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Spatial distribution and dissemination of education in Brazilian municipalities

Author

Listed:
  • Laura Desirée Vernier Fujita

    (Economics at PUCRS)

  • Izete Pengo Bagolin

    (Economics at PUCRS)

  • Adelar Fochezatto

    (Economics at PUCRS)

Abstract

This article aims to investigate the spatial effect of the quality of human capital and to identify if there is educational spillover from higher education in the proficiencies of elementary students. Although the role of geographical aspects has been studied in several academic areas, in the literature on the economics of education such studies are incipient and the few existing contributions use the stock of education as the object of analysis. The present study differs by using proficiency as a proxy for quality and also by examining the spillover effect of the presence and quality of university courses in the area of education. The results indicate a strong spatial dependence, suggesting the spatial dimension influences school performance. On the other hand, higher education institutions influence school performance in the municipality of origin, but not that of neighboring municipalities.

Suggested Citation

  • Laura Desirée Vernier Fujita & Izete Pengo Bagolin & Adelar Fochezatto, 2021. "Spatial distribution and dissemination of education in Brazilian municipalities," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 66(2), pages 255-277, April.
    • Handle: RePEc:spr:anresc:v:66:y:2021:i:2:d:10.1007_s00168-020-01020-3
    DOI: 10.1007/s00168-020-01020-3
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    References listed on IDEAS

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    1. Moreno, Ramon & Trehan, Bharat, 1997. "Location and the Growth of Nations," Journal of Economic Growth, Springer, vol. 2(4), pages 399-418, December.
    2. Moretti, Enrico, 2004. "Estimating the social return to higher education: evidence from longitudinal and repeated cross-sectional data," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 175-212.
    3. Magalhães, André & Hewings, Geoffrey J.D. & Azzoni, Carlos R., 2005. "Spatial Dependence and Regional Convergence in Brazil," INVESTIGACIONES REGIONALES - Journal of REGIONAL RESEARCH, Asociación Española de Ciencia Regional, issue 6, pages 5-20.
    4. 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.
    5. Kevin M. Murphy & Sam Peltzman, 2004. "School Performance and the Youth Labor Market," Journal of Labor Economics, University of Chicago Press, vol. 22(2), pages 299-328, April.
    6. Bishop, John Hillman, 1989. "Is the Test Score Decline Responsible for the Productivity Growth Decline?," American Economic Review, American Economic Association, vol. 79(1), pages 178-197, March.
    7. Raul Ramos & Jordi Suriñach & Manuel Artís, 2010. "Human capital spillovers, productivity and regional convergence in Spain," Papers in Regional Science, Wiley Blackwell, vol. 89(2), pages 435-447, June.
    8. Huong Thu Le & Ha Trong Nguyen, 2018. "The evolution of the gender test score gap through seventh grade: new insights from Australia using unconditional quantile regression and decomposition," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-42, December.
    9. Ana Flávia Machado & Sueli Moro & Ludiemy Martins & Juan Rios, 2008. "Qualidade do Ensino em Matemática: Determinantes do Desempenho de Alunos em Escolas Publicas Estaduais Mineiras," Economia, ANPEC - Associação Nacional dos Centros de Pós-Graduação em Economia [Brazilian Association of Graduate Programs in Economics], vol. 9(1), pages 23-45.
    10. Case, Anne C. & Rosen, Harvey S. & Hines, James Jr., 1993. "Budget spillovers and fiscal policy interdependence : Evidence from the states," Journal of Public Economics, Elsevier, vol. 52(3), pages 285-307, October.
    11. Anselin, Luc, 2002. "Under the hood : Issues in the specification and interpretation of spatial regression models," Agricultural Economics, Blackwell, vol. 27(3), pages 247-267, November.
    12. Murnane, Richard J & Willett, John B & Levy, Frank, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," The Review of Economics and Statistics, MIT Press, vol. 77(2), pages 251-266, May.
    13. Cem Ertur & Wilfried Koch, 2007. "Growth, technological interdependence and spatial externalities: theory and evidence," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 22(6), pages 1033-1062.
    14. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    15. J. Elhorst, 2010. "Applied Spatial Econometrics: Raising the Bar," Spatial Economic Analysis, Taylor & Francis Journals, vol. 5(1), pages 9-28.
    16. Beeson, Patricia & Montgomery, Edward B, 1993. "The Effects of Colleges and Universities on Local Labor Markets," The Review of Economics and Statistics, MIT Press, vol. 75(4), pages 753-761, November.
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    Cited by:

    1. Carlos Mendez & Felipe Santos-Marquez, 2022. "Economic and Social Disparities across Subnational Regions of South America: A Spatial Convergence Approach," Comparative Economic Studies, Palgrave Macmillan;Association for Comparative Economic Studies, vol. 64(4), pages 582-605, December.

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    More about this item

    JEL classification:

    • I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions
    • R19 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Other

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