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The Efficacy of Large-Scale Affirmative Action at Elite Universities

Author

Listed:
  • Cecilia Machado

    (Graduate School of Economics, Getúlio Vargas Foundation)

  • Germán Reyes

    (Department of Economics, Cornell University)

  • Evan Riehl

    (Department of Economics and ILR School, Cornell University)

Abstract

We study the effects of affirmative action at an elite Brazilian university that adopted race- and income-based quotas for 45 percent of its admission slots. We link admission records to national employer-employee data to examine how the policy affected the careers of both its targeted beneficiaries and the university’s other students. For students admitted through affirmative action, the policy led to a modest increase in early-career earnings that faded as their careers progressed. Conversely, the adoption of affirmative action caused a large and persistent decrease in earnings for the university’s most highly ranked students. We present evidence that these negative earnings effects are driven by a reduction in human capital accumulation and a decline in the value of networking.

Suggested Citation

  • 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.
  • Handle: RePEc:dls:wpaper:0311
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    1. Peter Arcidiacono & Josh Kinsler & Tyler Ransom, 2022. "Legacy and Athlete Preferences at Harvard," Journal of Labor Economics, University of Chicago Press, vol. 40(1), pages 133-156.
    2. Justine S. Hastings & Christopher A. Neilson & Seth D. Zimmerman, 2013. "Are Some Degrees Worth More than Others? Evidence from college admission cutoffs in Chile," NBER Working Papers 19241, National Bureau of Economic Research, Inc.
    3. Vieira, Renato Schwambach & Arends-Kuenning, Mary, 2019. "Affirmative action in Brazilian universities: Effects on the enrollment of targeted groups," Economics of Education Review, Elsevier, vol. 73(C).
    4. Cortes, Kalena E., 2010. "Do bans on affirmative action hurt minority students? Evidence from the Texas Top 10% Plan," Economics of Education Review, Elsevier, vol. 29(6), pages 1110-1124, December.
    5. Eleanor Wiske Dillon & Jeffrey Andrew Smith, 2020. "The Consequences of Academic Match between Students and Colleges," Journal of Human Resources, University of Wisconsin Press, vol. 55(3), pages 767-808.
    6. Atila Abdulkadiroğlu & Parag A. Pathak & Jonathan Schellenberg & Christopher R. Walters, 2020. "Do Parents Value School Effectiveness?," American Economic Review, American Economic Association, vol. 110(5), pages 1502-1539, May.
    7. 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.
    8. Fernanda Estevan & Thomas Gall & Louis-Philippe Morin, 2019. "Redistribution Without Distortion: Evidence from an Affirmative Action Programme at a Large Brazilian University," The Economic Journal, Royal Economic Society, vol. 129(619), pages 1182-1220.
    9. Esther Duflo & Pascaline Dupas & Michael Kremer, 2011. "Peer Effects, Teacher Incentives, and the Impact of Tracking: Evidence from a Randomized Evaluation in Kenya," American Economic Review, American Economic Association, vol. 101(5), pages 1739-1774, August.
    10. Francis-Tan, Andrew & Tannuri-Pianto, Maria, 2018. "Black Movement: Using discontinuities in admissions to study the effects of college quality and affirmative action," Journal of Development Economics, Elsevier, vol. 135(C), pages 97-116.
    11. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust Nonparametric Confidence Intervals for Regression‐Discontinuity Designs," Econometrica, Econometric Society, vol. 82, pages 2295-2326, November.
    12. Zachary Bleemer, 2022. "Affirmative Action, Mismatch, and Economic Mobility after California’s Proposition 209," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 137(1), pages 115-160.
    13. Peter Arcidiacono & Esteban M. Aucejo & V. Joseph Hotz, 2016. "University Differences in the Graduation of Minorities in STEM Fields: Evidence from California," American Economic Review, American Economic Association, vol. 106(3), pages 525-562, March.
    14. Cortes, Kalena E., 2010. "Do Bans on Affirmative Action Hurt Minority Students? Evidence from the Texas Top 10% Plan," IZA Discussion Papers 5021, Institute of Labor Economics (IZA).
    15. Bruce Sacerdote, 2001. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 681-704.
    16. W. Bentley MacLeod & Evan Riehl & Juan E. Saavedra & Miguel Urquiola, 2017. "The Big Sort: College Reputation and Labor Market Outcomes," American Economic Journal: Applied Economics, American Economic Association, vol. 9(3), pages 223-261, July.
    17. Jack Mountjoy & Brent Hickman, 2020. "The Returns to College(s): Estimating Value-Added and Match Effects in Higher Education," Working Papers 2020-08, Becker Friedman Institute for Research In Economics.
    18. McCrary, Justin, 2008. "Manipulation of the running variable in the regression discontinuity design: A density test," Journal of Econometrics, Elsevier, vol. 142(2), pages 698-714, February.
    19. Sandra E. Black & Jeffrey T. Denning & Jesse Rothstein, 2023. "Winners and Losers? The Effect of Gaining and Losing Access to Selective Colleges on Education and Labor Market Outcomes," American Economic Journal: Applied Economics, American Economic Association, vol. 15(1), pages 26-67, January.
