IDEAS home Printed from https://ideas.repec.org/p/pri/econom/2020-46.html
   My bibliography  Save this paper

Statistical Discrimination and Affirmative Action in the Lab

Author

Listed:
  • Ahrash Dianat

    (University of Essex)

  • Federico Echenique

    (Caltech)

  • Leeat Yariv

    (Princeton University)

Abstract

We present results from laboratory experiments studying statistical discrimination and affirmative action. We induce statistical discrimination in simple labor-market interactions between firms and workers. We then introduce affirmative-action policies that vary in the size and duration of a subsidy that firms receive for hiring discriminated against workers. These different affirmative-action policies have nearly the same effect, and practically eliminate discriminatory hiring practices. However, once lifted, few positive effects remain and discrimination reverts to its initial levels. One exception is lengthy affirmative-action policies, which exhibit somewhat longer-lived effects. Stickiness of beliefs, which we elicit, helps explain the observed outcomes.

Suggested Citation

  • Ahrash Dianat & Federico Echenique & Leeat Yariv, 2021. "Statistical Discrimination and Affirmative Action in the Lab," Working Papers 2020-46, Princeton University. Economics Department..
  • Handle: RePEc:pri:econom:2020-46
    as

    Download full text from publisher

    File URL: http://lyariv.mycpanel.princeton.edu//papers/AffirmativeAction.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Dylan Glover & Amanda Pallais & William Pariente, 2017. "Discrimination as a Self-Fulfilling Prophecy: Evidence from French Grocery Stores," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1219-1260.
    2. Tanjim Hossain & Ryo Okui, 2013. "The Binarized Scoring Rule," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 80(3), pages 984-1001.
    3. 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.
    4. Terri Kneeland, 2015. "Identifying Higher‐Order Rationality," Econometrica, Econometric Society, vol. 83(5), pages 2065-2079, September.
    5. Jordi Brandts & David J. Cooper, 2006. "A Change Would Do You Good .... An Experimental Study on How to Overcome Coordination Failure in Organizations," American Economic Review, American Economic Association, vol. 96(3), pages 669-693, June.
    6. Michael Ewens & Bryan Tomlin & Liang Choon Wang, 2014. "Statistical Discrimination or Prejudice? A Large Sample Field Experiment," The Review of Economics and Statistics, MIT Press, vol. 96(1), pages 119-134, March.
    7. 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.
    8. 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.
    9. Bracha, Anat & Cohen, Alma & Conell-Price, Lynn, 2019. "The heterogeneous effect of affirmative action on performance," Journal of Economic Behavior & Organization, Elsevier, vol. 158(C), pages 173-218.
    10. Rustam Ibragimov & Ulrich K. Müller, 2016. "Inference with Few Heterogeneous Clusters," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 83-96, March.
    11. Kenneth J. Arrow, 1998. "What Has Economics to Say about Racial Discrimination?," Journal of Economic Perspectives, American Economic Association, vol. 12(2), pages 91-100, Spring.
    12. Uri Gneezy & Jan Potters, 1997. "An Experiment on Risk Taking and Evaluation Periods," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 631-645.
    13. Rey-Biel, Pedro, 2009. "Equilibrium play and best response to (stated) beliefs in normal form games," Games and Economic Behavior, Elsevier, vol. 65(2), pages 572-585, March.
    14. Thomas Haan & Theo Offerman & Randolph Sloof, 2017. "Discrimination in the Labour Market: The Curse of Competition between Workers," Economic Journal, Royal Economic Society, vol. 127(603), pages 1433-1466, August.
    15. 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.
    16. Lisa R. Anderson & Roland G. Fryer & Charles A. Holt, 2006. "Discrimination: Experimental Evidence from Psychology and Economics," Chapters, in: William M. Rodgers III (ed.), Handbook on the Economics of Discrimination, chapter 4, Edward Elgar Publishing.
