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Digitalization of work and entry into entrepreneurship

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  • Fossen, Frank M.
  • Sorgner, Alina

Abstract

We investigate the relationship of the new wave of digitalization of occupations with entry into different types of entrepreneurship in the United States, including entry into digital entrepreneurship. Based on the Current Population Survey for 2011–18 and using different measures of digitalization that reflect its destructive and transformative impacts on occupations, we provide evidence that digitalization is significantly associated with entrepreneurial entry at the individual level. The results suggest that high-skilled employees and employees in ICT occupations facing destructive digitalization have an increased likelihood of becoming entrepreneurs with unincorporated businesses. However, entrepreneurship does not seem to be a viable option for low-skilled individuals affected by destructive digitalization. We further find that starting an incorporated business is more likely and starting an unincorporated business is less likely for employees facing transformative digitalization. Apparently, advances in AI create opportunities for growth-oriented entrepreneurship, but also increase the opportunity cost of less ambitious entrepreneurship.

Suggested Citation

  • Fossen, Frank M. & Sorgner, Alina, 2021. "Digitalization of work and entry into entrepreneurship," Journal of Business Research, Elsevier, vol. 125(C), pages 548-563.
  • Handle: RePEc:eee:jbrese:v:125:y:2021:i:c:p:548-563
    DOI: 10.1016/j.jbusres.2019.09.019
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    1. Acs, Zoltan J. & Audretsch, David B., 2005. "Entrepreneurship, Innovation and Technological Change," Foundations and Trends(R) in Entrepreneurship, now publishers, vol. 1(4), pages 149-195, November.
    2. Berger, Elisabeth S.C. & Kuckertz, Andreas, 2016. "Female entrepreneurship in startup ecosystems worldwide," Journal of Business Research, Elsevier, vol. 69(11), pages 5163-5168.
    3. Smith, Claudia & Smith, J. Brock & Shaw, Eleanor, 2017. "Embracing digital networks: Entrepreneurs' social capital online," Journal of Business Venturing, Elsevier, vol. 32(1), pages 18-34.
    4. Robert W. Fairlie & Javier Miranda, 2017. "Taking the Leap: The Determinants of Entrepreneurs Hiring Their First Employee," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 26(1), pages 3-34, February.
    5. Satish Nambisan, 2017. "Digital Entrepreneurship: Toward a Digital Technology Perspective of Entrepreneurship," Entrepreneurship Theory and Practice, , vol. 41(6), pages 1029-1055, November.
    6. Ross Levine & Yona Rubinstein, 2017. "Smart and Illicit: Who Becomes an Entrepreneur and Do They Earn More?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(2), pages 963-1018.
    7. Eckhardt Bode & Stephan Brunow & Ingrid Ott & Alina Sorgner, 2019. "Worker Personality: Another Skill Bias beyond Education in the Digital Age," German Economic Review, Verein für Socialpolitik, vol. 20(4), pages 254-294, November.
    8. Marco Caliendo & Frank M. Fossen & Alexander Kritikos & Miriam Wetter, 2015. "The Gender Gap in Entrepreneurship: Not just a Matter of Personality," CESifo Economic Studies, CESifo, vol. 61(1), pages 202-238.
    9. J. Bradford Jensen & Lori G. Kletzer, 2010. "Measuring Tradable Services and the Task Content of Offshorable Services Jobs," NBER Chapters, in: Labor in the New Economy, pages 309-335, National Bureau of Economic Research, Inc.
    10. Parker,Simon C., 2018. "The Economics of Entrepreneurship," Cambridge Books, Cambridge University Press, number 9781316621714, January.
    11. Falck, Oliver & Heimisch-Roecker, Alexandra & Wiederhold, Simon, 2021. "Returns to ICT skills," Research Policy, Elsevier, vol. 50(7).
    12. David H. Autor, 2003. "Outsourcing at Will: The Contribution of Unjust Dismissal Doctrine to the Growth of Employment Outsourcing," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 1-42, January.
    13. Alina Sorgner & Michael Fritsch, 2018. "Entrepreneurial career paths: occupational context and the propensity to become self-employed," Small Business Economics, Springer, vol. 51(1), pages 129-152, June.
    14. Robert W. Fairlie & Frank M. Fossen, 2020. "Defining Opportunity versus Necessity Entrepreneurship: Two Components of Business Creation," Research in Labor Economics, in: Change at Home, in the Labor Market, and On the Job, volume 48, pages 253-289, Emerald Group Publishing Limited.
