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Redistribution without distortion: Evidence from an affirmative action program at a large Brazilian university

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  • Fernanda Estevan
  • Thomas Gall, Louis-Philippe Morin

Abstract

In this paper, we examine an innovative affirmative action policy designed to increase the representation of underprivileged students at UNICAMP, a large and highly ranked Brazilian university. The university awarded bonus points to targeted applicants (i.e., public high school applicants) on their admission exam, as opposed to imposing a typical quota system. Using a rich set of administrative data from UNICAMP, we assess the effect of this policy on the composition of admitted students, and investigate for possible behavioral responses at the extensive (participation) and intensive (preparation effort) margins. We find that the admission probability of public high school applicants, the targeted applicants, significantly increased following the adoption of the affirmative action program. The policy was also associated with sizable redistribution in the composition of admitted students, with a shift towards students from families with lower socio-economic status. Surprisingly, we find little evidence of behavioral reactions to the affirmative action policy, in terms of test performance or application decision.

Suggested Citation

  • Fernanda Estevan & Thomas Gall, Louis-Philippe Morin, 2016. "Redistribution without distortion: Evidence from an affirmative action program at a large Brazilian university," Working Papers, Department of Economics 2016_07, University of São Paulo (FEA-USP), revised 14 Apr 2016.
    • Handle: RePEc:spa:wpaper:2016wpecon7
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    1. Bertrand, Marianne & Hanna, Rema & Mullainathan, Sendhil, 2010. "Affirmative action in education: Evidence from engineering college admissions in India," Journal of Public Economics, Elsevier, vol. 94(1-2), pages 16-29, February.
    2. Qiang Fu & Jingfeng Lu, 2012. "Micro foundations of multi-prize lottery contests: a perspective of noisy performance ranking," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 38(3), pages 497-517, March.
    3. David Card & Alan B. Krueger, 2005. "Would the Elimination of Affirmative Action Affect Highly Qualified Minority Applicants? Evidence from California and Texas," ILR Review, Cornell University, ILR School, vol. 58(3), pages 416-434, April.
    4. Andrew Schotter & Keith Weigelt, 1992. "Asymmetric Tournaments, Equal Opportunity Laws, and Affirmative Action: Some Experimental Results," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 511-539.
    5. A. Colin Cameron & Jonah B. Gelbach & Douglas L. Miller, 2011. "Robust Inference With Multiway Clustering," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(2), pages 238-249, April.
    6. Thomas Gall & Patrick Legros & Andrew Newman, 2015. "College Diversity and Investment Incentives," Working Papers 2015-001, Human Capital and Economic Opportunity Working Group.
    7. Stein, William E, 2002. "Asymmetric Rent-Seeking with More Than Two Contestants," Public Choice, Springer, vol. 113(3-4), pages 325-336, December.
    8. Ben Backes, 2012. "Do Affirmative Action Bans Lower Minority College Enrollment and Attainment?: Evidence from Statewide Bans," Journal of Human Resources, University of Wisconsin Press, vol. 47(2), pages 435-455.
    9. Coate, Stephen & Loury, Glenn, 1993. "Antidiscrimination Enforcement and the Problem of Patronization," American Economic Review, American Economic Association, vol. 83(2), pages 92-98, May.
    10. Christopher S. Cotton & Brent R. Hickman & Joseph P. Price, 2022. "Affirmative Action and Human Capital Investment: Evidence from a Randomized Field Experiment," Journal of Labor Economics, University of Chicago Press, vol. 40(1), pages 157-185.
    11. Franke, Jörg, 2012. "Affirmative action in contest games," European Journal of Political Economy, Elsevier, vol. 28(1), pages 105-118.
    12. Calsamiglia, Caterina & Franke, Jörg & Rey-Biel, Pedro, 2013. "The incentive effects of affirmative action in a real-effort tournament," Journal of Public Economics, Elsevier, vol. 98(C), pages 15-31.
    13. Peter Hinrichs, 2012. "The Effects of Affirmative Action Bans on College Enrollment, Educational Attainment, and the Demographic Composition of Universities," The Review of Economics and Statistics, MIT Press, vol. 94(3), pages 712-722, August.
    14. Dickson, Lisa M., 2006. "Does ending affirmative action in college admissions lower the percent of minority students applying to college?," Economics of Education Review, Elsevier, vol. 25(1), pages 109-119, February.
    15. David Neumark & Harry Holzer, 2000. "Assessing Affirmative Action," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 483-568, September.
    16. Roland G. Fryer Jr. & Glenn C. Loury, 2005. "Affirmative Action and Its Mythology," Journal of Economic Perspectives, American Economic Association, vol. 19(3), pages 147-162, Summer.
    17. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-In-Differences Estimates?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 119(1), pages 249-275.
    18. Louis-Philippe Morin, 2015. "Do Men and Women Respond Differently to Competition? Evidence from a Major Education Reform," Journal of Labor Economics, University of Chicago Press, vol. 33(2), pages 443-491.
    19. Peter Arcidiacono & Michael Lovenheim, 2016. "Affirmative Action and the Quality-Fit Trade-Off," Journal of Economic Literature, American Economic Association, vol. 54(1), pages 3-51, March.
    20. A. Colin Cameron & Douglas L. Miller, 2015. "A Practitioner’s Guide to Cluster-Robust Inference," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 317-372.
    21. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
    22. Long, M.C.Mark C., 2004. "College applications and the effect of affirmative action," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 319-342.
    23. Peter Arcidiacono & Michael Lovenheim & Maria Zhu, 2015. "Affirmative Action in Undergraduate Education," Annual Review of Economics, Annual Reviews, vol. 7(1), pages 487-518, August.
    24. Roland G. Fryer Jr. & Glenn C. Loury, 2013. "Valuing Diversity," Journal of Political Economy, University of Chicago Press, vol. 121(4), pages 747-774.
    25. Andrew M. Francis & Maria Tannuri-Pianto, 2012. "Using Brazil’s Racial Continuum to Examine the Short-Term Effects of Affirmative Action in Higher Education," Journal of Human Resources, University of Wisconsin Press, vol. 47(3), pages 754-784.
    26. Hao Jia, 2008. "A stochastic derivation of the ratio form of contest success functions," Public Choice, Springer, vol. 135(3), pages 125-130, June.
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    Cited by:

