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Discrimination in Evaluation Criteria: The Role of Beliefs versus Outcomes

Author

Listed:
  • Nisvan Erkal

    (Department of Economics, University of Melbourne)

  • Lata Gangadharan

    (Department of Economics, Monash University)

  • Boon Han Koh

    (Department of Economics, University of Exeter)

Abstract

Using incentivized experiments, we investigate whether different criteria are used in evaluating male and female leaders when outcomes are determined by unobservable choices and luck. Evaluators form beliefs about leaders' choices and make discretionary payments. We find that while payments to male leaders are determined by both outcomes and evaluators' beliefs, those to female leaders are determined by outcomes only. We label this new source of gender bias as the gender criteria gap. Our findings imply that high outcomes are necessary for women to get bonuses, but men can receive bonuses for low outcomes as long as evaluators hold them in high regard.

Suggested Citation

  • Nisvan Erkal & Lata Gangadharan & Boon Han Koh, 2023. "Discrimination in Evaluation Criteria: The Role of Beliefs versus Outcomes," Discussion Papers 2316, University of Exeter, Department of Economics.
    • Handle: RePEc:exe:wpaper:2316
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    File URL: https://exetereconomics.github.io/RePEc/dpapers/DP2316.pdf
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    1. Gary Charness, 2004. "Attribution and Reciprocity in an Experimental Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 22(3), pages 665-688, July.
    2. Goldin, Claudia D. & Rouse, Cecilia, 2000. "Orchestrating Impartiality: The Impact of “Blind†Auditions on Female Musicians," Scholarly Articles 30703974, Harvard University Department of Economics.
    3. Torsten Persson & Gérard Roland & Guido Tabellini, 1997. "Separation of Powers and Political Accountability," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(4), pages 1163-1202.
    4. Jonathan Levin, 2003. "Relational Incentive Contracts," American Economic Review, American Economic Association, vol. 93(3), pages 835-857, June.
    5. Ben Greiner, 2015. "Subject pool recruitment procedures: organizing experiments with ORSEE," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 1(1), pages 114-125, July.
    6. Heather Sarsons & Klarita Gërxhani & Ernesto Reuben & Arthur Schram, 2021. "Gender Differences in Recognition for Group Work," Journal of Political Economy, University of Chicago Press, vol. 129(1), pages 101-147.
    7. Kai Barron, 2021. "Belief updating: does the ‘good-news, bad-news’ asymmetry extend to purely financial domains?," Experimental Economics, Springer;Economic Science Association, vol. 24(1), pages 31-58, March.
    8. Canice Prendergast, 1999. "The Provision of Incentives in Firms," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 7-63, March.
    9. James E. Alt & David Dreyer Lassen, 2003. "The Political Economy of Institutions and Corruption in American States," Journal of Theoretical Politics, , vol. 15(3), pages 341-365, July.
    10. Erkal, Nisvan & Gangadharan, Lata & Koh, Boon Han, 2023. "Do women receive less blame than men? Attribution of outcomes in a prosocial setting," Journal of Economic Behavior & Organization, Elsevier, vol. 210(C), pages 441-452.
    11. Alexander Coutts, 2019. "Good news and bad news are still news: experimental evidence on belief updating," Experimental Economics, Springer;Economic Science Association, vol. 22(2), pages 369-395, June.
    12. Katherine Baldiga Coffman, 2014. "Evidence on Self-Stereotyping and the Contribution of Ideas," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1625-1660.
    13. Nisvan Erkal & Lata Gangadharan & Boon Han Koh, 2022. "By chance or by choice? Biased attribution of others’ outcomes when social preferences matter," Experimental Economics, Springer;Economic Science Association, vol. 25(2), pages 413-443, April.
    14. J. Aislinn Bohren & Alex Imas & Michael Rosenberg, 2019. "The Dynamics of Discrimination: Theory and Evidence," American Economic Review, American Economic Association, vol. 109(10), pages 3395-3436, October.
    15. Grossman, Philip J. & Eckel, Catherine & Komai, Mana & Zhan, Wei, 2019. "It pays to be a man: Rewards for leaders in a coordination game," Journal of Economic Behavior & Organization, Elsevier, vol. 161(C), pages 197-215.
    16. Ertac, Seda & Gurdal, Mehmet Y., 2012. "Deciding to decide: Gender, leadership and risk-taking in groups," Journal of Economic Behavior & Organization, Elsevier, vol. 83(1), pages 24-30.
    17. Timothy Besley & Maitreesh Ghatak, 2018. "Prosocial Motivation and Incentives," Annual Review of Economics, Annual Reviews, vol. 10(1), pages 411-438, August.
