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, Volume 17, Issue 4, pp 711–733 | Cite as

Higher education in Brazil: an exploratory study based on supply and demand conditions

  • Sílvia Regina Machado de CamposEmail author
  • Roberto Henriques
  • Mitsuru Higuchi Yanaze
Long Paper


This paper aims to assess the context of Brazilian higher education institutions, its undergraduate courses and students, comparing their supply and demand conditions. It adopts a three-phase methodological approach: first, an inductive and exploratory step through the longitudinal analysis of data provided by the Brazilian Census of Higher Education, between the years of 2008 and 2014 and the Demographic Census of 2010; second, an analysis between the most important variables identified in the exploratory study (step 1) and its influence on the undergraduate courses’ perceived quality through the General Index of Evaluated Courses, which is responsible for the evaluation of all higher education institutions (HEIs) in Brazil; third, a comparison to other countries is performed, based on the 2015–2016 OECD Education Indicators. Its contribution shall enable HEIs to identify future trends concerning its sustainability conditions, providing subsidies for strategic information. It concludes that offer conditions are diverse, and that, especially in Brazil, demand is increasingly limited for the population considered ideal for undergraduate courses. Also, the expansion of students’ enrollment during the period was desirable and was intertwined with the diversification of higher education establishments and the diversity of programs, due to the national higher education policy system. However, this increasing diversity of HEIs and courses, contrary to what some authors (Teichler in High Educ 56(3):349–379, 1) propose, does not represent an improvement in the number of undergraduate students in Higher Education as most of the students do not conclude their studies.


