IDEAS home Printed from https://ideas.repec.org/a/kap/atlecj/v52y2024i4d10.1007_s11293-024-09816-w.html
   My bibliography  Save this article

College Applications and Enrollment after Operation Varsity Blues

Author

Listed:
  • Anushka Reddy

    (Babson College)

  • Eric W. Chan

    (Babson College)

Abstract

Operations Varsity Blues, a high-profile undergraduate admissions scandal exposed in March 2019, involved some of the most elite colleges in the United States. The event charged 33 parents with bribing athletic departments and faking test scores in an effort to obtain admission for their children. This paper analyzes the effects of this scandal on institution-level outcomes, including the number of applicants, enrollment demographics, and financial aid outcomes. Data from the Integrated Postsecondary Education Data System for the years 2017–2021 were utilized, employing entropy balancing to construct a comparable control group, combined with difference-in-differences regressions. The resulting models estimate that the scandal reduced applications by 3% and enrollment of Black students by 0.3%. Furthermore, the number of low-income students who received Pell grants decreased by 100 students, or 0.3%. A limitation of the analysis is the occurrence of the coronavirus-19 pandemic, which coincided partially with the years used as outcomes. The results highlight the level of student sensitivity to public information and speak to how highly-publicized scandals can have a small, yet significant, impact on student decisions at elite colleges. Furthermore, the results imply that college applicants, especially low-income applicants, desire equitable admission systems in higher education institutions.

Suggested Citation

  • Anushka Reddy & Eric W. Chan, 2024. "College Applications and Enrollment after Operation Varsity Blues," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 52(4), pages 153-170, December.
    • Handle: RePEc:kap:atlecj:v:52:y:2024:i:4:d:10.1007_s11293-024-09816-w
    DOI: 10.1007/s11293-024-09816-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11293-024-09816-w
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11293-024-09816-w?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    2. Alan B. Krueger & David Card, 2000. "Minimum Wages and Employment: A Case Study of the Fast-Food Industry in New Jersey and Pennsylvania: Reply," American Economic Review, American Economic Association, vol. 90(5), pages 1397-1420, December.
    3. 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.
    4. Peter Bergman & Eric W. Chan, 2021. "Leveraging Parents through Low-Cost Technology: The Impact of High-Frequency Information on Student Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 56(1), pages 125-158.
    5. Alberto Abadie, 2005. "Semiparametric Difference-in-Differences Estimators," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 1-19.
    6. Michael Hurwitz & Jonathan Smith, 2018. "Student Responsiveness To Earnings Data In The College Scorecard," Economic Inquiry, Western Economic Association International, vol. 56(2), pages 1220-1243, April.
    7. Kim, Matthew, 2010. "Early decision and financial aid competition among need-blind colleges and universities," Journal of Public Economics, Elsevier, vol. 94(5-6), pages 410-420, June.
    8. Peter Leopold S. Bergman & Eric W. Chan & Adam Kapor, 2020. "Housing Search Frictions: Evidence from Detailed Search Data and a Field Experiment," CESifo Working Paper Series 8080, CESifo.
    9. 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.
    10. Bound, John & Turner, Sarah, 2007. "Cohort crowding: How resources affect collegiate attainment," Journal of Public Economics, Elsevier, vol. 91(5-6), pages 877-899, June.
    11. Caroline M. Hoxby & Sarah Turner, 2015. "What High-Achieving Low-Income Students Know about College," American Economic Review, American Economic Association, vol. 105(5), pages 514-517, May.
    12. Abadie, Alberto & Diamond, Alexis & Hainmueller, Jens, 2010. "Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California’s Tobacco Control Program," Journal of the American Statistical Association, American Statistical Association, vol. 105(490), pages 493-505.
    13. Michael Luca & Jonathan Smith, 2013. "Salience in Quality Disclosure: Evidence from the U.S. News College Rankings," Journal of Economics & Management Strategy, Wiley Blackwell, vol. 22(1), pages 58-77, March.
    14. Patrick Rooney & Jonathan Smith, 2019. "The Impact Of Highly Publicized Campus Scandals On College Outcomes," Contemporary Economic Policy, Western Economic Association International, vol. 37(3), pages 492-508, July.
    15. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    16. Hurwitz, Michael, 2011. "The impact of legacy status on undergraduate admissions at elite colleges and universities," Economics of Education Review, Elsevier, vol. 30(3), pages 480-492, June.
    17. Belman, Dale & Heywood, John S, 1991. "Sheepskin Effects in the Returns to Education: An Examination on Women and Minorities," The Review of Economics and Statistics, MIT Press, vol. 73(4), pages 720-724, November.
    18. Alon, Sigal & Malamud, Ofer, 2014. "The impact of Israel's class-based affirmative action policy on admission and academic outcomes," Economics of Education Review, Elsevier, vol. 40(C), pages 123-139.
    19. 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.
    Full references (including those not matched with items on IDEAS)