    18. Rachel M. Hayes & Scott Schaefer, 2000. "Implicit Contracts and the Explanatory Power of Top Executive Compensation for Future Performance," RAND Journal of Economics, The RAND Corporation, vol. 31(2), pages 273-293, Summer.
    19. Pedro Bordalo & Katherine Coffman & Nicola Gennaioli & Andrei Shleifer, 2019. "Beliefs about Gender," American Economic Review, American Economic Association, vol. 109(3), pages 739-773, March.
    20. David M. Grether, 1980. "Bayes Rule as a Descriptive Model: The Representativeness Heuristic," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 95(3), pages 537-557.
    21. Brañas-Garza, Pablo & Capraro, Valerio & Rascón-Ramírez, Ericka, 2018. "Gender differences in altruism on Mechanical Turk: Expectations and actual behaviour," Economics Letters, Elsevier, vol. 170(C), pages 19-23.
    22. Friederike Mengel & Jan Sauermann & Ulf Zölitz, 2019. "Gender Bias in Teaching Evaluations," Journal of the European Economic Association, European Economic Association, vol. 17(2), pages 535-566.
    23. Brownback, Andy & Kuhn, Michael A., 2019. "Understanding outcome bias," Games and Economic Behavior, Elsevier, vol. 117(C), pages 342-360.
    24. Cecilia Rouse & Claudia Goldin, 2000. "Orchestrating Impartiality: The Impact of "Blind" Auditions on Female Musicians," American Economic Review, American Economic Association, vol. 90(4), pages 715-741, September.
    25. Urs Fischbacher, 2007. "z-Tree: Zurich toolbox for ready-made economic experiments," Experimental Economics, Springer;Economic Science Association, vol. 10(2), pages 171-178, June.
    26. Romain Gauriot & Lionel Page, 2019. "Fooled by Performance Randomness: Overrewarding Luck," The Review of Economics and Statistics, MIT Press, vol. 101(4), pages 658-666, October.
    27. Katherine B. Coffman & Christine L. Exley & Muriel Niederle, 2021. "The Role of Beliefs in Driving Gender Discrimination," Management Science, INFORMS, vol. 67(6), pages 3551-3569, June.
    28. Barron, Kai & Ditlmann, Ruth & Gehrig, Stefan & Schweighofer-Kodritsch, Sebastian, 2020. "Explicit and implicit belief-based gender discrimination: A hiring experiment," Discussion Papers, Research Unit: Economics of Change SP II 2020-306, WZB Berlin Social Science Center.
    29. David Bilén & Anna Dreber & Magnus Johannesson, 2021. "Are women more generous than men? A meta-analysis," Journal of the Economic Science Association, Springer;Economic Science Association, vol. 7(1), pages 1-18, September.
    30. Albrecht, Konstanze & von Essen, Emma & Parys, Juliane & Szech, Nora, 2013. "Updating, self-confidence, and discrimination," European Economic Review, Elsevier, vol. 60(C), pages 144-169.
    31. Solnick, Sara J, 2001. "Gender Differences in the Ultimatum Game," Economic Inquiry, Western Economic Association International, vol. 39(2), pages 189-200, April.
    32. Isabelle Régner & Catherine Thinus-Blanc & Agnès Netter & Toni Schmader & Pascal Huguet, 2019. "Committees with implicit biases promote fewer women when they do not believe gender bias exists," Nature Human Behaviour, Nature, vol. 3(11), pages 1171-1179, November.
    33. Erkal, Nisvan & Gangadharan, Lata & Koh, Boon Han, 2020. "Replication: Belief elicitation with quadratic and binarized scoring rules," Journal of Economic Psychology, Elsevier, vol. 81(C).
    34. Gary Charness & David I. Levine, 2007. "Intention and Stochastic Outcomes: An Experimental study," Economic Journal, Royal Economic Society, vol. 117(522), pages 1051-1072, July.
    35. Marianne Bertrand & Sendhil Mullainathan, 2001. "Are CEOs Rewarded for Luck? The Ones Without Principals Are," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(3), pages 901-932.
    36. Rachel Croson & Uri Gneezy, 2009. "Gender Differences in Preferences," Journal of Economic Literature, American Economic Association, vol. 47(2), pages 448-474, June.
    37. Samuel Bowles & Sandra Polania-Reyes, 2012. "Economic Incentives and Social Preferences: Substitutes or Complements?," Journal of Economic Literature, American Economic Association, vol. 50(2), pages 368-425, June.
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    More about this item

    Keywords

    gender gaps; discrimination; evaluation criteria; biases in beliefs; outcome bias; social preferences; laboratory experiments;
    All these keywords.

    JEL classification:

    • C92 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Group Behavior
    • D91 - Microeconomics - - Micro-Based Behavioral Economics - - - Role and Effects of Psychological, Emotional, Social, and Cognitive Factors on Decision Making
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

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