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The Returns to Elite College Education: A Quasi-Experimental Analysis

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  • Massimo Anelli

Abstract

I take advantage of a sharp discontinuity in the probability of admission to an elite university at the admission score threshold, to estimate causal returns to college education quality. I use a newly constructed dataset, which combines individual administrative records about high school, college admission, college attendance and tax returns. Students with score just above the admission threshold have 52% higher yearly income with respect to just-below-threshold students. This premium is equivalent to a jump from the 44th percentile to the 74th percentile of the income distribution. The richness of the data allows me to explore the counterfactual college career of not admitted students and the potential mechanisms underlying the estimated income premium. I find that students with a just-above-threshold score are less likely to be college dropouts, take six fewer months to graduate, choose different majors and are more likely to have income in the top quartile of the distribution. Cumulated over fifteen years, the time span of income data for my sample, the net premium of attending the elite university amounts to around $120,000.

Suggested Citation

  • Massimo Anelli, 2016. "The Returns to Elite College Education: A Quasi-Experimental Analysis," CESifo Working Paper Series 6076, CESifo.
  • Handle: RePEc:ces:ceswps:_6076
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    1. 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.
    2. Katja Maria Kaufmann & Matthias Messner & Alex Solis, 2013. "Returns to Elite Higher Education in the Marriage Market: Evidence from Chile," Working Papers 489, IGIER (Innocenzo Gasparini Institute for Economic Research), Bocconi University.
    3. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    4. Pietro Garibaldi & Francesco Giavazzi & Andrea Ichino & Enrico Rettore, 2012. "College Cost and Time to Complete a Degree: Evidence from Tuition Discontinuities," The Review of Economics and Statistics, MIT Press, vol. 94(3), pages 699-711, August.
    5. Sebastian Calonico & Matias D. Cattaneo & Rocio Titiunik, 2014. "Robust data-driven inference in the regression-discontinuity design," Stata Journal, StataCorp LP, vol. 14(4), pages 909-946, December.
    6. 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.
    7. Kirkebøen, Lars & Leuven, Edwin & Mogstad, Magne, 2014. "Field of Study, Earnings, and Self-Selection," Memorandum 29/2014, Oslo University, Department of Economics.
    8. repec:pri:indrel:dsp01gf06g265z is not listed on IDEAS
    9. 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.
    10. Stacy Dale & Alan B. Krueger, "undated". "Estimating the Return to College Selectivity Over the Career Using Administrative Earning Data," Mathematica Policy Research Reports d76ec29a0bbb4b1bb9d285b5a, Mathematica Policy Research.
    11. Behrman, Jere R & Rosenzweig, Mark R & Taubman, Paul, 1996. "College Choice and Wages: Estimates Using Data on Female Twins," The Review of Economics and Statistics, MIT Press, vol. 78(4), pages 672-685, November.
    12. repec:mpr:mprres:6922 is not listed on IDEAS
    13. Dominic J. Brewer & Eric R. Eide & Ronald G. Ehrenberg, 1999. "Does It Pay to Attend an Elite Private College? Cross-Cohort Evidence on the Effects of College Type on Earnings," Journal of Human Resources, University of Wisconsin Press, vol. 34(1), pages 104-123.
    14. Stacy Berg Dale & Alan B. Krueger, 2002. "Estimating the Payoff to Attending a More Selective College: An Application of Selection on Observables and Unobservables," The Quarterly Journal of Economics, Oxford University Press, vol. 117(4), pages 1491-1527.
    15. Rodney J. Andrews & Jing Li & Michael F. Lovenheim, 2012. "Quantile Treatment Effects of College Quality on Earnings: Evidence from Administrative Data in Texas," NBER Working Papers 18068, National Bureau of Economic Research, Inc.
    16. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769.
    17. Christopher N. Avery & Mark E. Glickman & Caroline M. Hoxby & Andrew Metrick, 2013. "A Revealed Preference Ranking of U.S. Colleges and Universities," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 425-467.
    18. 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.
    19. Ashenfelter, Orley & Krueger, Alan B, 1994. "Estimates of the Economic Returns to Schooling from a New Sample of Twins," American Economic Review, American Economic Association, vol. 84(5), pages 1157-1173, December.
    20. Philip Oreopoulos & Uros Petronijevic, 2013. "Making College Worth It: A Review of Research on the Returns to Higher Education," NBER Working Papers 19053, National Bureau of Economic Research, Inc.
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    Cited by:

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    2. Leah Achdut & Elad Gutman & Idan Lipiner & Inbal Maayan & Noam Zussman, 2018. "The Wage Premium on Higher Education: Universities and Colleges," Bank of Israel Working Papers 2018.13, Bank of Israel.
    3. Andrews, Rodney J. & Imberman, Scott A. & Lovenheim, Michael F., 2020. "Recruiting and supporting low-income, high-achieving students at flagship universities," Economics of Education Review, Elsevier, vol. 74(C).
    4. 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.
    5. Daly, Moira & Jensen, Mathias Fjællegaard & le Maire, Daniel, 2022. "University Admission and the Similarity of Fields of Study: Effects on Earnings and Skill Usage," Labour Economics, Elsevier, vol. 75(C).
    6. Ben Ost & Weixiang Pan & Douglas Webber, 2018. "The Returns to College Persistence for Marginal Students: Regression Discontinuity Evidence from University Dismissal Policies," Journal of Labor Economics, University of Chicago Press, vol. 36(3), pages 779-805.
    7. 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.
    8. Hersch, Joni, 2019. "Catching Up Is Hard to Do: Undergraduate Prestige, Elite Graduate Programs, and the Earnings Premium," Journal of Benefit-Cost Analysis, Cambridge University Press, vol. 10(3), pages 503-553, October.
    9. Petra Sauer & Philippe Van Kerm & Daniele Checchi, 2023. "Higher Education Expansion & Labour Income Inequality in High-income Countries: A Gender-specific Perspective," LIS Working papers 837, LIS Cross-National Data Center in Luxembourg.
    10. Schwerter, Jakob, 2020. "Impact of universities in a flat hierarchy: Do degrees from top universities lead to a higher wage?," VfS Annual Conference 2020 (Virtual Conference): Gender Economics 224583, Verein für Socialpolitik / German Economic Association.
    11. Sylvie Démurger & Eric A. Hanushek & Lei Zhang, 2019. "Employer Learning and the Dynamics of Returns to Universities: Evidence from Chinese Elite Education during University Expansion," NBER Working Papers 25955, National Bureau of Economic Research, Inc.
    12. Azzoni, Carlos R. & Vassalo, Moisés, 2022. "A Cost-Benefit Analysis of High-Quality University Education in Brazil," TD NEREUS 1-2022, Núcleo de Economia Regional e Urbana da Universidade de São Paulo (NEREUS).

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    More about this item

    Keywords

    education quality; returns to education; human capital;
    All these keywords.

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I22 - Health, Education, and Welfare - - Education - - - Educational Finance; Financial Aid
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I28 - Health, Education, and Welfare - - Education - - - Government Policy
    • 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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