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Aftermarket Frictions and the Cost of Off-Platform Options in Centralized Assignment Mechanisms

Author

Listed:
  • Adam Kapor

    (Princeton University)

  • Mohit Karnani

    (MIT)

  • Christopher Neilson

    (Princeton University)

Abstract

We study the welfare and human-capital impacts of the configuration of on- and off-platform options in the context of Chile’s centralized higher education platform, leveraging administrative data and two policy changes: the introduction of a large scholarship program, and an expansion of the number of on-platform slots by approximately 40%. We first show that more programs’ joining the platform led students to start college sooner and raised the share of students who graduated on time. We then develop a model of college applications, offers, waitlists, and matriculation choices, which we estimate using students’ ranked-ordered applications, on- and off-platform enrollment, and on-time graduation outcomes. When more programs join the platform, welfare increases, and the extent of aftermarket frictions matters less for welfare, enrollment, and graduation rates. High-SES students have greater access to off-platform options, and gains from platform expansion are larger for students from lower-SES backgrounds. Our results indicate that expanding the scope of a higher education platform can have real impacts on welfare and human capital.

Suggested Citation

  • Adam Kapor & Mohit Karnani & Christopher Neilson, 2022. "Aftermarket Frictions and the Cost of Off-Platform Options in Centralized Assignment Mechanisms," Working Papers 2022-24, Princeton University. Economics Department..
  • Handle: RePEc:pri:econom:2022-24
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    File URL: https://christopherneilson.github.io/work/documents/Platforms/platform_externalities.pdf
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    1. Nikhil Agarwal & Itai Ashlagi & Eduardo Azevedo & Clayton R. Featherstone & Ömer Karaduman, 2019. "Market Failure in Kidney Exchange," American Economic Review, American Economic Association, vol. 109(11), pages 4026-4070, November.
    2. Gabrielle Fack & Julien Grenet & Yinghua He, 2019. "Beyond Truth-Telling: Preference Estimation with Centralized School Choice and College Admissions," American Economic Review, American Economic Association, vol. 109(4), pages 1486-1529, April.
    3. Eduardo M Azevedo & Eric Budish, 2019. "Strategy-proofness in the Large," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 81-116.
    4. Gabrielle Fack & Julien Grenet & Yinghua He, 2019. "Beyond Truth-Telling: Preference Estimation with Centralized School Choice and College Admissions," American Economic Review, American Economic Association, vol. 109(4), pages 1486-1529, April.
    5. Caterina Calsamiglia & Chao Fu & Maia Güell, 2014. "Structural Estimation of a Model of School Choices: the Boston Mechanism vs. Its Alternatives," Working Papers 811, Barcelona School of Economics.
    6. Alex Solis, 2017. "Credit Access and College Enrollment," Journal of Political Economy, University of Chicago Press, vol. 125(2), pages 562-622.
    7. Fuhito Kojima & Parag A. Pathak, 2009. "Incentives and Stability in Large Two-Sided Matching Markets," American Economic Review, American Economic Association, vol. 99(3), pages 608-627, June.
    8. Muriel Niederle & Alvin E. Roth, 2009. "Market Culture: How Rules Governing Exploding Offers Affect Market Performance," American Economic Journal: Microeconomics, American Economic Association, vol. 1(2), pages 199-219, August.
    9. Aue, Robert & Klein, Thilo & Ortega, Josué, 2020. "What happens when separate and unequal school districts merge?," ZEW Discussion Papers 20-032, ZEW - Leibniz Centre for European Economic Research.
    10. Christopher R. Walters, 2018. "The Demand for Effective Charter Schools," Journal of Political Economy, University of Chicago Press, vol. 126(6), pages 2179-2223.
    11. McCulloch, Robert & Rossi, Peter E., 1994. "An exact likelihood analysis of the multinomial probit model," Journal of Econometrics, Elsevier, vol. 64(1-2), pages 207-240.
    12. Nicolás Figueroa & Jeanne Lafortune & Alejandro Sáenz, 2018. "Do you like me enough? The impact of restricting preferences ranking in a university matching process," Documentos de Trabajo 518, Instituto de Economia. Pontificia Universidad Católica de Chile..
    13. Adam J. Kapor & Christopher A. Neilson & Seth D. Zimmerman, 2020. "Heterogeneous Beliefs and School Choice Mechanisms," American Economic Review, American Economic Association, vol. 110(5), pages 1274-1315, May.
    14. Maria Marta Ferreyra & Ciro Avitabile & Javier Botero Álvarez & Francisco Haimovich Paz & Sergio Urzúa, 2017. "At a Crossroads," World Bank Publications - Books, The World Bank Group, number 26489.
    15. Alvin E. Roth, 2002. "The Economist as Engineer: Game Theory, Experimentation, and Computation as Tools for Design Economics," Econometrica, Econometric Society, vol. 70(4), pages 1341-1378, July.
    16. John Geweke & Gautam Gowrisankaran & Robert J. Town, 2003. "Bayesian Inference for Hospital Quality in a Selection Model," Econometrica, Econometric Society, vol. 71(4), pages 1215-1238, July.
    17. Atila Abdulkadiroğlu & Nikhil Agarwal & Parag A. Pathak, 2017. "The Welfare Effects of Coordinated Assignment: Evidence from the New York City High School Match," American Economic Review, American Economic Association, vol. 107(12), pages 3635-3689, December.
    18. Sebastian Gallegos & Christopher Neilson & Franco Calle, 2019. "Screening and Recruiting Talent At Teacher Colleges Using Pre-College Academic Achievement," Working Papers 2019-4, Princeton University. Economics Department..
    19. Nikhil Agarwal & Charles Hodgson & Paulo Somaini, 2020. "Choices and Outcomes in Assignment Mechanisms: The Allocation of Deceased Donor Kidneys," NBER Working Papers 28064, National Bureau of Economic Research, Inc.
    20. Thilo Klein & Robert Aue & Josue Ortega, 2020. "School choice with independent versus consolidated districts," Papers 2006.13209, arXiv.org, revised Jul 2024.
    21. Ekmekci, Mehmet & Yenmez, M. Bumin, 2019. "Common enrollment in school choice," Theoretical Economics, Econometric Society, vol. 14(4), November.
    22. Haeringer, Guillaume & Klijn, Flip, 2009. "Constrained school choice," Journal of Economic Theory, Elsevier, vol. 144(5), pages 1921-1947, September.
    23. Avinatan Hassidim & Assaf Romm & Ran I. Shorrer, 2016. ""Strategic" Behavior in a Strategy-Proof Environment," Working Paper 413411, Harvard University OpenScholar.
    24. Tommy Andersson & Umut Dur & Sinan Ertemel & Onur Kesten, 2024. "Sequential school choice with public and private schools," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 63(2), pages 231-276, September.
    25. Nikhil Agarwal & Paulo Somaini, 2018. "Demand Analysis Using Strategic Reports: An Application to a School Choice Mechanism," Econometrica, Econometric Society, vol. 86(2), pages 391-444, March.
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    Cited by:

