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Rationally Inattentive Statistical Discrimination: Arrow Meets Phelps

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  • Federico Echenique
  • Anqi Li

Abstract

When information acquisition is costly but flexible, a principal may rationally acquire information that favors one group over another. The former group faces incentives to invest in becoming productive, while the latter is discouraged from such investments. The principal, in turn, ignores the productivity difference between groups unless the underinvested group surprises him with a genuinely outstanding outcome. We give conditions under which the discriminatory equilibrium is most preferred by the principal, despite all groups being ex-ante identical. Our results inform the discussion of affirmative action, implicit bias, and occupational segregation and stereotypes.

Suggested Citation

  • Federico Echenique & Anqi Li, 2022. "Rationally Inattentive Statistical Discrimination: Arrow Meets Phelps," Papers 2212.08219, arXiv.org, revised Sep 2024.
  • Handle: RePEc:arx:papers:2212.08219
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    1. Martin L. Weitzman, 1974. "Prices vs. Quantities," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 41(4), pages 477-491.
    2. Alchian, Armen A & Demsetz, Harold, 1972. "Production , Information Costs, and Economic Organization," American Economic Review, American Economic Association, vol. 62(5), pages 777-795, December.
    3. Marianne Bertrand, 2018. "Coase Lecture – The Glass Ceiling," Economica, London School of Economics and Political Science, vol. 85(338), pages 205-231, April.
    4. repec:bla:jfinan:v:43:y:1988:i:3:p:593-616 is not listed on IDEAS
    5. Upton, David R. & Arrington, C. Edward, 2012. "Implicit racial prejudice against African-Americans in balanced scorecard performance evaluations," CRITICAL PERSPECTIVES ON ACCOUNTING, Elsevier, vol. 23(4), pages 281-297.
    6. Drugov, Mikhail & Ryvkin, Dmitry, 2017. "Biased contests for symmetric players," Games and Economic Behavior, Elsevier, vol. 103(C), pages 116-144.
    7. Canice Prendergast, 1999. "The Provision of Incentives in Firms," Journal of Economic Literature, American Economic Association, vol. 37(1), pages 7-63, March.
    8. Francine D. Blau & Lawrence M. Kahn, 2017. "The Gender Wage Gap: Extent, Trends, and Explanations," Journal of Economic Literature, American Economic Association, vol. 55(3), pages 789-865, September.
    9. Filip Matêjka & Alisdair McKay, 2015. "Rational Inattention to Discrete Choices: A New Foundation for the Multinomial Logit Model," American Economic Review, American Economic Association, vol. 105(1), pages 272-298, January.
    10. Matveenko, Andrei & Mikhalishchev, Sergei, 2021. "Attentional role of quota implementation," Journal of Economic Theory, Elsevier, vol. 198(C).
    11. Joseph Price & Justin Wolfers, 2010. "Racial Discrimination Among NBA Referees," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(4), pages 1859-1887.
    12. Li, Anqi & Yang, Ming, 2020. "Optimal incentive contract with endogenous monitoring technology," Theoretical Economics, Econometric Society, vol. 15(3), July.
    13. Lavy, Victor & Sand, Edith, 2018. "On the origins of gender gaps in human capital: Short- and long-term consequences of teachers' biases," Journal of Public Economics, Elsevier, vol. 167(C), pages 263-279.
    14. Shubham Chaudhuri & Rajiv Sethi, 2008. "Statistical Discrimination with Peer Effects: Can Integration Eliminate Negative Stereotypes?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(2), pages 579-596.
    15. Baker, G.P. & Jensen, M.C. & Murphy, K.J., 1988. "Compensation And Incentives: Practice Vs. Theory," Papers 88-05, Rochester, Business - Managerial Economics Research Center.
    16. Subhasish M. Chowdhury & Patricia Esteve‐González & Anwesha Mukherjee, 2023. "Heterogeneity, leveling the playing field, and affirmative action in contests," Southern Economic Journal, John Wiley & Sons, vol. 89(3), pages 924-974, January.
    17. Doron Ravid, 2020. "Ultimatum Bargaining with Rational Inattention," American Economic Review, American Economic Association, vol. 110(9), pages 2948-2963, September.
    18. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    19. David Neumark & Harry Holzer, 2000. "Assessing Affirmative Action," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 483-568, September.
    20. Fryer, Roland Jr., 2007. "Belief flipping in a dynamic model of statistical discrimination," Journal of Public Economics, Elsevier, vol. 91(5-6), pages 1151-1166, June.
    21. Hanming Fang, 2001. "Social Culture and Economic Performance," American Economic Review, American Economic Association, vol. 91(4), pages 924-937, September.
    22. Sims, Christopher A., 2003. "Implications of rational inattention," Journal of Monetary Economics, Elsevier, vol. 50(3), pages 665-690, April.
    23. Fu, Qiang & Wu, Zenan, 2020. "On the optimal design of biased contests," Theoretical Economics, Econometric Society, vol. 15(4), November.
    24. Paula Onuchic, 2022. "Recent Contributions to Theories of Discrimination," Papers 2205.05994, arXiv.org, revised Jun 2023.
    25. Curtis R. Taylor & Huseyin Yildirim, 2011. "Subjective Performance and the Value of Blind Evaluation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 78(2), pages 762-794.
    26. Yeon-Koo Che & Kyungmin Kim & Weijie Zhong, 2020. "Statistical Discrimination in Ratings-Guided Markets," Papers 2004.11531, arXiv.org, revised Nov 2024.
    27. Coate, Stephen & Loury, Glenn C, 1993. "Will Affirmative-Action Policies Eliminate Negative Stereotypes?," American Economic Review, American Economic Association, vol. 83(5), pages 1220-1240, December.
    28. Yang, Ming, 2015. "Coordination with flexible information acquisition," Journal of Economic Theory, Elsevier, vol. 158(PB), pages 721-738.
    29. Fryer, Roland, 2007. "Belief Flipping in a Dynamic Model of Statistical Discrimination," Scholarly Articles 2955768, Harvard University Department of Economics.
    30. Conrad Miller, 2017. "The Persistent Effect of Temporary Affirmative Action," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 152-190, July.
    31. Iris Bohnet & Alexandra van Geen & Max Bazerman, 2016. "When Performance Trumps Gender Bias: Joint vs. Separate Evaluation," Management Science, INFORMS, vol. 62(5), pages 1225-1234, May.
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    Cited by:

    1. Shanglyu Deng & Hanming Fang & Qiang Fu & Zenan Wu, 2023. "Information Favoritism and Scoring Bias in Contests," PIER Working Paper Archive 23-002, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.

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