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Spatial Competition And The Price Of College

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  • DANIEL P. McMILLEN
  • LARRY D. SINGELL
  • GLEN R. WADDELL

Abstract

This article provides the first evidence that universities compete directly on price, and that the market for students depends on the proximity of competitors. Exploiting detailed data from private U.S. universities, price competition is tested by introducing geographic proximity into a spatial‐autoregressive tuition model. Standard spatial models show that list and net tuition are inversely related to distance between institutions, consistent with price competition in higher education. An extension to the spatial‐econometrics literature relaxes a constraint that estimated spatial relationships are common across all observations, implying that spatial effects differ across qualitative classes of institutions. (JEL C21, I2, L11)

Suggested Citation

  • DANIEL P. McMILLEN & LARRY D. SINGELL & GLEN R. WADDELL, 2007. "Spatial Competition And The Price Of College," Economic Inquiry, Western Economic Association International, vol. 45(4), pages 817-833, October.
    • Handle: RePEc:bla:ecinqu:v:45:y:2007:i:4:p:817-833
    DOI: 10.1111/j.1465-7295.2007.00049.x
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    1. Brueckner, Jan K. & Saavedra, Luz A., 2001. "Do Local Governments Engage in Strategic Property-Tax Competition?," National Tax Journal, National Tax Association;National Tax Journal, vol. 54(2), pages 203-230, June.
    2. Moore, Robert L. & Studenmund, A. H. & Slobko, Thomas, 1991. "The effect of the financial aid package on the choice of a selective college," Economics of Education Review, Elsevier, vol. 10(4), pages 311-321, December.
    3. Caroline M. Hoxby, 2000. "Benevolent Colluders? The Effects of Antitrust Action on College Financial Aid and Tuition," NBER Working Papers 7754, National Bureau of Economic Research, Inc.
    4. Epple, Dennis & Figlio, David & Romano, Richard, 2004. "Competition between private and public schools: testing stratification and pricing predictions," Journal of Public Economics, Elsevier, vol. 88(7-8), pages 1215-1245, July.
    5. De Fraja, Gianni & Iossa, Elisabetta, 2002. "Competition among Universities and the Emergence of the Elite Institution," Bulletin of Economic Research, Wiley Blackwell, vol. 54(3), pages 275-293, July.
    6. Dennis W. Carlton & Gustavo E. Bamberger & Roy J. Epstein, 1995. "Antitrust and Higher Education: Was There a Conspiracy to Restrict Financial Aid?," RAND Journal of Economics, The RAND Corporation, vol. 26(1), pages 131-147, Spring.
    7. Boarnet Marlon G., 1994. "The Monocentric Model and Employment Location," Journal of Urban Economics, Elsevier, vol. 36(1), pages 79-97, July.
    8. Janet S. Netz, 1998. "Non-Profits and Price-Fixing: The Case of the Ivy League," Industrial Organization 9808001, University Library of Munich, Germany.
    9. Amy Ellen Schwartz & Benjamin Scafidi, 2004. "What's Happened to the Price of College?: Quality-Adjusted Net Price Indexes for Four-Year Colleges," Journal of Human Resources, University of Wisconsin Press, vol. 39(3), pages 723-745.
    10. Dennis Epple & Richard Romano & Holger Sieg, 2002. "On the Demographic Composition of Colleges and Universities in Market Equilibrium," American Economic Review, American Economic Association, vol. 92(2), pages 310-314, May.
    11. Brueckner, Jan K., 1998. "Testing for Strategic Interaction Among Local Governments: The Case of Growth Controls," Journal of Urban Economics, Elsevier, vol. 44(3), pages 438-467, November.
    12. Parker, Jeffrey & Summers, Jeffrey, 1993. "Tuition and enrollment yield at selective liberal arts colleges," Economics of Education Review, Elsevier, vol. 12(4), pages 311-324, December.
    13. Luc Anselin & Attila Varga & Zoltan Acs, 2008. "Local Geographic Spillovers Between University Research and High Technology Innovations," Chapters, in: Entrepreneurship, Growth and Public Policy, chapter 9, pages 95-121, Edward Elgar Publishing.
    14. Catharine B. Hill & Gordon C. Winston & Stephanie A. Boyd, 2005. "Affordability: Family Incomes and Net Prices at Highly Selective Private Colleges and Universities," Journal of Human Resources, University of Wisconsin Press, vol. 40(4), pages 769-790.
    15. 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.
    16. Allen, Robert F. & Shen, Jianshou, 1999. "Some new evidence of the character of competition among higher education institutions," Economics of Education Review, Elsevier, vol. 18(4), pages 465-470, October.
    17. 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.
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    Cited by:

