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Does Unfairness Hurt Women? The Effects of Losing Unfair Competitions

Author

Listed:
  • Stefano Piasenti

    (HU Berlin)

  • Marica Valente

    (University of Innsbruck)

  • Roel van Veldhuizen

    (Lund University)

  • Gregor Pfeifer

    (University of Sydney)

Abstract

How do men and women differ in their persistence after experiencing failure in a competitive environment? We tackle this question by combining a large online experiment (N=2,086) with machine learning. We find that when losing is unequivocally due to merit, both men and women exhibit a significant decrease in subsequent tournament entry. However, when the prior tournament is unfair, i.e., a loss is no longer necessarily based on merit, women are more discouraged than men. These results suggest that transparent meritocratic criteria may play a key role in preventing women from falling behind after experiencing a loss.

Suggested Citation

  • Stefano Piasenti & Marica Valente & Roel van Veldhuizen & Gregor Pfeifer, 2023. "Does Unfairness Hurt Women? The Effects of Losing Unfair Competitions," Rationality and Competition Discussion Paper Series 410, CRC TRR 190 Rationality and Competition.
    • Handle: RePEc:rco:dpaper:410
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    1. Stefano Gagliarducci & Marco Manacorda, 2020. "Politics in the Family: Nepotism and the Hiring Decisions of Italian Firms," American Economic Journal: Applied Economics, American Economic Association, vol. 12(2), pages 67-95, April.
    2. Ernst Fehr & Michael Naef & Klaus M. Schmidt, 2006. "Inequality Aversion, Efficiency, and Maximin Preferences in Simple Distribution Experiments: Comment," American Economic Review, American Economic Association, vol. 96(5), pages 1912-1917, December.
    3. Johannes Abeler & Armin Falk & Lorenz Goette & David Huffman, 2011. "Reference Points and Effort Provision," American Economic Review, American Economic Association, vol. 101(2), pages 470-492, April.
    4. Roel van Veldhuizen, 2022. "Gender Differences in Tournament Choices: Risk Preferences, Overconfidence, or Competitiveness?," Journal of the European Economic Association, European Economic Association, vol. 20(4), pages 1595-1618.
    5. Alexander W Cappelen & Johanna Mollerstrom & Bjørn-Atle Reme & Bertil Tungodden, 2022. "A Meritocratic Origin of Egalitarian Behaviour," The Economic Journal, Royal Economic Society, vol. 132(646), pages 2101-2117.
    6. Alexander W. Cappelen & James Konow & Erik ?. S?rensen & Bertil Tungodden, 2013. "Just Luck: An Experimental Study of Risk-Taking and Fairness," American Economic Review, American Economic Association, vol. 103(4), pages 1398-1413, June.
    7. Boschini, Anne & Dreber, Anna & von Essen, Emma & Muren, Astri & Ranehill, Eva, 2019. "Gender, risk preferences and willingness to compete in a random sample of the Swedish population✰," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 83(C).
    8. Victor Chernozhukov & Mert Demirer & Esther Duflo & Iván Fernández-Val, 2018. "Generic Machine Learning Inference on Heterogeneous Treatment Effects in Randomized Experiments, with an Application to Immunization in India," NBER Working Papers 24678, National Bureau of Economic Research, Inc.
    9. Alexander W. Cappelen & Astri Drange Hole & Erik Ø Sørensen & Bertil Tungodden, 2007. "The Pluralism of Fairness Ideals: An Experimental Approach," American Economic Review, American Economic Association, vol. 97(3), pages 818-827, June.
    10. Thomas Buser & Huaiping Yuan, 2019. "Do Women Give Up Competing More Easily? Evidence from the Lab and the Dutch Math Olympiad," American Economic Journal: Applied Economics, American Economic Association, vol. 11(3), pages 225-252, July.
    11. Thomas Dohmen & Armin Falk & David Huffman & Uwe Sunde & Jürgen Schupp & Gert G. Wagner, 2011. "Individual Risk Attitudes: Measurement, Determinants, And Behavioral Consequences," Journal of the European Economic Association, European Economic Association, vol. 9(3), pages 522-550, June.
    12. 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.
    13. David Gill & Victoria Prowse, 2012. "A Structural Analysis of Disappointment Aversion in a Real Effort Competition," American Economic Review, American Economic Association, vol. 102(1), pages 469-503, February.
