IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/23360.html
   My bibliography  Save this paper

Market Power and Price Discrimination in the U.S. Market for Higher Education

Author

Listed:
  • Dennis Epple
  • Richard Romano
  • Sinan Sarpça
  • Holger Sieg
  • Melanie Zaber

Abstract

The main purpose of this paper is to estimate an equilibrium model of private and public school competition that can generate realistic pricing patterns for private universities in the U.S. We show that the parameters of the model are identified and can be estimated using a semi-parametric estimator given data from the NPSAS. We find substantial price discrimination within colleges. We estimate that a $10,000 increase in family income increases tuition at private schools by on average $210 to $510. A one standard deviation increase in ability decreases tuition by approximately $920 to $1,960 depending on the selectivity of the college. Discounts for minority students range between $110 and $5,750.

Suggested Citation

  • Dennis Epple & Richard Romano & Sinan Sarpça & Holger Sieg & Melanie Zaber, 2017. "Market Power and Price Discrimination in the U.S. Market for Higher Education," NBER Working Papers 23360, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:23360
    Note: CH ED PE
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w23360.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Sacerdote, Bruce, 2011. "Peer Effects in Education: How Might They Work, How Big Are They and How Much Do We Know Thus Far?," Handbook of the Economics of Education, in: Erik Hanushek & Stephen Machin & Ludger Woessmann (ed.), Handbook of the Economics of Education, edition 1, volume 3, chapter 4, pages 249-277, Elsevier.
    2. Hector Chade & Gregory Lewis & Lones Smith, 2014. "Student Portfolios and the College Admissions Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 81(3), pages 971-1002.
    3. Victor Aguirregabiria & Pedro Mira, 2002. "Swapping the Nested Fixed Point Algorithm: A Class of Estimators for Discrete Markov Decision Models," Econometrica, Econometric Society, vol. 70(4), pages 1519-1543, July.
    4. V. Joseph Hotz & Robert A. Miller, 1993. "Conditional Choice Probabilities and the Estimation of Dynamic Models," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 497-529.
    5. Julian R. Betts & Darlene Morell, 1999. "The Determinants of Undergraduate Grade Point Average: The Relative Importance of Family Background, High School Resources, and Peer Group Effects," Journal of Human Resources, University of Wisconsin Press, vol. 34(2), pages 268-293.
    6. Arcidiacono, Peter & Nicholson, Sean, 2005. "Peer effects in medical school," Journal of Public Economics, Elsevier, vol. 89(2-3), pages 327-350, February.
    7. Bajari, Patrick & Hong, Han & Krainer, John & Nekipelov, Denis, 2010. "Estimating Static Models of Strategic Interactions," Journal of Business & Economic Statistics, American Statistical Association, vol. 28(4), pages 469-482.
    8. Dennis Epple & Richard Romano, 2008. "Educational Vouchers And Cream Skimming," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 49(4), pages 1395-1435, November.
    9. Michael Kremer & Dan Levy, 2008. "Peer Effects and Alcohol Use among College Students," Journal of Economic Perspectives, American Economic Association, vol. 22(3), pages 189-206, Summer.
    10. Stinebrickner, Ralph & Stinebrickner, Todd R., 2006. "What can be learned about peer effects using college roommates? Evidence from new survey data and students from disadvantaged backgrounds," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1435-1454, September.
    11. Peter Arcidiacono & Gigi Foster & Natalie Goodpaster & Josh Kinsler, 2012. "Estimating spillovers using panel data, with an application to the classroom," Quantitative Economics, Econometric Society, vol. 3(3), pages 421-470, November.
    12. Christopher Avery & Jonathan Levin, 2010. "Early Admissions at Selective Colleges," American Economic Review, American Economic Association, vol. 100(5), pages 2125-2156, December.
    13. Johanne Boisjoly & Greg J. Duncan & Michael Kremer & Dan M. Levy & Jacque Eccles, 2006. "Empathy or Antipathy? The Impact of Diversity," American Economic Review, American Economic Association, vol. 96(5), pages 1890-1905, December.
    14. Steven T. Berry, 1994. "Estimating Discrete-Choice Models of Product Differentiation," RAND Journal of Economics, The RAND Corporation, vol. 25(2), pages 242-262, Summer.
    15. Wilbert van der Klaauw, 2002. "Estimating the Effect of Financial Aid Offers on College Enrollment: A Regression-Discontinuity Approach," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 43(4), pages 1249-1287, November.
    16. David S. Lyle, 2009. "The Effects of Peer Group Heterogeneity on the Production of Human Capital at West Point," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 69-84, October.
    17. William A. Brock & Steven N. Durlauf, 2001. "Discrete Choice with Social Interactions," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(2), pages 235-260.
    18. Chao Fu, 2014. "Equilibrium Tuition, Applications, Admissions, and Enrollment in the College Market," Journal of Political Economy, University of Chicago Press, vol. 122(2), pages 225-281.