Higher education Supply Demand Undergraduate courses Strategic information 


  1. 1.
    Teichler, U.: Diversification? Trends and explanations of the shape and size of higher education. High. Educ. 56(3), 349–379 (2008)CrossRefGoogle Scholar
  2. 2.
    Selden, W.K.: The governance of higher education. Science 149(3685), 711 (1965)CrossRefGoogle Scholar
  3. 3.
    Teichler, U.: Opportunities and problems of comparative higher education research: the daily life of research. High. Educ. 67, 393–408 (2014)CrossRefGoogle Scholar
  4. 4.
    Shrivastava, M., Shrivastava, S.: Political economy of higher education: comparing South Africa to trends in the world. High. Educ. 67(6), 809–822 (2014)CrossRefGoogle Scholar
  5. 5.
    Dobbins, M., Knill, C., Vögtle, E.: An analytical framework for the cross-country comparison of higher education governance. High. Educ. 62(5), 665–683 (2011)CrossRefGoogle Scholar
  6. 6.
    Ramaley, J.A.: Navigating the rapids: on the frontiers of the knowledge revolution. Lib. Educ. 101/102(4/1), 36–43 (2016)Google Scholar
  7. 7.
    Havas, A.: Universities and the emerging new players: building futures for higher education. Technol. Anal. Strateg. Manag. 21(3), 425–443 (2009)CrossRefGoogle Scholar
  8. 8.
    Weerts, D.J.: Toward an engagement model of institutional advancement at public colleges and universities. Int. J. Educ. Adv. 7(2), 79–103 (2007)CrossRefGoogle Scholar
  9. 9.
    Ward, D.: Catching the waves of change in American higher education. Educause Rev. 35(1), 22–30 (January/February 2000) (2000)Google Scholar
  10. 10.
    Sampaio, H.: Diversidade e Diferenciação no Ensino Superior no Brasil: conceitos para discussão. RBCS 29(84 fevereiro/2014), 43–55 (2014)CrossRefGoogle Scholar
  11. 11.
    Steiner, J.E.: Conhecimento: gargalos para um Brasil no futuro. Estud. Av. 20(56), 75–90 (2006)CrossRefGoogle Scholar
  12. 12.
    Cucui, I., Robescu, V.-O., Stegaroiu, I., and Petrescu, M.: Knowledge management and impact on governance of Romanian Universities. In: Proceedings of the European Conference on Knowledge Management, 2010, pp. 315–322Google Scholar
  13. 13.
    Carnoy, M., Dossani, R.: Goals and governance of higher education in India. High. Educ. 65(5), 595–612 (2013)Google Scholar
  14. 14.
    Miranda, M.B.: A lei da oferta e da procura e os preços dos produtos e serviços. Rev. Virtual Direito Bras. 6(1), 1–2 (2012)Google Scholar
  15. 15.
    Kim, Y.J., Lee, C.-I.: Social values and economic dynamics. J. Econ. Dyn. Control 53, 69–84 (2015)MathSciNetzbMATHCrossRefGoogle Scholar
  16. 16.
    Canton, E., de Jong, F.: The demand for higher education in The Netherlands, 1950–1999. Econ. Educ. Rev. 24(6), 651–663 (2005)CrossRefGoogle Scholar
  17. 17.
    Duchesne, I., Nonneman, W.: The demand for higher education in Belgium. Econ. Educ. Rev. 17(2), 211–218 (1998)CrossRefGoogle Scholar
  18. 18.
    Toutkoushian, R.K.: Changes in the demand for public land-grant universities: the use of panel datasets. Res. High. Educ. 42(6), 679–707 (2001)CrossRefGoogle Scholar
  19. 19.
    Vieira, C., Vieira, I.: Determinants and projections of demand for higher education in Portugal. CEFAGE-UE, pp. 1–26 (2011–2015)Google Scholar
  20. 20.
    King, J.: The demand for higher education in Puerto Rico. Econ. Educ. Rev. 12(3), 257–265 (1993)CrossRefGoogle Scholar
  21. 21.
    Radner, R., Miller, L.S.: Demand and supply in US higher education: a progress report. Am. Econ. Rev. 60, 326–334 (1970)Google Scholar
  22. 22.
    Tierney, M.L.: The impact of institutional net price on student demand for public and private higher education. Econ. Educ. Rev. 2(4), 363–383 (1982)CrossRefGoogle Scholar
  23. 23.
    Savoca, E.: Another look at the demand for higher education: measuring the price sensitivity of the decision to apply to college. Econ. Educ. Rev. 9(2), 123–134 (1990)CrossRefGoogle Scholar
  24. 24.