    17. Chen, Daniel L. & Schonger, Martin & Wickens, Chris, 2016. "oTree—An open-source platform for laboratory, online, and field experiments," Journal of Behavioral and Experimental Finance, Elsevier, vol. 9(C), pages 88-97.
    18. Roland G. Fryer & Jacob K. Goeree & Charles A. Holt, 2005. "Experience-Based Discrimination: Classroom Games," The Journal of Economic Education, Taylor & Francis Journals, vol. 36(2), pages 160-170, April.
    19. Adam Kapor, 2020. "Distributional Effects of Race-Blind Affirmative Action," Working Papers 2020-51, Princeton University. Economics Department..
    20. Alan Krueger & Jesse Rothstein & Sarah Turner, 2006. "Race, Income, and College in 25 Years: Evaluating Justice O'Connor's Conjecture," American Law and Economics Review, American Law and Economics Association, vol. 8(2), pages 282-311.
    21. Ben Gillen & Erik Snowberg & Leeat Yariv, 2019. "Experimenting with Measurement Error: Techniques with Applications to the Caltech Cohort Study," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1826-1863.
    22. Thomas Haan & Theo Offerman & Randolph Sloof, 2017. "Discrimination in the Labour Market: The Curse of Competition between Workers," Economic Journal, Royal Economic Society, vol. 127(603), pages 1433-1466, August.
    23. Michael P. Kidd & Paul S. Carlin & Jonathan Pot, 2008. "Experimenting with Affirmative Action: The Coate and Loury Model," The Economic Record, The Economic Society of Australia, vol. 84(266), pages 322-337, September.
    24. Nick Feltovich & Lata Gangadharan & Michael P. Kidd, 2013. "Implementation and Removal of an Affirmative-Action Quota: The Impact on Task Assignment and Workers' Skill Acquisition," Canadian Public Policy, University of Toronto Press, vol. 39(s1), pages 123-140, May.
    25. Romero, Julian, 2015. "The effect of hysteresis on equilibrium selection in coordination games," Journal of Economic Behavior & Organization, Elsevier, vol. 111(C), pages 88-105.
    26. Phelps, Edmund S, 1972. "The Statistical Theory of Racism and Sexism," American Economic Review, American Economic Association, vol. 62(4), pages 659-661, September.
    27. Bleemer, Zachary, 2021. "Top Percent Policies and the Return to Postsecondary Selectivity, by Zachary Bleemer, CSHE 1.21," University of California at Berkeley, Center for Studies in Higher Education qt6qf1888s, Center for Studies in Higher Education, UC Berkeley.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Mallory Avery & Andreas Leibbrandt & Joseph Vecci, 2023. "Does Artificial Intelligence Help or Hurt Gender Diversity? Evidence from Two Field Experiments on Recruitment in Tech," Monash Economics Working Papers 2023-09, Monash University, Department of Economics.
    2. José J. Domínguez, 2021. "The Effectiveness of Committee Quotas; The Role of Group Dynamics," ThE Papers 21/12, Department of Economic Theory and Economic History of the University of Granada..
    3. Dustan, Andrew & Koutout, Kristine & Leo, Greg, 2022. "Second-order beliefs and gender," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 752-781.
    4. Domínguez, José J., 2023. "Diversified committees in hiring processes: Lab evidence on group dynamics," Journal of Economic Psychology, Elsevier, vol. 97(C).
    5. José J. Domínguez & Natalia Montinari, 2021. "Gender Quotas and Task Assignment in Organizations," ThE Papers 21/13, Department of Economic Theory and Economic History of the University of Granada..
    6. Lepage, Louis Pierre, 2020. "Endogenous learning and the persistence of employer biases in the labor market," CLEF Working Paper Series 24, Canadian Labour Economics Forum (CLEF), University of Waterloo.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Dustan, Andrew & Koutout, Kristine & Leo, Greg, 2022. "Second-order beliefs and gender," Journal of Economic Behavior & Organization, Elsevier, vol. 200(C), pages 752-781.
    2. 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.
    3. Lepage, Louis Pierre, 2020. "Endogenous learning and the persistence of employer biases in the labor market," CLEF Working Paper Series 24, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    4. Mallory Avery & Andreas Leibbrandt & Joseph Vecci, 2023. "Does Artificial Intelligence Help or Hurt Gender Diversity? Evidence from Two Field Experiments on Recruitment in Tech," Monash Economics Working Papers 2023-09, Monash University, Department of Economics.