    19. Bordon, Paola & Fu, Chao, 2015. "College-Major Choice to College-Then-Major Choice," MPRA Paper 79643, University Library of Munich, Germany.
    20. Matthew Wiswall & Basit Zafar, 2015. "Determinants of College Major Choice: Identification using an Information Experiment," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(2), pages 791-824.
    21. Steven Berry & James Levinsohn & Ariel Pakes, 2004. "Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 68-105, February.
    22. Paola Bordon & Chao Fu, 2015. "College-Major Choice to College-Then-Major Choice," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 82(4), pages 1247-1288.
    23. Charles F. Manski, 1993. "Identification of Endogenous Social Effects: The Reflection Problem," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 60(3), pages 531-542.
    24. Foster, Gigi, 2006. "It's not your peers, and it's not your friends: Some progress toward understanding the educational peer effect mechanism," Journal of Public Economics, Elsevier, vol. 90(8-9), pages 1455-1475, September.
    25. Heckman, James, 2013. "Sample selection bias as a specification error," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 31(3), pages 129-137.
    26. Epple, Dennis & Romano, Richard E, 1998. "Competition between Private and Public Schools, Vouchers, and Peer-Group Effects," American Economic Review, American Economic Association, vol. 88(1), pages 33-62, March.
    27. Rothschild, Michael & White, Lawrence J, 1995. "The Analytics of the Pricing of Higher Education and Other Services in Which the Customers Are Inputs," Journal of Political Economy, University of Chicago Press, vol. 103(3), pages 573-586, June.
    28. Peter Arcidiacono, 2005. "Affirmative Action in Higher Education: How Do Admission and Financial Aid Rules Affect Future Earnings?," Econometrica, Econometric Society, vol. 73(5), pages 1477-1524, September.
    29. Scott E. Carrell & Richard L. Fullerton & James E. West, 2009. "Does Your Cohort Matter? Measuring Peer Effects in College Achievement," Journal of Labor Economics, University of Chicago Press, vol. 27(3), pages 439-464, July.
    30. Caroline M. Hoxby, 1997. "How the Changing Market Structure of U.S. Higher Education Explains College Tuition," NBER Working Papers 6323, National Bureau of Economic Research, Inc.
    31. Dennis Epple & Richard Romano & Holger Sieg, 2006. "Admission, Tuition, and Financial Aid Policies in the Market for Higher Education," Econometrica, Econometric Society, vol. 74(4), pages 885-928, July.
    32. McFadden, Daniel, 1974. "The measurement of urban travel demand," Journal of Public Economics, Elsevier, vol. 3(4), pages 303-328, November.
    33. David S. Lyle, 2007. "Estimating and Interpreting Peer and Role Model Effects from Randomly Assigned Social Groups at West Point," The Review of Economics and Statistics, MIT Press, vol. 89(2), pages 289-299, May.
    34. Bruce Sacerdote, 2001. "Peer Effects with Random Assignment: Results for Dartmouth Roommates," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 681-704.
    35. Susan Dynarski, 2002. "The Behavioral and Distributional Implications of Aid for College," American Economic Review, American Economic Association, vol. 92(2), pages 279-285, May.
    36. McPherson, Michael S. & Schapiro, Morton Owen, 2006. "US Higher Education Finance," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 2, chapter 24, pages 1403-1434, Elsevier.
    37. W. Bentley MacLeod & Miguel Urquiola, 2015. "Reputation and School Competition," American Economic Review, American Economic Association, vol. 105(11), pages 3471-3488, November.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Acton, Riley K. & Cook, Emily E. & Luedtke, Allison, 2022. "The influence of peer institutions on colleges’ decisions: Evidence from fall 2020 reopening plans," Journal of Economic Behavior & Organization, Elsevier, vol. 195(C), pages 288-302.
    2. Cook, Emily E. & Turner, Sarah, 2022. "Progressivity of pricing at US public universities," Economics of Education Review, Elsevier, vol. 88(C).
    3. Ciprian Domnisoru & Ioana Cosmina Schiopu, 2021. "The Rise of For-Profit Higher Education: A General Equilibrium Analysis," CESifo Working Paper Series 9134, CESifo.
    4. Caroline M. Hoxby & Sarah Turner, 2019. "Measuring Opportunity in U.S. Higher Education," NBER Working Papers 25479, National Bureau of Economic Research, Inc.
    5. Sieg, Holger & Wang, Yu, 2018. "The impact of student debt on education, career, and marriage choices of female lawyers," European Economic Review, Elsevier, vol. 109(C), pages 124-147.
    6. Holger Sieg & Yu Wang, 2017. "The Impact of Student Debt on Education, Career, and Marriage Choices of Female Lawyers," NBER Working Papers 23453, National Bureau of Economic Research, Inc.
    7. Emily E. Cook, 2021. "Competing Campuses: Equilibrium Prices, Admissions, and Undergraduate Programs in US Higher Education," Working Papers 2120, Tulane University, Department of Economics.
    8. Ann M. Gansemer‐Topf & Peter F. Orazem & Darin R. Wohlgemuth, 2021. "Do liberal arts colleges maximize profit?," Southern Economic Journal, John Wiley & Sons, vol. 88(1), pages 274-294, July.
    9. Michael Kaganovich & Sinan Sarpca & Xuejuan Su, 2020. "Competition in Higher Education: A Survey," CESifo Working Paper Series 8220, CESifo.