    Wetzel, J., O’Toole, D., Peterson, S.: An analysis of student enrollment demand. Econ. Educ. Rev. 17(1), 47–54 (1998)CrossRefGoogle Scholar
  25. 25.
    Noorbakhsh, A., David, C.: The demand for higher education: Pennsylvania’s nonresident tuition experience. Econ. Educ. Rev. 21, 277–286 (2002)CrossRefGoogle Scholar
  26. 26.
    Buss, C., Parker, J., Rivenburg, J.: Cost, quality and enrollment demand at liberal arts colleges. Econ. Educ. Rev. 23(1), 57–65 (2004)CrossRefGoogle Scholar
  27. 27.
    Mueller, R.E., Rockerbie, D.: Determining demand for university education in Ontario by type of student. Econ. Educ. Rev. 24(4), 469–483 (2005)CrossRefGoogle Scholar
  28. 28.
    Glewwe, P., Jacoby, H.G.: Economic growth and the demand for education: is there a wealth effect? J. Dev. Econ. 74(1), 33–51 (2004)CrossRefGoogle Scholar
  29. 29.
    Li, F., John Morgan, W., Ding, X.: The expansion of higher education, employment and over-education in China. Int. J. Educ. Dev. 28(6), 687–697 (2008)CrossRefGoogle Scholar
  30. 30.
    Rahona López, M.: Equality of opportunities in Spanish higher education. High. Educ. 58(3), 285–306 (2009)CrossRefGoogle Scholar
  31. 31.
    Lopez, M.R.: Equality of opportunities in Spanish higher education. High. Educ. 58, 285–306 (2009)CrossRefGoogle Scholar
  32. 32.
    Wilkins, S.: Higher education in the United Arab Emirates: an analysis of the outcomes of significant increases in supply and competition. J. High. Educ. Policy Manag. 32(4), 389–400 (2010)CrossRefGoogle Scholar
  33. 33.
    Gölpek, F.: Price of higher education and individual demand. Proced. Social Behav. Sci. 41, 349–356 (2012)CrossRefGoogle Scholar
  34. 34.
    Hübner, M.: Do tuition fees affect enrollment behavior? Evidence from a ‘natural experiment in Germany. Econ. Educ. Rev. 31(6), 949–960 (2012)CrossRefGoogle Scholar
  35. 35.
    Millot, B.: International rankings: universities versus higher education systems. Int. J. Educ. Dev. 40, 156–165 (2015)CrossRefGoogle Scholar
  36. 36.
    Teichler, U.: Comparative higher education: potentials and limits. High. Educ. 32, 431–465 (1996)CrossRefGoogle Scholar
  37. 37.
    Reale, E.: Challenges in higher education research: the use of quantitative tools in comparative analyses. High. Educ. 67, 409–422 (2014)CrossRefGoogle Scholar
  38. 38.
    Teichler, U.: Higher education research. In: International Encyclopedia of the Social and Behavioral Sciences, 2nd edn. vol. 10, pp. 862–869 (2015). doi: 10.1016/B978-0-08-097086-8.92120-2 CrossRefGoogle Scholar
  39. 39.
    Moita, R.M.S., Lob o e Silva, C.E., Andrade, EdC: Permanent demand excess as business strategy: an analysis of the Brazilian higher-education market. Rev. Adm. 50(1), 9–25 (2015)Google Scholar
  40. 40.
    Strauss, L.M., Borenstein, D.: A system dynamics model for long-term planning of the undergraduate education in Brazil. High. Educ. 69, 375–397 (2015)CrossRefGoogle Scholar
  41. 41.
    Corbucci, P.R.: Evolução do Acesso de Jovens à Educação Superior no Brasil. IPEA Texto para Discuss. 1950, 1–33 (2014)Google Scholar
  42. 42.
    Guimbert, S., Miwa, K., Thanh Nguyen, D.: Back to school in Afghanistan: determinants of school enrollment. Int. J. Educ. Dev. 28(4), 419–434 (2008)CrossRefGoogle Scholar
  43. 43.
    Hirsch, W.Z.: Demand for education, and its estimation. Socio-Econ. Plan. Sci. 2, 217–224 (1969)CrossRefGoogle Scholar
  44. 44.
    Flannery, D., O’Donoghue, C.: The demand for higher education: a static structural approach accounting for individual heterogeneity and nesting patterns. Econ. Educ. Rev. 34, 243–257 (2013)CrossRefGoogle Scholar
  45. 45.
    Braghini, K.M.Z.: A história dos estudantes “excedentes” nos anos 1960: a superlotação das universidades e um “torvelinho de situações improvisadas. Educ. Rev. 51(jan./mar), 123–144 (2014)CrossRefGoogle Scholar
  46. 46.