    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. Goodman, Joshua & Hurwitz, Michael & Smith, Jonathan & Fox, Julia, 2015. "The relationship between siblings’ college choices: Evidence from one million SAT-taking families," Economics of Education Review, Elsevier, vol. 48(C), pages 75-85.
    2. Bautista, M. A. & González, F. & Martínez, L. R. & Muñoz, P. & Prem, M., 2020. "Chile’s Missing Students: Dictatorship, Higher Education and Social Mobility," Documentos de Trabajo 18163, Universidad del Rosario.
    3. Sviták, Jan & Tichem, Jan & Haasbeek, Stefan, 2021. "Price effects of search advertising restrictions," International Journal of Industrial Organization, Elsevier, vol. 77(C).
    4. Joshua S. Goodman & Michael Hurwitz & Christine Mulhern & Jonathan Smith, 2019. "O Brother, Where Start Thou? Sibling-Spillovers in College Enrollment," CESifo Working Paper Series 7974, CESifo.
    5. Hans-Bernd Schaefer & Rok Spruk, 2024. "Islamic Law, Western European Law and the Roots of Middle East's Long Divergence: a Comparative Empirical Investigation (800-1600)," Papers 2401.14435, arXiv.org, revised Mar 2024.
    6. Nicholas Illenberger & Dylan S. Small & Pamela A. Shaw, 2019. "Regression to the Mean's Impact on the Synthetic Control Method: Bias and Sensitivity Analysis," Papers 1909.04706, arXiv.org.
    7. Eli Ben‐Michael & Avi Feller & Jesse Rothstein, 2022. "Synthetic controls with staggered adoption," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 84(2), pages 351-381, April.
    8. 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.
    9. Darendeli, Alper & Fiechter, Peter & Hitz, Jörg-Markus & Lehmann, Nico, 2022. "The role of corporate social responsibility (CSR) information in supply-chain contracting: Evidence from the expansion of CSR rating coverage," Journal of Accounting and Economics, Elsevier, vol. 74(2).
    10. Dmitry Arkhangelsky & Guido Imbens, 2023. "Causal Models for Longitudinal and Panel Data: A Survey," Papers 2311.15458, arXiv.org, revised Jun 2024.
    11. Phillip B. Levine & Jennifer Ma & Lauren C. Russell, 2023. "Do College Applicants Respond to Changes in Sticker Prices Even When They Don't Matter?," Education Finance and Policy, MIT Press, vol. 18(3), pages 365-394, Summer.
    12. Florian F Gunsilius, 2025. "A primer on optimal transport for causal inference with observational data," Papers 2503.07811, arXiv.org, revised Mar 2025.
    13. Demirci, Murat, 2023. "Youth responses to political populism: Education abroad as a step toward emigration," Journal of Comparative Economics, Elsevier, vol. 51(2), pages 653-673.
    14. Justin C. Wiltshire, 2023. "Walmart Supercenters and Monopsony Power: How A Large, Low-Wage Employer Impacts Local Labor Markets," Department Discussion Papers 2304, Department of Economics, University of Victoria.
    15. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
    16. Masahiro Kato & Akari Ohda, 2023. "Asymptotically Unbiased Synthetic Control Methods by Density Matching," Papers 2307.11127, arXiv.org, revised Feb 2025.
    17. Sabina Albrecht & David Smerdon, 2022. "The social capital effects of refugee resettlement on host communities," The Economic Record, The Economic Society of Australia, vol. 98(320), pages 80-112, March.
    18. Lisa J. Dettling & Sarena Goodman & Jonathan Smith, 2018. "Every Little Bit Counts: The Impact of High-Speed Internet on the Transition to College," The Review of Economics and Statistics, MIT Press, vol. 100(2), pages 260-273, May.
    19. Christian Alemán-Pericón & Alexander Ludwig & Christopher Busch & Raül Santaeulà lia-Llopis, 2022. "A Stage-Based Identification of Policy Effects," Working Papers 1369, Barcelona School of Economics.
    20. Noémi Kreif & Richard Grieve & Dominik Hangartner & Alex James Turner & Silviya Nikolova & Matt Sutton, 2016. "Examination of the Synthetic Control Method for Evaluating Health Policies with Multiple Treated Units," Health Economics, John Wiley & Sons, Ltd., vol. 25(12), pages 1514-1528, December.

    More about this item

    Keywords

    Higher Education; Information; College Choice; Reputation; Economics of Education;
    All these keywords.

    JEL classification:

    • I20 - Health, Education, and Welfare - - Education - - - General
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • I24 - Health, Education, and Welfare - - Education - - - Education and Inequality
    • J15 - Labor and Demographic Economics - - Demographic Economics - - - Economics of Minorities, Races, Indigenous Peoples, and Immigrants; Non-labor Discrimination

    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:kap:atlecj:v:52:y:2024:i:4:d:10.1007_s11293-024-09816-w. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.