    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. Epple, Dennis & Romano, Richard & Sarpça, Sinan & Sieg, Holger, 2017. "A general equilibrium analysis of state and private colleges and access to higher education in the U.S," Journal of Public Economics, Elsevier, vol. 155(C), pages 164-178.
    2. Dennis Epple & Richard Romano & Sinan Sarpça & Holger Sieg, 2013. "The U.S. Market for Higher Education: A General Equilibrium Analysis of State and Private Colleges and Public Funding Policies," NBER Working Papers 19298, National Bureau of Economic Research, Inc.
    3. Lépine, Andrea & Estevan, Fernanda, 2021. "Do ability peer effects matter for academic and labor market outcomes?," Labour Economics, Elsevier, vol. 71(C).
    4. Alexandra de Gendre & Nicolás Salamanca, 2020. "On the Mechanisms of Ability Peer Effects," Melbourne Institute Working Paper Series wp2020n19, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
    5. Liang Zhang & Shi Pu, 2017. "It takes two shining lights to brighten the room: peer effects with random roommate assignments," Education Economics, Taylor & Francis Journals, vol. 25(1), pages 3-21, January.
    6. Matias Berthelon & Eric Bettinger & Diana I. Kruger & Alejandro Montecinos-Pearce, 2019. "The Structure of Peers: The Impact of Peer Networks on Academic Achievement," Research in Higher Education, Springer;Association for Institutional Research, vol. 60(7), pages 931-959, November.
    7. repec:hal:spmain:info:hdl:2441/1jgbspo1909q48svne93o55rca is not listed on IDEAS
    8. Alexis Le Chapelain, 2014. "Market for Education and Student Achievement," Sciences Po publications info:hdl:2441/1jgbspo1909, Sciences Po.
    9. Nicolás de Roux & Evan Riehl, 2019. "Isolating Peer Effects in the Returns to College Selectivity," Documentos CEDE 17413, Universidad de los Andes, Facultad de Economía, CEDE.
    10. Brodaty, Thibault & Gurgand, Marc, 2016. "Good peers or good teachers? Evidence from a French University," Economics of Education Review, Elsevier, vol. 54(C), pages 62-78.
    11. Oleg Poldin & Diliara Valeeva & Maria Yudkevich, 2016. "Which Peers Matter: How Social Ties Affect Peer-group Effects," Research in Higher Education, Springer;Association for Institutional Research, vol. 57(4), pages 448-468, June.
    12. Heather Antecol & Ozkan Eren & Serkan Ozbeklik, 2016. "Peer Effects in Disadvantaged Primary Schools: Evidence from a Randomized Experiment," Journal of Human Resources, University of Wisconsin Press, vol. 51(1), pages 95-132.
    13. Lauren Ratliff Santoro & Jonas B. Bunte, 2023. "What Did You Get? Peers, Information, and Student Exam Performance," Research in Higher Education, Springer;Association for Institutional Research, vol. 64(3), pages 423-450, May.
    14. O. Poldin & D. Valeeva & M. Yudkevich, 2015. "Choice of specialization: do peers matter?," Applied Economics, Taylor & Francis Journals, vol. 47(44), pages 4728-4740, September.
    15. Coveney, Max & Oosterveen, Matthijs, 2021. "What drives ability peer effects?," European Economic Review, Elsevier, vol. 136(C).
    16. Zhang, Hongliang, 2016. "The role of testing noise in the estimation of achievement-based peer effects," Economics of Education Review, Elsevier, vol. 54(C), pages 113-123.
    17. Humlum, Maria Knoth & Thorsager, Mette, 2021. "The Importance of Peer Quality for Completion of Higher Education," Economics of Education Review, Elsevier, vol. 83(C).
    18. Petra Thiemann, 2022. "The Persistent Effects of Short-Term Peer Groups on Performance: Evidence from a Natural Experiment in Higher Education," Management Science, INFORMS, vol. 68(2), pages 1131-1148, February.
    19. Insler, Michael & Rahman, Ahmed S. & Smith, Katherine, 2021. "Tracking the Herd with a Shotgun — Why Do Peers Influence College Major Selection?," IZA Discussion Papers 14412, Institute of Labor Economics (IZA).
    20. Silvia Mendolia & Alfredo R Paloyo & Ian Walker, 2018. "Heterogeneous effects of high school peers on educational outcomes," Oxford Economic Papers, Oxford University Press, vol. 70(3), pages 613-634.
    21. Brady, Ryan R. & Insler, Michael A. & Rahman, Ahmed S., 2017. "Bad Company: Understanding negative peer effects in college achievement," European Economic Review, Elsevier, vol. 98(C), pages 144-168.

    More about this item

    JEL classification:

    • H52 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Education
    • I2 - Health, Education, and Welfare - - Education
    • L3 - Industrial Organization - - Nonprofit Organizations and Public Enterprise

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:nbr:nberwo:23360. 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: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .

    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.