    Martins, C.B.: Reconfiguring higher education in Brazil: the participation of private institutions. Particip. Inst. Priv. Reconfiguração Ensino Super. Bras. 48(208), 621–658 (2013)Google Scholar
  47. 47.
    Martins, C.B.: A Reforma Universitária de 1968 e a abertura para o Ensino Superior Privado no Brasil. Educ. Soc. 30(106), 15–35 (2009)CrossRefGoogle Scholar
  48. 48.
    Tavares, MdGM, Meneguel, S.M., Peixoto, A.L.V.A., Prado, AdP, Griboski, C.M., Robl, F., Barreyro, G.B., Fernandes, I.R., Rothen, J.C., Sousa, JVd, Bortolin, L., Oliveira, MAAd, Seiffert, O.L.M.B., Abensur, P.L.D., Cavachia, R.C.: A relação expansão-avaliação da educação superior no período pós-LDB/1996. Rev. Eletrôn. Educ. 8(1), 92–105 (2014)Google Scholar
  49. 49.
    Gomes, A.M., Moraes, KNd: ‘Educação Superior no Brasil Contemporâneo: transição para um sistema de massa. Educ. Soc. 33((jan.–mar. 2012)), 171–190 (2012)CrossRefGoogle Scholar
  50. 50.
    Lima, P.G.: Universalização da Educação Superior no Brasil: contrapontos e possibilidades. Educ. Rev. 51(jan./mar. 2014), 243–264 (2014)CrossRefGoogle Scholar
  51. 51.
    OECD: Education at a Glance 2015: OECD indicators 2015, OECD 2015, (Brasil—Country Note), pp. 1–10Google Scholar
  52. 52.
    Silva, EPd, Quintairos, P.C.R., Araújo, E.A.S.: Educação e desenvolvimento. Lat. Am. J. Bus. Manag. LAJBM 4(2), 42–57 (2013)Google Scholar
  53. 53.
    Castro, C.: Educação no Brasil: Atrasos, Conquistas e Desafios in Brasil : o estado de uma nação—mercado de trabalho, emprego e informalidade’ (IPEA, 2006)Google Scholar
  54. 54.
    Barioni, M.C.N., Razente, H., Marcelino, A.M.R., Traina, A.J.M., Traina, C.: Open issues for partitioning clustering methods: an overview. Wiley Interdiscip. Rev. Data Min. Knowl. Discov. 4(3), 161–177 (2014)CrossRefGoogle Scholar
  55. 55.
    Neri, M.: Educação profissional: as razões da demanda. Rev. Conjunt. Econ. 65(4), 62–65 (2011)Google Scholar
  56. 56.
    INEP: Censo da Educação Superior (2014)
  57. 57.
    Cruz, F.: Metade dos jovens depende de programas do governo para cursar universidade. Agencia Brasil (2016)Google Scholar
  58. 58.
    Brasil G.F.P.d.R.d.: Juventude levada em conta (Secretaria de Assuntos Estratégicos) (2013)Google Scholar
  59. 59.
    Queiroz, F.C.B.P., Queiroz, J.V., Vasconcelos, N.V.C., Furukava, M., Hékis, H.R., Pereira, F.A.B.: Transformações no ensino superior brasileiro: análise das Instituições Privadas de Ensino Superior no compasso com as políticas de Estado. Ensaio Aval. Pol. Públ. Educ. 21(79), 349–370 (2013)CrossRefGoogle Scholar
  60. 60.
    IBGE: Contas Regionais do Brasil 1995–2012, 2010, 2015, (01 April)Google Scholar
  61. 61.
    INEP: Censo da Educação Superior (2013).
  62. 62.
    Dickson, M., Harmon, C.: Economic returns to education: what we know, what we don’t know, and where we are going—some brief pointers. Econ. Educ. Rev. 30(6), 1118–1122 (2011)CrossRefGoogle Scholar
  63. 63.
    OECD: Education at a glance 2016: OECD indicators, pp. 507 (2016)Google Scholar
  64. 64.
    Education, U.S.D.o.: US Department of Education, 2011, 2016Google Scholar
  65. 65.
    Union, T.E.: The European Union (212).
  66. 66.
    Data, O.: Education resources: spending on tertiary (2016)Google Scholar
  67. 67.
    OECD: Education at a glance 2016: OECD indicators (19), 502 (2016)Google Scholar
  68. 68.
    OECD: OECD indicators of education systems, pp. 1–12 (2012)Google Scholar
  69. 69.
    República, G.F.P.d.: Juventude levada em conta: demografia, pp. 1–45 (2013)Google Scholar
  70. 70.
    Campos, SRMd, Henriques, R., Yanaze, M.H.: Governance of higher education institutions in Brazil: an exploratory study based on supply and demand conditions. WorldCist 2016 444(1), 14 (2016)Google Scholar

Copyright information

© Springer-Verlag Berlin Heidelberg 2017

Authors and Affiliations

  1. 1.NOVA IMSUniversidade Nova de LisboaLisbonPortugal
  2. 2.Universidade de São PauloSão PauloBrazil

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