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A Revealed Preference Ranking of U.S. Colleges and Universities

Author

Listed:
  • Christopher Avery
  • Mark Glickman
  • Caroline Hoxby
  • Andrew Metrick

Abstract

We show how to construct a ranking of U.S. undergraduate programs based on students' revealed preferences. We construct examples of national and regional rankings, using hand-collected data on 3,240 high- achieving students. Our statistical model extends models used for ranking players in tournaments, such as chess or tennis. When a student makes his matriculation decision among colleges that have admitted him, he chooses which college "wins" in head-to-head competition. The model exploits the information contained in thousands of these wins and losses. Our method produces a ranking that would be difficult for a college to manipulate. In contrast, it is easy to manipulate the matriculation rate and the admission rate, which are the common measures of preference that receive substantial weight in highly publicized college rating systems. If our ranking were used in place of these measures, the pressure on colleges to practice strategic admissions would be relieved.

Suggested Citation

  • Christopher Avery & Mark Glickman & Caroline Hoxby & Andrew Metrick, 2004. "A Revealed Preference Ranking of U.S. Colleges and Universities," NBER Working Papers 10803, National Bureau of Economic Research, Inc.
    • Handle: RePEc:nbr:nberwo:10803
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    References listed on IDEAS

    as
    1. Caroline M. Hoxby, 2004. "College Choices: The Economics of Where to Go, When to Go, and How to Pay For It," NBER Books, National Bureau of Economic Research, Inc, number hoxb04-1.
    2. Caroline Minter Hoxby, 2004. "Introduction to "College Choices: The Economics of Where to Go, When to Go, and How to Pay For It"," NBER Chapters, in: College Choices: The Economics of Where to Go, When to Go, and How to Pay For It, pages 1-12, National Bureau of Economic Research, Inc.
    3. James Monks & Ronald G. Ehrenberg, 1999. "The Impact of US News and World Report College Rankings on Admission Outcomes and Pricing Decisions at Selective Private Institutions," NBER Working Papers 7227, National Bureau of Economic Research, Inc.
    4. Christopher Avery & Caroline Minter Hoxby, 2004. "Do and Should Financial Aid Packages Affect Students' College Choices?," NBER Chapters, in: College Choices: The Economics of Where to Go, When to Go, and How to Pay For It, pages 239-302, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

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    More about this item

    JEL classification:

    • I2 - Health, Education, and Welfare - - Education
    • C11 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods and Methodology: General - - - Bayesian Analysis: General
    • C25 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Discrete Regression and Qualitative Choice Models; Discrete Regressors; Proportions; Probabilities

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