    14. Stefan Wager & Susan Athey, 2018. "Estimation and Inference of Heterogeneous Treatment Effects using Random Forests," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 113(523), pages 1228-1242, July.
    15. Thomas Buser & Muriel Niederle & Hessel Oosterbeek, 2020. "Can competitiveness predict education and labor market outcomes? Evidence from incentivized choice and survey measures," Tinbergen Institute Discussion Papers 20-048/I, Tinbergen Institute.
    16. Fallucchi, Francesco & Nosenzo, Daniele & Reuben, Ernesto, 2020. "Measuring preferences for competition with experimentally-validated survey questions," Journal of Economic Behavior & Organization, Elsevier, vol. 178(C), pages 402-423.
    17. Charles F. Manski, 2004. "Statistical Treatment Rules for Heterogeneous Populations," Econometrica, Econometric Society, vol. 72(4), pages 1221-1246, July.
    18. Muriel Niederle & Lise Vesterlund, 2007. "Do Women Shy Away From Competition? Do Men Compete Too Much?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 1067-1101.
    19. Buser, Thomas & Cappelen, Alexander & Tungodden, Bertil, 2021. "Fairness and Willingness to Compete," Discussion Paper Series in Economics 8/2021, Norwegian School of Economics, Department of Economics.
    20. Christopher J. Bryan & Elizabeth Tipton & David S. Yeager, 2021. "Behavioural science is unlikely to change the world without a heterogeneity revolution," Nature Human Behaviour, Nature, vol. 5(8), pages 980-989, August.
    21. Coren L. Apicella & Elif E. Demiral & Johanna Mollerstrom, 2017. "No Gender Difference in Willingness to Compete When Competing against Self," American Economic Review, American Economic Association, vol. 107(5), pages 136-140, May.
    22. Thaler, Michael, 2021. "Gender differences in motivated reasoning," Journal of Economic Behavior & Organization, Elsevier, vol. 191(C), pages 501-518.
    23. Muriel Niederle & Carmit Segal & Lise Vesterlund, 2013. "How Costly Is Diversity? Affirmative Action in Light of Gender Differences in Competitiveness," Management Science, INFORMS, vol. 59(1), pages 1-16, May.
    24. van Veldhuizen, Roel, 2022. "Gender Differences in Tournament Choices: Risk Preferences, Overconfidence or Competitiveness?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 20(4), pages 1595-1618.
    25. Markowsky, Eva & Beblo, Miriam, 2022. "When do we observe a gender gap in competition entry? A meta-analysis of the experimental literature," Journal of Economic Behavior & Organization, Elsevier, vol. 198(C), pages 139-163.
    26. Linda Babcock & Xianghong Wang & George Loewenstein, 1996. "Choosing the Wrong Pond: Social Comparisons in Negotiations That Reflect a Self-Serving Bias," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 111(1), pages 1-19.
    27. Duffy, John & Kornienko, Tatiana, 2010. "Does competition affect giving?," Journal of Economic Behavior & Organization, Elsevier, vol. 74(1-2), pages 82-103, May.
    28. Eva Ranehill & Roberto A. Weber, 2022. "Gender preference gaps and voting for redistribution," Experimental Economics, Springer;Economic Science Association, vol. 25(3), pages 845-875, June.
    29. Shastry, Gauri Kartini & Shurchkov, Olga & Xia, Lingjun Lotus, 2020. "Luck or skill: How women and men react to noisy feedback," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 88(C).
    30. Valente, Marica, 2023. "Policy evaluation of waste pricing programs using heterogeneous causal effect estimation," Journal of Environmental Economics and Management, Elsevier, vol. 117(C).
    31. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
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    More about this item

    Keywords

    competitiveness; gender; fairness; machine learning; online experiment;
    All these keywords.

    JEL classification:

    • C90 - Mathematical and Quantitative Methods - - Design of Experiments - - - General
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • J16 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Gender; Non-labor Discrimination
    • C14 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Semiparametric and Nonparametric Methods: General

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