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Personality traits, subjective learning, and entrepreneurial decision making

Author

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  • Konon, Alexander
Abstract
We present a dynamic occupational choice model with a learning algorithm simultaneously capable to explain entrepreneurial entry, exit, and survival. According to our model, those individuals decide to become entrepreneurs who expect their productivity to be highest when managed by themselves. As we further assume that individuals have incomplete information about their own non-cognitive skills, which are relevant for entrepreneurial processes, entrepreneurial entry in our model is driven by overconfidence in the own skills---in line with earlier empirical findings. After entry, entrepreneurs receive noisy feedback from the market. Depending on a set of traits different from those driving the entry process into the market, entrepreneurs decide to either stay or leave the market. Our learning-based model generates survival rates decreasing at decreasing rates and captures findings on the earnings puzzle according to which median entrepreneurs do not earn more than median wage workers.

Suggested Citation

  • Konon, Alexander, 2015. "Personality traits, subjective learning, and entrepreneurial decision making," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 112805, Verein für Socialpolitik / German Economic Association.
  • Handle: RePEc:zbw:vfsc15:112805
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    File URL: https://www.econstor.eu/bitstream/10419/112805/1/VfS_2015_pid_615.pdf
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    References listed on IDEAS

    as
    1. Christian Helmers & Mark Rogers, 2010. "Innovation and the Survival of New Firms in the UK," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 36(3), pages 227-248, May.
    2. Thomas Åstebro & Jing Chen & Peter Thompson, 2011. "Stars and Misfits: Self-Employment and Labor Market Frictions," Management Science, INFORMS, vol. 57(11), pages 1999-2017, November.
    3. Georgarakos, Dimitris & Tatsiramos, Konstantinos, 2009. "Entrepreneurship and survival dynamics of immigrants to the U.S. and their descendants," Labour Economics, Elsevier, vol. 16(2), pages 161-170, April.
    4. Bosma, Niels & Hessels, Jolanda & Schutjens, Veronique & Praag, Mirjam Van & Verheul, Ingrid, 2012. "Entrepreneurship and role models," Journal of Economic Psychology, Elsevier, vol. 33(2), pages 410-424.
    5. Gervais, Simon & Odean, Terrance, 2001. "Learning to be Overconfident," The Review of Financial Studies, Society for Financial Studies, vol. 14(1), pages 1-27.
    6. Cobb-Clark, Deborah A. & Schurer, Stefanie, 2012. "The stability of big-five personality traits," Economics Letters, Elsevier, vol. 115(1), pages 11-15.
    7. Åstebro, Thomas & Chen, Jing, 2014. "The entrepreneurial earnings puzzle: Mismeasurement or real?," Journal of Business Venturing, Elsevier, vol. 29(1), pages 88-105.
    8. Lex Borghans & Angela Lee Duckworth & James J. Heckman & Bas ter Weel, 2008. "The Economics and Psychology of Personality Traits," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    9. Lex Borghans & Huub Meijers & Bas Ter Weel, 2008. "The Role Of Noncognitive Skills In Explaining Cognitive Test Scores," Economic Inquiry, Western Economic Association International, vol. 46(1), pages 2-12, January.
    10. Marco Caliendo & Frank Fossen & Alexander Kritikos, 2014. "Personality characteristics and the decisions to become and stay self-employed," Small Business Economics, Springer, vol. 42(4), pages 787-814, April.
    11. Kihlstrom, Richard E & Laffont, Jean-Jacques, 1979. "A General Equilibrium Entrepreneurial Theory of Firm Formation Based on Risk Aversion," Journal of Political Economy, University of Chicago Press, vol. 87(4), pages 719-748, August.
    12. Alex Maritz, 2004. "New Zealand necessity entrepreneurs," International Journal of Entrepreneurship and Small Business, Inderscience Enterprises Ltd, vol. 1(3/4), pages 255-264.
    13. Heckman, James J., 2011. "Integrating Personality Psychology into Economics," IZA Discussion Papers 5950, Institute of Labor Economics (IZA).
