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The Market Power of Brazilian Private Higher Education Institutions: An Efficiency-Frontier Approac

Author

Listed:
  • Ana Maria de Paula Morais
  • Silvinha Vasconcelos
  • Marcelo Resende

Abstract

The Brazilian government started to implement, mainly from the 2000s onwards, mechanisms to stimulate the supply and demand for higher education in Brazil. Especially the offer of private higher education has shown strong growth in recent years as a result of systematic public policies, which has increased competition in this market. In this expansion scenario, it remains to be seen how the competitive market environment is configured in terms of market power. Therefore, this article intends to estimate the market power of Brazilian higher education institutions - HEIs from an alternative use of the stochastic frontier model, as proposed by Kumbhakar et. al (2012), for the period 2010 to 2019. This method is adopted because it solves the impasse of the lack of information on marginal costs, which prevents the application of other models for estimating market power. The results pointed to the presence of positive and significant market power of Brazilian HEIs, which may imply anti-competitive behavior.

Suggested Citation

  • Ana Maria de Paula Morais & Silvinha Vasconcelos & Marcelo Resende, 2024. "The Market Power of Brazilian Private Higher Education Institutions: An Efficiency-Frontier Approac," CESifo Working Paper Series 11370, CESifo.
    • Handle: RePEc:ces:ceswps:_11370
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    References listed on IDEAS

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    1. Flannery, Darragh & O’Donoghue, Cathal, 2013. "The demand for higher education: A static structural approach accounting for individual heterogeneity and nesting patterns," Economics of Education Review, Elsevier, vol. 34(C), pages 243-257.
    2. George E. Battese & Greg S. Corra, 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural and Resource Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 169-179, December.
    3. Paolo Coccorese, 2014. "Estimating the Lerner index for the banking industry: a stochastic frontier approach," Applied Financial Economics, Taylor & Francis Journals, vol. 24(2), pages 73-88, January.
    4. Heinesen, Eskil, 2018. "Admission to higher education programmes and student educational outcomes and earnings–Evidence from Denmark," Economics of Education Review, Elsevier, vol. 63(C), pages 1-19.
    5. 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.
    6. Oppedisano, Veruska, 2014. "Higher education expansion and unskilled labour market outcomes," Economics of Education Review, Elsevier, vol. 40(C), pages 205-220.
    7. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    8. Battese, George E. & Corra, Greg S., 1977. "Estimation Of A Production Frontier Model: With Application To The Pastoral Zone Of Eastern Australia," Australian Journal of Agricultural Economics, Australian Agricultural and Resource Economics Society, vol. 21(3), pages 1-11, December.
    9. Oppedisano, Veruska, 2011. "The (adverse) effects of expanding higher education: Evidence from Italy," Economics of Education Review, Elsevier, vol. 30(5), pages 997-1008, October.
    10. Zoghbi, Ana Carolina & Rocha, Fabiana & Mattos, Enlinson, 2013. "Education production efficiency: Evidence from Brazilian universities," Economic Modelling, Elsevier, vol. 31(C), pages 94-103.
    11. Victor J. Tremblay & Carol Horton Tremblay, 2012. "New Perspectives on Industrial Organization," Springer Texts in Business and Economics, Springer, edition 127, number 978-1-4614-3241-8, December.
    12. Façanha, Luís Otávio & Resende, Marcelo & Marinho, Alexandre, 1997. "Brazilian Federal Universities: Relative Efficiency Evaluation and Data Envelopment Analysis," Revista Brasileira de Economia - RBE, EPGE Brazilian School of Economics and Finance - FGV EPGE (Brazil), vol. 51(4), October.
    13. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    14. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    15. Jeffrey Perloff & Edward Shen, 2012. "Collinearity in Linear Structural Models of Market Power," Review of Industrial Organization, Springer;The Industrial Organization Society, vol. 40(2), pages 131-138, March.
    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.
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    Keywords

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    JEL classification:

    • I22 - Health, Education, and Welfare - - Education - - - Educational Finance; Financial Aid
    • L10 - Industrial Organization - - Market Structure, Firm Strategy, and Market Performance - - - General

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