    15. C. Praag & Peter Versloot, 2007. "What is the value of entrepreneurship? A review of recent research," Small Business Economics, Springer, vol. 29(4), pages 351-382, December.
    16. Robert E. Lucas Jr., 1978. "On the Size Distribution of Business Firms," Bell Journal of Economics, The RAND Corporation, vol. 9(2), pages 508-523, Autumn.
    17. Peter Berkhout & Joop Hartog & Mirjam van Praag, 2016. "Entrepreneurship and Financial Incentives of Return, Risk, and Skew," Entrepreneurship Theory and Practice, , vol. 40(2), pages 249-268, March.
    18. Melanie Arntz & Terry Gregory & Ulrich Zierahn, 2016. "The Risk of Automation for Jobs in OECD Countries: A Comparative Analysis," OECD Social, Employment and Migration Working Papers 189, OECD Publishing.
    19. Evans, David S & Jovanovic, Boyan, 1989. "An Estimated Model of Entrepreneurial Choice under Liquidity Constraints," Journal of Political Economy, University of Chicago Press, vol. 97(4), pages 808-827, August.
    20. 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, March.
    21. Sorgner, Alina & Bode, Eckhardt & Krieger-Boden, Christiane & Aneja, Urvashi & Coleman, Susan & Mishra, Vidisha & Robb, Alicia M., 2017. "The effects of digitalization on gender equaliy in the G20 economies: Women20 study," Kiel E-Books, Kiel Institute for the World Economy (IfW Kiel), number 170571.
    22. Sorgner, Alina, 2017. "Jobs at Risk!? Effects of Automation of Jobs on Occupational Mobility," VfS Annual Conference 2017 (Vienna): Alternative Structures for Money and Banking 168088, Verein für Socialpolitik / German Economic Association.
    23. Ward, Thomas B., 2004. "Cognition, creativity, and entrepreneurship," Journal of Business Venturing, Elsevier, vol. 19(2), pages 173-188, March.
    24. Oecd, 2012. "ICT Skills and Employment: New Competences and Jobs for a Greener and Smarter Economy," OECD Digital Economy Papers 198, OECD Publishing.
    25. Erik Brynjolfsson & Tom Mitchell & Daniel Rock, 2018. "What Can Machines Learn, and What Does It Mean for Occupations and the Economy?," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 43-47, May.
    26. 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.
    27. Arntz, Melanie & Gregory, Terry & Zierahn, Ulrich, 2017. "Revisiting the risk of automation," Economics Letters, Elsevier, vol. 159(C), pages 157-160.
    28. Edward W. Felten & Manav Raj & Robert Seamans, 2018. "A Method to Link Advances in Artificial Intelligence to Occupational Abilities," AEA Papers and Proceedings, American Economic Association, vol. 108, pages 54-57, May.
    29. Frank Fossen & Alina Sorgner, 2019. "Mapping the Future of Occupations: Transformative and Destructive Effects of New Digital Technologies on Jobs," Foresight and STI Governance (Foresight-Russia till No. 3/2015), National Research University Higher School of Economics, vol. 13(2), pages 10-18.
    30. Zoltan J. Acs & David B. Audretsch, 2005. "Entrepreneurship and Innovation," Papers on Entrepreneurship, Growth and Public Policy 2005-21, Max Planck Institute of Economics, Entrepreneurship, Growth and Public Policy Group.
    31. Fiona Sussan & Zoltan J. Acs, 2017. "The digital entrepreneurial ecosystem," Small Business Economics, Springer, vol. 49(1), pages 55-73, June.
    32. Fossen, Frank M. & Sorgner, Alina, 2019. "New Digital Technologies and Heterogeneous Employment and Wage Dynamics in the United States: Evidence from Individual-Level Data," IZA Discussion Papers 12242, Institute of Labor Economics (IZA).
    33. Agrawal, Ajay & Gans, Joshua & Goldfarb, Avi (ed.), 2019. "The Economics of Artificial Intelligence," National Bureau of Economic Research Books, University of Chicago Press, number 9780226613338, December.
    34. Frederik von Briel & Per Davidsson & Jan Recker, 2018. "Digital Technologies as External Enablers of New Venture Creation in the IT Hardware Sector," Entrepreneurship Theory and Practice, , vol. 42(1), pages 47-69, January.
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    2. Xueling Li & Yujie Long & Meixi Fan & Yong Chen, 2022. "Drilling down artificial intelligence in entrepreneurial management: A bibliometric perspective," Systems Research and Behavioral Science, Wiley Blackwell, vol. 39(3), pages 379-396, May.