    14. Colin Camerer & Teck-Hua Ho, 1999. "Experience-weighted Attraction Learning in Normal Form Games," Econometrica, Econometric Society, vol. 67(4), pages 827-874, July.
    15. Antonio E. Bernardo & Ivo Welch, 2001. "On the Evolution of Overconfidence and Entrepreneurs," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 10(3), pages 301-330, September.
    16. Caliendo, Marco & Kritikos, Alexander S., 2009. ""I Want to, But I Also Need to": Start-Ups Resulting from Opportunity and Necessity," IZA Discussion Papers 4661, Institute of Labor Economics (IZA).
    17. Galina Vereshchagina & Hugo A. Hopenhayn, 2009. "Risk Taking by Entrepreneurs," American Economic Review, American Economic Association, vol. 99(5), pages 1808-1830, December.
    18. Holmes, Thomas J & Schmitz, James A, Jr, 1990. "A Theory of Entrepreneurship and Its Application to the Study of Business Transfers," Journal of Political Economy, University of Chicago Press, vol. 98(2), pages 265-294, April.
    19. Almlund, Mathilde & Duckworth, Angela Lee & Heckman, James & Kautz, Tim, 2011. "Personality Psychology and Economics," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 4, chapter 0, pages 1-181, Elsevier.
    20. Cunha, Flavio & Heckman, James J. & Lochner, Lance, 2006. "Interpreting the Evidence on Life Cycle Skill Formation," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 1, chapter 12, pages 697-812, Elsevier.
    21. Ciavarella, Mark A. & Buchholtz, Ann K. & Riordan, Christine M. & Gatewood, Robert D. & Stokes, Garnett S., 2004. "The Big Five and venture survival: Is there a linkage?," Journal of Business Venturing, Elsevier, vol. 19(4), pages 465-483, July.
    22. Roessler, Christian & Koellinger, Philipp, 2012. "Entrepreneurship and organization design," European Economic Review, Elsevier, vol. 56(4), pages 888-902.
    23. Serguey Braguinsky & Steven Klepper & Atsushi Ohyama, 2012. "High-Tech Entrepreneurship," Journal of Law and Economics, University of Chicago Press, vol. 55(4), pages 869-900.
    24. Evans, David S & Leighton, Linda S, 1989. "Some Empirical Aspects of Entrepreneurship," American Economic Review, American Economic Association, vol. 79(3), pages 519-535, June.
    25. repec:use:tkiwps:332 is not listed on IDEAS
    26. Lex Borghans & Huub Meijers & Bas Ter Weel, 2008. "The Role Of Noncognitive Skills In Explaining Cognitive Test Scores," Economic Inquiry, Western Economic Association International, vol. 46(1), pages 2-12, January.
    27. 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.
    28. Ho, Teck H. & Camerer, Colin F. & Chong, Juin-Kuan, 2007. "Self-tuning experience weighted attraction learning in games," Journal of Economic Theory, Elsevier, vol. 133(1), pages 177-198, March.
    29. Simone Chlosta & Holger Patzelt & Sabine Klein & Christian Dormann, 2012. "Parental role models and the decision to become self-employed: The moderating effect of personality," Small Business Economics, Springer, vol. 38(1), pages 121-138, January.
    30. MacDonald, Glenn M, 1988. "The Economics of Rising Stars," American Economic Review, American Economic Association, vol. 78(1), pages 155-166, March.
    31. Dan Lovallo & Colin Camerer, 1999. "Overconfidence and Excess Entry: An Experimental Approach," American Economic Review, American Economic Association, vol. 89(1), pages 306-318, March.
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    Cited by:

    1. László Szerb & Zsófia Vörös, 2021. "The changing form of overconfidence and its effect on growth expectations at the early stages of startups," Small Business Economics, Springer, vol. 57(1), pages 151-165, June.

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    More about this item

    JEL classification:

    • D83 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Search; Learning; Information and Knowledge; Communication; Belief; Unawareness
    • L26 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Entrepreneurship
    • L22 - Industrial Organization - - Firm Objectives, Organization, and Behavior - - - Firm Organization and Market Structure

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