    1. Machado, Cecilia & Szerman, Christiane, 2021. "Centralized college admissions and student composition," Economics of Education Review, Elsevier, vol. 85(C).
    2. Michela Tincani & Fabian Kosse & Enrico Miglino, 2022. "The Effect of Preferential Admissions on the College Participation of Disadvantaged Students: The Role of Pre-College Choices," Working Papers 2022-034, Human Capital and Economic Opportunity Working Group.
    3. Nikhil Agarwal & Eric Budish, 2021. "Market Design," NBER Working Papers 29367, National Bureau of Economic Research, Inc.
    4. Mariana Laverde & Elton Mykerezi & Aaron Sojourner & Aradhya Sood, 2023. "Gains from Reassignment: Evidence from A Two-Sided Teacher Market," Upjohn Working Papers 23-392, W.E. Upjohn Institute for Employment Research.
    5. Tincani, Michela M. & Kosse, Fabian & Miglino, Enrico, 2022. "The Effect of Preferential Admissions on the College Participation of Disadvantaged Students: The Role of Pre-College Choices," Rationality and Competition Discussion Paper Series 342, CRC TRR 190 Rationality and Competition.
    6. Akbarpour, Mohammad & Kapor, Adam & Neilson, Christopher & van Dijk, Winnie & Zimmerman, Seth, 2022. "Centralized School choice with unequal outside options," Journal of Public Economics, Elsevier, vol. 210(C).
    7. Tincani, Michela M. & Kosse, Fabian & Miglino, Enrico, 2022. "The Effect of Preferential Admissions on the College Participation of Disadvantaged Students: The Role of Pre-College Choices," IZA Discussion Papers 15633, Institute of Labor Economics (IZA).
    8. Michela Maria Tincani & Fabian Kosse & Enrico Miglino, 2022. "The Effect of Preferential Admissions on the College Participation of Disadvantaged Students: The Role of Pre-College Choices," CESifo Working Paper Series 10020, CESifo.

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    More about this item

    Keywords

    Chile; On-platform options; Off-platform options; College; Education; Mechanism Design; Off Platform Design; College Admissions; College Enrollment;
    All these keywords.

    JEL classification:

    • D82 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Asymmetric and Private Information; Mechanism Design
    • I20 - Health, Education, and Welfare - - Education - - - General
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions

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