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Modeling Uncertainties and Gender Differences in Entrepreneurial Decision Making

Author

Listed:
  • Grace C. Liu

    (Research to Empower, USA)

  • Willem Spanjers

    (Kingston University, UK; ICEA; Rimini Centre for Economic Analysis)

Abstract

This paper addresses the unexplained phenomenon of gender differences in entrepreneurial decision-making, particularly in business sectors involving innovation and risk. Although the topics of risk attitudes and uncertainty have been studied comprehensively from a gender perspective, research that combines different forms of uncertainty and links them with women’s entrepreneurial decision-making has not been done to the best of our knowledge. This paper provides a theoretical framework involving models on risk, ambiguity, perceptions of risk as in cumulative prospect theory, and asymmetric information. It unifies and connects these models through specific assumptions on utility functions in the presence of uncertainty and uses bias discount factors to denote how strongly biases devalue outcomes. Conclusions from the models indicate that a range of external factors—such as race and access to education and social networks—may interact with the internal behavioral biases of an entrepreneur, such as overconfidence, risk appetite, altruism, and trust in others. By detailing and analyzing theoretical gender-type differences and their effects on entrepreneurial decision-making, we find that traditional one-dimensional gender policies are not sufficient to address complex gender issues. Rather, we suggest a more multi-dimensional and holistic policy approach that combines traditional gender policies and policies for long-term sustainability, encouraging firms to be more socially and environmentally conscious, and demanding less “greedy works” as Nobel laureate Professor Goldin also argued. It aims to create a new business eco-system that is more feminine-friendly and balanced, considering gender-type differences and incentive biases to address the current worldwide gender disparities in entrepreneurship.

Suggested Citation

  • Grace C. Liu & Willem Spanjers, 2023. "Modeling Uncertainties and Gender Differences in Entrepreneurial Decision Making," Working Paper series 23-15, Rimini Centre for Economic Analysis.
  • Handle: RePEc:rim:rimwps:23-15
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    References listed on IDEAS

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    1. Catherine C. Eckel & Philip J. Grossman, 2002. "Sex Differences and Statistical Stereotyping in Attitudes Toward Financial Risk," Monash Economics Working Papers archive-03, Monash University, Department of Economics.
    2. Saskia Vossenberg, 2013. "Women Entrepreneurship Promotion in Developing Countries: What explains the gender gap in entrepreneurship and how to close it?," Working Papers 2013/08, Maastricht School of Management.
    3. Houser, Daniel & Schunk, Daniel & Winter, Joachim, 2010. "Distinguishing trust from risk: An anatomy of the investment game," Journal of Economic Behavior & Organization, Elsevier, vol. 74(1-2), pages 72-81, May.
    4. Chen Li & Uyanga Turmunkh & Peter P. Wakker, 2019. "Trust as a decision under ambiguity," Experimental Economics, Springer;Economic Science Association, vol. 22(1), pages 51-75, March.
    5. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    6. Noemi Oggero & Maria Cristina Rossi & Elisa Ughetto, 2020. "Entrepreneurial spirits in women and men. The role of financial literacy and digital skills," Small Business Economics, Springer, vol. 55(2), pages 313-327, August.
    7. Eckel, Catherine C. & Grossman, Philip J., 1996. "The relative price of fairness: gender differences in a punishment game," Journal of Economic Behavior & Organization, Elsevier, vol. 30(2), pages 143-158, August.
    8. James Andreoni & Lise Vesterlund, 2001. "Which is the Fair Sex? Gender Differences in Altruism," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(1), pages 293-312.
    9. Indy Bernoster & Cornelius A. Rietveld & A. Roy Thurik & Olivier Torrès, 2018. "Overconfidence, Optimism and Entrepreneurship," Sustainability, MDPI, vol. 10(7), pages 1-14, June.
    10. Kettlewell, Nathan & Levy, Jonathan & Tymula, Agnieszka & Wang, Xueting, 2023. "The Gender Reference Point Gap," IZA Discussion Papers 16138, Institute of Labor Economics (IZA).
    11. Diana M. Hechavarría & Siri A. Terjesen & Amy E. Ingram & Maija Renko & Rachida Justo & Amanda Elam, 2017. "Taking care of business: the impact of culture and gender on entrepreneurs’ blended value creation goals," Small Business Economics, Springer, vol. 48(1), pages 225-257, January.
    12. Carl Magnus Bjuggren & Niklas Elert, 2019. "Gender differences in optimism," Applied Economics, Taylor & Francis Journals, vol. 51(47), pages 5160-5173, October.
    13. Nicholas Barberis & Ming Huang, 2001. "Mental Accounting, Loss Aversion, and Individual Stock Returns," NBER Working Papers 8190, National Bureau of Economic Research, Inc.
    14. Esther-Mirjam Sent & Irene van Staveren, 2019. "A Feminist Review of Behavioral Economic Research on Gender Differences," Feminist Economics, Taylor & Francis Journals, vol. 25(2), pages 1-35, April.
    15. Eddleston, Kimberly A. & Powell, Gary N., 2008. "The role of gender identity in explaining sex differences in business owners' career satisfier preferences," Journal of Business Venturing, Elsevier, vol. 23(2), pages 244-256, March.
    16. Gilboa, Itzhak, 1987. "Expected utility with purely subjective non-additive probabilities," Journal of Mathematical Economics, Elsevier, vol. 16(1), pages 65-88, February.
    17. Daniel Ellsberg, 1961. "Risk, Ambiguity, and the Savage Axioms," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 75(4), pages 643-669.
    18. Gary Akehurst & Enrique Simarro & Alicia Mas‐Tur, 2012. "Women entrepreneurship in small service firms: motivations, barriers and performance," The Service Industries Journal, Taylor & Francis Journals, vol. 32(15), pages 2489-2505, January.
    19. Urbig, Diemo & Weitzel, Utz & Rosenkranz, Stephanie & Witteloostuijn, Arjen van, 2012. "Exploiting opportunities at all cost? Entrepreneurial intent and externalities," Journal of Economic Psychology, Elsevier, vol. 33(2), pages 379-393.
    20. David Kelsey & Willy Spanjers, 2004. "Ambiguity in Partnerships," Economic Journal, Royal Economic Society, vol. 114(497), pages 528-546, July.
    21. Schmeidler, David, 1989. "Subjective Probability and Expected Utility without Additivity," Econometrica, Econometric Society, vol. 57(3), pages 571-587, May.
    22. Nicholas Barberis & Ming Huang, 2001. "Mental Accounting, Loss Aversion, and Individual Stock Returns," Journal of Finance, American Finance Association, vol. 56(4), pages 1247-1292, August.
    23. Hoang, Tuyen Thanh & Nguyen, Cuong Viet & Van Tran, Hoa Thi, 2019. "Are female CEOs more risk averse than male counterparts? Evidence from Vietnam," Economic Analysis and Policy, Elsevier, vol. 63(C), pages 57-74.
    24. Eckel, Catherine C. & Wilson, Rick K., 2004. "Is trust a risky decision?," Journal of Economic Behavior & Organization, Elsevier, vol. 55(4), pages 447-465, December.
    25. Abdellaoui, Mohammed & Wakker, Peter P., 2020. "Savage for dummies and experts," Journal of Economic Theory, Elsevier, vol. 186(C).
    26. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    27. Amit Kothiyal & Vitalie Spinu & Peter Wakker, 2014. "An experimental test of prospect theory for predicting choice under ambiguity," Journal of Risk and Uncertainty, Springer, vol. 48(1), pages 1-17, February.
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