    20. 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.
    21. Seth D. Zimmerman, 2019. "Elite Colleges and Upward Mobility to Top Jobs and Top Incomes," American Economic Review, American Economic Association, vol. 109(1), pages 1-47, January.
    22. Kalena E. Cortes, 2010. "Do Bans on Affirmative Action Hurt Minority Students? Evidence from the Texas Top 10% Plan," Upjohn Working Papers 10-168, W.E. Upjohn Institute for Employment Research.
    23. Antoni Calvó-Armengol & Matthew O. Jackson, 2004. "The Effects of Social Networks on Employment and Inequality," American Economic Review, American Economic Association, vol. 94(3), pages 426-454, June.
    24. 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.
    25. Scott E. Carrell & Mark Hoekstra & James E. West, 2019. "The Impact of College Diversity on Behavior toward Minorities," American Economic Journal: Economic Policy, American Economic Association, vol. 11(4), pages 159-182, November.
    26. Surendrakumar Bagde & Dennis Epple & Lowell Taylor, 2016. "Does Affirmative Action Work? Caste, Gender, College Quality, and Academic Success in India," American Economic Review, American Economic Association, vol. 106(6), pages 1495-1521, June.
    27. Jonathan Smith & Joshua Goodman & Michael Hurwitz, 2020. "The Economic Impact of Access to Public Four-Year Colleges," NBER Working Papers 27177, National Bureau of Economic Research, Inc.
    28. W. Bentley MacLeod & Miguel Urquiola, 2015. "Reputation and School Competition," American Economic Review, American Economic Association, vol. 105(11), pages 3471-3488, November.
    29. Machado, Cecilia & Szerman, Christiane, 2021. "Centralized college admissions and student composition," Economics of Education Review, Elsevier, vol. 85(C).
    30. Peter Arcidiacono & Gigi Foster & Natalie Goodpaster & Josh Kinsler, 2012. "Estimating spillovers using panel data, with an application to the classroom," Quantitative Economics, Econometric Society, vol. 3(3), pages 421-470, November.
    31. Scott E. Carrell & Bruce I. Sacerdote & James E. West, 2013. "From Natural Variation to Optimal Policy? The Importance of Endogenous Peer Group Formation," Econometrica, Econometric Society, vol. 81(3), pages 855-882, May.
    32. Caroline Hoxby & Christopher Avery, 2013. "The Missing "One-Offs": The Hidden Supply of High-Achieving, Low-Income Students," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 44(1 (Spring), pages 1-65.
    33. Peter Arcidiacono & Jacob L. Vigdor, 2010. "Does The River Spill Over? Estimating The Economic Returns To Attending A Racially Diverse College," Economic Inquiry, Western Economic Association International, vol. 48(3), pages 537-557, July.
    34. Raj Chetty & John N Friedman & Emmanuel Saez & Nicholas Turner & Danny Yagan, 2020. "Income Segregation and Intergenerational Mobility Across Colleges in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 135(3), pages 1567-1633.
    35. Arcidiacono, Peter, 2004. "Ability sorting and the returns to college major," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 343-375.
    36. Seth D. Zimmerman, 2014. "The Returns to College Admission for Academically Marginal Students," Journal of Labor Economics, University of Chicago Press, vol. 32(4), pages 711-754.
    37. Ursula Mello, 2022. "Centralized Admissions, Affirmative Action, and Access of Low-Income Students to Higher Education," American Economic Journal: Economic Policy, American Economic Association, vol. 14(3), pages 166-197, August.
    38. Hinrichs, Peter, 2011. "The effects of attending a diverse college," Economics of Education Review, Elsevier, vol. 30(2), pages 332-341, April.
    39. Mark Hoekstra, 2009. "The Effect of Attending the Flagship State University on Earnings: A Discontinuity-Based Approach," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 717-724, November.
    40. Ana Ribeiro, 2016. "Affirmative Action Outcomes - Evidence from a Law School in Brazil," Working Papers, Department of Economics 2016_43, University of São Paulo (FEA-USP).
    41. Fernanda Estevan & Thomas Gall & Louis-Philippe Morin, 2019. "Corrigendum: Redistribution Without Distortion: Evidence from an Affirmative Action Programme at a Large Brazilian University," The Economic Journal, Royal Economic Society, vol. 129(619), pages 1220-1220.
    42. 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.
    43. 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.
    44. Rodney J. Andrews & Jing Li & Michael F. Lovenheim, 2016. "Quantile Treatment Effects of College Quality on Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 51(1), pages 200-238.
    45. François Gerard & Lorenzo Lagos & Edson Severnini & David Card, 2021. "Assortative Matching or Exclusionary Hiring? The Impact of Employment and Pay Policies on Racial Wage Differences in Brazil," American Economic Review, American Economic Association, vol. 111(10), pages 3418-3457, October.
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    More about this item

    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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