skip to content

Faculty of Economics

Journal Cover

Bhattacharya, D. and Shvets, J.

Inferring Trade-Offs in University Admissions: Evidence from Cambridge

Journal of Political Economy, accepted


Abstract: How do elite universities balance diversity and academics during admissions, and do they face a trade-off in doing so? We develop a theory-based empirical framework to identify and quantify this potential trade-off ex-post, using post-entry outcomes. We apply our framework to admission and exam-performance data from Cambridge University. Comparing directly admitted students and second-round admits from different demographic groups yields bounds on the magnitude of trade-off, which (A) hold irrespective of whether we observe all applicant characteristics, and (B) require no information on rejected applicants. We find robust evidence of a trade-off between gender balance and performance in math-intensive subjects. It implies a weight of at least 20% on gender-diversity and at most 80% on academics in the university objective. Such trade-offs are not identified for state vis-a-vis privately-funded school students, nor for gender in equally competitive non-mathematical disciplines.

Keywords: University Admission, Affirmative action, Diversity-performance trade-off, Expost Evaluation, Marginal Admits, Waitlist Admission

JEL Codes: D61, J71, I23, I24

Author links: Debopam Bhattacharya  Julia Shvets  

PDF Link:

Papers and Publications

Recent Publications

Elliott, M., Golub, B. and Leduc, M. V. Supply Network Formation and Fragility American Economic Review [2022]

Merrick Li, Z. and Linton, O. A ReMeDI for Microstructure Noise Econometrica [2022]

Bhattacharya, D. and Komarova, T. Incorporating Social Welfare in Program-Evaluation and Treatment Choice Review of Economics and Statistics, accepted [2023]

Evans, R. A. and Reiche, S. K. When Is a Contrarian Adviser Optimal? American Economic Journal: Microeconomics [2023]