    3. Martin Labaj & Materj Vitalos, 2019. "Automation and labor demand in European countries: A task-based approach to wage bill decomposition," Department of Economic Policy Working Paper Series 021, Department of Economic Policy, Faculty of National Economy, University of Economics in Bratislava.
    4. Di Wang & Xuefeng Shao & Yang Song & Hualu Shao & Longqi Wang, 2023. "The Effect of Digital Transformation on Manufacturing Enterprise Performance," The AMFITEATRU ECONOMIC journal, Academy of Economic Studies - Bucharest, Romania, vol. 25(63), pages 593-593, April.
    5. Paul, Justin & Alhassan, Ibrahim & Binsaif, Nasser & Singh, Prakash, 2023. "Digital entrepreneurship research: A systematic review," Journal of Business Research, Elsevier, vol. 156(C).
    6. S. Zemtsov & V. Barinova & R. Semenova & A. Mikhailov, 2022. "Entrepreneurship Policy and SME Development during Pandemic Crisis in Russia," Regional Research of Russia, Springer, vol. 12(3), pages 321-334, September.
    7. Adelheid Holl & Ruth Rama, 2022. "Spatial patterns and drivers of SME digitalisation," Working Papers 2201, Instituto de Políticas y Bienes Públicos (IPP), CSIC.
    8. Bachmann, Ronald & Gonschor, Myrielle & Milasi, Santo & Mitra, Alessio, 2023. "Technological progress and the dynamics of self-employment: Worker-level evidence for Europe," Ruhr Economic Papers 1023, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    9. Zaheer, Hasnain & Breyer, Yvonne & Dumay, John & Enjeti, Mahesh, 2022. "The entrepreneurial journeys of digital start-up founders," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    10. Casas, Pablo & Román, Concepción, 2023. "Early retired or automatized? Evidence from the survey of health, ageing and retirement in Europe," The Journal of the Economics of Ageing, Elsevier, vol. 24(C).
    11. Peng Chen & Zhenjun Yan & Pengfei Wang, 2023. "How can the Digital Economy Boost the Performance of Entrepreneurs? A Large Sample of Evidence from China’s Business Incubators," Sustainability, MDPI, vol. 15(7), pages 1-24, March.
    12. 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.
    13. Angelina Roša (Rosha) & Liudmila Lobanova, 2022. "Ethical Responsibility of a Company in the Context of Digital Transformation of Work: Conceptual Model," Sustainability, MDPI, vol. 14(18), pages 1-29, September.
    14. Mauro Caselli & Andrea Fracasso & Sergio Scicchitano & Silvio Traverso & Enrico Tundis, 2021. "Stop worrying and love the robot: An activity-based approach to assess the impact of robotization on employment dynamics," DEM Working Papers 2021/06, Department of Economics and Management.
    15. 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).
    16. Carbonero, Francesco & Scicchitano, Sergio, 2021. "Labour and technology at the time of Covid-19. Can artificial intelligence mitigate the need for proximity?," GLO Discussion Paper Series 765, Global Labor Organization (GLO).
    17. Lola Redondo-Rodríguez & Diana C. Pérez-Bustamante Yábar & Eloísa Díaz-Garrido, 2023. "Impact of technological innovation on digital entrepreneurship and the effects on the economy," International Entrepreneurship and Management Journal, Springer, vol. 19(3), pages 1501-1526, September.
    18. Santos-Arteaga, Francisco J. & Di Caprio, Debora & Tavana, Madjid, 2023. "A combinatorial data envelopment analysis with uncertain interval data with application to ICT evaluation," Technological Forecasting and Social Change, Elsevier, vol. 191(C).
    19. Fernandes, Cristina & Ferreira, João J. & Veiga, Pedro Mota & Kraus, Sascha & Dabić, Marina, 2022. "Digital entrepreneurship platforms: Mapping the field and looking towards a holistic approach," Technology in Society, Elsevier, vol. 70(C).
    20. Oana Bărbulescu & Alina Simona Tecău & Daniel Munteanu & Cristinel Petrişor Constantin, 2021. "Innovation of Startups, the Key to Unlocking Post-Crisis Sustainable Growth in Romanian Entrepreneurial Ecosystem," Sustainability, MDPI, vol. 13(2), pages 1-16, January.
    21. Kerstin Hotte & Melline Somers & Angelos Theodorakopoulos, 2022. "Technology and jobs: A systematic literature review," Papers 2204.01296, arXiv.org.

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    More about this item

    Keywords

    Digitalization; Artificial intelligence; Entrepreneurship; Incorporated; Unincorporated; Digital entrepreneurship;
    All these keywords.

    JEL classification:

    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • O33 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes

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