & Michael Fritsch, 2013. "Occupational Choice and Self-Employment - Are They Related?," Jena Economics Research Papers 2013-001, Friedrich-Schiller-University Jena.
More about this item
Keywords
Entrepreneurship; Artificial intelligence; AI; Big data; Machine learning; Smart entrepreneurship;All these keywords.
JEL classification:
- L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
- M13 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - New Firms; Startups
- B41 - Schools of Economic Thought and Methodology - - Economic Methodology - - - Economic Methodology
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:kap:sbusec:v:55:y:2020:i:3:d:10.1007_s11187-019-00202-4. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.