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    2. Diogo Lourenço & Carla Sá, 2019. "Spatial competition for students: What does (not) matter?," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 63(1), pages 147-162, August.
    3. Cory Koedel, 2009. "Postsecondary Education Structure," Working Papers 0906, Department of Economics, University of Missouri, revised 04 Oct 2010.
    4. Winters, John V., 2012. "Cohort crowding and nonresident college enrollment," Economics of Education Review, Elsevier, vol. 31(3), pages 30-40.
    5. Firgo, Matthias & Kügler, Agnes, 2014. "Detecting Collusion in Spatially Differentiated Markets," Department of Economics Working Paper Series 188, WU Vienna University of Economics and Business.
    6. Caroline Elliott & Kwok Tong Soo, 2012. "The International Market for MBA Qualifications," Working Papers 24284581, Lancaster University Management School, Economics Department.
    7. Gonzalez Canche, Manuel Sacramento, 2014. "Localized competition in the non-resident student market," Economics of Education Review, Elsevier, vol. 43(C), pages 21-35.
    8. Gu Jiafeng & Shen Tiyan & Zhang Jiadong, 2015. "Can Financial Shortages in China’s Education Be Contagious?," Journal of Systems Science and Information, De Gruyter, vol. 3(3), pages 193-213, June.
    9. Dae Jin Kim & In Kwon Park, 2017. "The local distribution of endowments matters: Modelling tax competition with heterogeneous local residents," Urban Studies, Urban Studies Journal Limited, vol. 54(14), pages 3239-3259, November.
    10. Shinichiro Iwata & Kazuto Sumita & Mieko Fujisawa, 2019. "Price competition in the spatial real estate market: allies or rivals?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 14(2), pages 174-195, April.
    11. Leonardo C. B. Cardoso & Carlos Frederico A. Uchôa & Williams Huamani & David R. Just & Raúl V. Gomez, 2022. "Price effects of spatial competition in retail fuel markets: the impact of a new rival nearby," Papers in Regional Science, Wiley Blackwell, vol. 101(1), pages 81-105, February.
    12. López-Hernández, Fernando A., 2013. "Second-order polynomial spatial error model. Global and local spatial dependence in unemployment in Andalusia," Economic Modelling, Elsevier, vol. 33(C), pages 270-279.
    13. Elliott, Caroline & Soo, Kwok Tong, 2013. "The international market for MBA qualifications: The relationship between tuition fees and applications," Economics of Education Review, Elsevier, vol. 34(C), pages 162-174.
    14. Firgo, Matthias & Kügler, Agnes, 2018. "Cooperative pricing in spatially differentiated markets," Regional Science and Urban Economics, Elsevier, vol. 73(C), pages 51-67.
    15. Manuel S. González Canché, 2017. "The Heterogeneous Non-resident Student Body: Measuring the Effect of Out-Of-State Students’ Home-State Wealth on Tuition and Fee Price Variations," Research in Higher Education, Springer;Association for Institutional Research, vol. 58(2), pages 141-183, March.
    16. Henrickson, Kevin E. & Langrill, Ryan, 2013. "Spatial Econometrics In Nonspatial Settings," Review of Applied Economics, Lincoln University, Department of Financial and Business Systems, vol. 9(1-2), January.
    17. Hajime Seya & Kay W. Axhausen & Makoto Chikaraishi, 2020. "Spatial unconditional quantile regression: application to Japanese parking price data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 65(2), pages 351-402, October.
    18. Heather Antecol & Janet Kiholm Smith, 2012. "The Early Decision Option in College Admission and Its Impact on Student Diversity," Journal of Law and Economics, University of Chicago Press, vol. 55(1), pages 217-249.
    19. Elhorst, J. Paul & Lacombe, Donald J. & Piras, Gianfranco, 2012. "On model specification and parameter space definitions in higher order spatial econometric models," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 211-220.
    20. Li, Kunpeng, 2017. "Fixed-effects dynamic spatial panel data models and impulse response analysis," Journal of Econometrics, Elsevier, vol. 198(1), pages 102-121.
    21. Gu Jiafeng, 2014. "Spatial Dynamics, Vocational Education and Chinese Economic Growth," Journal of Systems Science and Information, De Gruyter, vol. 2(5), pages 385-400, October.

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    More about this item

    JEL classification:

    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • I2 - Health, Education, and Welfare - - Education
    • L11 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - Production, Pricing, and Market Structure; Size Distribution of Firms

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