    5. Lepage, Louis Pierre, 2021. "Endogenous learning, persistent employer biases, and discrimination," CLEF Working Paper Series 34, Canadian Labour Economics Forum (CLEF), University of Waterloo.
    6. Aksoy, Billur & Chadd, Ian & Koh, Boon Han, 2023. "Sexual identity, gender, and anticipated discrimination in prosocial behavior," European Economic Review, Elsevier, vol. 154(C).
    7. Islam, Asad & Pakrashi, Debayan & Sahoo, Soubhagya & Wang, Liang Choon & Zenou, Yves, 2021. "Gender inequality and caste: Field experimental evidence from India," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 111-124.
    8. Gagnon, Nickolas & Bosmans, Kristof & Riedl, Arno, 2020. "The Effect of Unfair Chances and Gender Discrimination on Labor Supply," IZA Discussion Papers 12912, Institute of Labor Economics (IZA).
    9. Antonio Filippin & Francesco Guala, 2013. "Costless discrimination and unequal achievements in an experimental tournament," Experimental Economics, Springer;Economic Science Association, vol. 16(3), pages 285-305, September.
    10. Souleymane Mbaye, 2019. "Trois évaluations d’actions de lutte contre les discriminations," Erudite Ph.D Dissertations, Erudite, number ph19-01 edited by Pascale Petit.
    11. Billur Aksoy & Ian Chadd & Boon Han Koh, 2022. "(Anticipated) Discrimination against Sexual Minorities in Prosocial Domains," University of East Anglia School of Economics Working Paper Series 2021-08, School of Economics, University of East Anglia, Norwich, UK..
    12. Joanna N. Lahey & Douglas R. Oxley, 2021. "Discrimination at the Intersection of Age, Race, and Gender: Evidence from an Eye‐Tracking Experiment," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 40(4), pages 1083-1119, September.
    13. Kevin Lang & Ariella Kahn-Lang Spitzer, 2020. "Race Discrimination: An Economic Perspective," Journal of Economic Perspectives, American Economic Association, vol. 34(2), pages 68-89, Spring.
    14. Kessel, Dany & Mollerstrom, Johanna & van Veldhuizen, Roel, 2021. "Can simple advice eliminate the gender gap in willingness to compete?," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 138, pages 1-1.
    15. J. Michelle Brock & Ralph De Haas, 2023. "Discriminatory Lending: Evidence from Bankers in the Lab," American Economic Journal: Applied Economics, American Economic Association, vol. 15(2), pages 31-68, April.
    16. Dickinson, David L. & Masclet, David & Peterle, Emmanuel, 2018. "Discrimination as favoritism: The private benefits and social costs of in-group favoritism in an experimental labor market," European Economic Review, Elsevier, vol. 104(C), pages 220-236.
    17. Ingar Haaland & Christopher Roth, 2023. "Beliefs about Racial Discrimination and Support for Pro-Black Policies," The Review of Economics and Statistics, MIT Press, vol. 105(1), pages 40-53, January.
    18. Ross Levine & Alexey Levkov & Yona Rubinstein, 2008. "Racial Discrimination and Competition," NBER Working Papers 14273, National Bureau of Economic Research, Inc.
    19. Paul Heidhues & Botond KH{o}szegi & Philipp Strack, 2019. "Overconfidence and Prejudice," Papers 1909.08497, arXiv.org.
    20. Siddique, Abu & Vlassopoulos, Michael & Zenou, Yves, 2023. "Market competition and discrimination," European Economic Review, Elsevier, vol. 152(C).

    More about this item

    Keywords

    Statistical Discrimination; Affirmative Action; Experiments;
    All these keywords.

    JEL classification:

    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing
    • D04 - Microeconomics - - General - - - Microeconomic Policy: Formulation; Implementation; Evaluation
    • C91 - Mathematical and Quantitative Methods - - Design of Experiments - - - Laboratory, Individual Behavior

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:pri:econom:2020-46. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Bobray Bordelon (email available below). General contact details of provider: https://edirc.repec.org/data/deprius.html .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.