    1. Del Rey Elena & Estevan Fernanda, 2020. "Assessing Higher Education Policy in Brazil: A Mixed Oligopoly Approach," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 20(1), pages 1-16, January.
    2. Fernanda Estevan & Thomas Gall & Louis-Philippe Morin, 2019. "Can Affirmative Action Affect Major Choice?," Boston University - Department of Economics - The Institute for Economic Development Working Papers Series dp-324, Boston University - Department of Economics.
    3. Priscila S. dos Santos & Kalinca L. Becker & Sibele V. de Oliveira, 2023. "Race‐based affirmative action for higher education in Brazil: Impact assessment on performance, time, and delay in completion," Review of Development Economics, Wiley Blackwell, vol. 27(1), pages 247-267, February.
    4. Mitra Akhtari & Natalie Bau & Jean-William Laliberté, 2024. "Affirmative Action and Precollege Human Capital," American Economic Journal: Applied Economics, American Economic Association, vol. 16(1), pages 1-32, January.
    5. Machado, Cecilia & Szerman, Christiane, 2021. "Centralized college admissions and student composition," Economics of Education Review, Elsevier, vol. 85(C).
    6. 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.
    7. Rodrigo Zeidan & Silvio Luiz de Almeida & Inácio Bó & Neil Lewis, 2024. "Racial and income‐based affirmative action in higher education admissions: Lessons from the Brazilian experience," Journal of Economic Surveys, Wiley Blackwell, vol. 38(3), pages 956-972, July.
    8. Mello, Ursula, 2023. "Affirmative action and the choice of schools," Journal of Public Economics, Elsevier, vol. 219(C).
    9. 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.
    10. Najam, Rafiuddin, 2024. "Closing the gap: Effect of a gender quota on women’s access to education in Afghanistan," Economics of Education Review, Elsevier, vol. 99(C).
    11. Soledad Giardili, 2018. "University Quotas and Peers’ Achievement," Working Papers 854, Queen Mary University of London, School of Economics and Finance.
    12. Machado, Cecilia & Reyes, Germán & Riehl, Evan, 2022. "Alumni Job Networks at Elite Universities and the Efficacy of Affirmative Action," IZA Discussion Papers 15026, Institute of Labor Economics (IZA).
    13. Francisco Costa & Letícia Nunes & Fabio Miessi Sanches, 2024. "How to Attract Physicians to Underserved Areas? Policy Recommendations from a Structural Model," The Review of Economics and Statistics, MIT Press, vol. 106(1), pages 36-52, January.
    14. Lépine, Andrea & Estevan, Fernanda, 2021. "Do ability peer effects matter for academic and labor market outcomes?," Labour Economics, Elsevier, vol. 71(C).
    15. Ursula Mello, 2021. "Affirmative Action and the Choice of Schools," Working Papers 1285, Barcelona School of Economics.
    16. Cecilia Machado & Germán Reyes & Evan Riehl, 2023. "The Efficacy of Large-Scale Affirmative Action at Elite Universities," CEDLAS, Working Papers 0311, CEDLAS, Universidad Nacional de La Plata.
    17. Arenas, Andreu & Calsamiglia, Caterina & Loviglio, Annalisa, 2021. "What is at stake without high-stakes exams? Students’ evaluation and admission to college at the time of COVID-19," Economics of Education Review, Elsevier, vol. 83(C).
    18. Oliveira, Rodrigo & Santos, Alei & Severnini, Edson, 2024. "Bridging the gap: Mismatch effects and catch-up dynamics under a Brazilian college affirmative action program," Economics of Education Review, Elsevier, vol. 98(C).
    19. Cecilia Machado & Germ'an Reyes & Evan Riehl, 2023. "The Direct and Spillover Effects of Large-scale Affirmative Action at an Elite Brazilian University," Papers 2305.02513, arXiv.org, revised Jun 2023.
    20. Machado, Cecilia & Szerman, Christiane, 2016. "Centralized Admission and the Student-College Match," IZA Discussion Papers 10251, Institute of Labor Economics (IZA).
    21. Fernanda Estevan & Lucas Finamor, 2022. "School closures and educational path: how the Covid-19 pandemic affected transitions to college," Papers 2210.00138, arXiv.org.

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    More about this item

    Keywords

    post-secondary education; affirmative action; university admission; inequality.;
    All these keywords.

    JEL classification:

    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination
    • J18 - Labor and Demographic Economics - - Demographic Economics - - - Public Policy

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