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“Decomposing the Rural-Urban Differential in Student Achievement in Colombia Using PISA Microdata”

Author

Listed:
  • Raul Ramos

    (Faculty of Economics, University of Barcelona)

  • Juan Carlos Duque

    (RiSE-group, Department of Economics, EAFIT University)

  • Sandra Nieto

    (Faculty of Economics, University of Barcelona)

Abstract

Despite the large number of studies that draw on Programme for International Student Assessment (PISA) microdata in their analyses of the determinants of educational outcomes, no more than a few consider the relevance of geographical location. In going some way to rectify this, our paper examines the differences in educational outcomes between students attending schools in rural areas and those enrolled in urban schools. We use microdata from the 2006 and 2009 PISA survey waves for Colombia. The Colombian case is particularly interesting in this regard due to the structural changes suffered by the country in recent years, both in terms of its political stability and of the educational reform measures introduced. Our descriptive analysis of the data shows that the educational outcomes of rural students are worse than those of urban students. In order to identify the factors underpinning this differential, we use the Oaxaca-Blinder decomposition and then exploit the time variation in the data using the methodology proposed by Juhn-Murphy-Pierce. Our results show that most of the differential is attributable to family characteristics as opposed to those of the school. From a policy perspective, our evidence supports actions addressed at improving conditions in the family rather than measures of positive discrimination of rural schools.

Suggested Citation

  • Raul Ramos & Juan Carlos Duque & Sandra Nieto, 2012. "“Decomposing the Rural-Urban Differential in Student Achievement in Colombia Using PISA Microdata”," AQR Working Papers 201210, University of Barcelona, Regional Quantitative Analysis Group, revised Mar 2013.
  • Handle: RePEc:aqr:wpaper:201210
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    References listed on IDEAS

    as
    1. Fertig, Michael, 2003. "Who's to Blame? The Determinants of German Students' Achievement in the PISA 2000 Study," RWI Discussion Papers 4, RWI - Leibniz-Institut für Wirtschaftsforschung.
    2. Jacob M. Markman & Eric A. Hanushek & John F. Kain & Steven G. Rivkin, 2003. "Does peer ability affect student achievement?," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(5), pages 527-544.
    3. Dani Rodrik & Mark Rosenzweig (ed.), 2010. "Handbook of Development Economics," Handbook of Development Economics, Elsevier, edition 1, volume 5, number 6.
    4. Chiswick, Barry R. & DebBurman, Noyna, 2004. "Educational attainment: analysis by immigrant generation," Economics of Education Review, Elsevier, vol. 23(4), pages 361-379, August.
    5. Alan B. Krueger, 2003. "Economic Considerations and Class Size," Economic Journal, Royal Economic Society, vol. 113(485), pages 34-63, February.
    6. Lonnie Stevans & David Sessions, 2000. "Private/Public School Choice and Student Performance Revisited," Education Economics, Taylor & Francis Journals, vol. 8(2), pages 169-184.
    7. Hanushek, Eric A. & Luque, Javier A., 2003. "Efficiency and equity in schools around the world," Economics of Education Review, Elsevier, vol. 22(5), pages 481-502, October.
    8. Martins, Lurdes & Veiga, Paula, 2010. "Do inequalities in parents' education play an important role in PISA students' mathematics achievement test score disparities?," Economics of Education Review, Elsevier, vol. 29(6), pages 1016-1033, December.
    9. Jorge Hugo Barrientos Marín, 2001. "Calidad de la educación y rendimiento académico en Bogotá," Grupo Microeconomía Aplicada 021, Universidad de Antioquia, Departamento de Economía.
    10. Vandenberghe, V. & Robin, S., 2004. "Evaluating the effectiveness of private education across countries: a comparison of methods," Labour Economics, Elsevier, vol. 11(4), pages 487-506, August.
    11. Ronelle Burger, 2011. "School effectiveness in Zambia: The origins of differences between rural and urban outcomes," Development Southern Africa, Taylor & Francis Journals, vol. 28(2), pages 157-176.
    12. Hakkinen, Iida & Kirjavainen, Tanja & Uusitalo, Roope, 2003. "School resources and student achievement revisited: new evidence from panel data," Economics of Education Review, Elsevier, vol. 22(3), pages 329-335, June.
    13. Ibáñez, Ana Mari­a & Vélez, Carlos Eduardo, 2008. "Civil Conflict and Forced Migration: The Micro Determinants and Welfare Losses of Displacement in Colombia," World Development, Elsevier, vol. 36(4), pages 659-676, April.
    14. Eric A. Hanushek, 2003. "The Failure of Input-Based Schooling Policies," Economic Journal, Royal Economic Society, vol. 113(485), pages 64-98, February.
    15. Smith, Jeremy & Naylor, Robin, 2005. "Schooling effects on subsequent university performance: evidence for the UK university population," Economics of Education Review, Elsevier, vol. 24(5), pages 549-562, October.
    16. Richard Barnett & J. Colin Glass & Roger Snowdon & Karl Stringer, 2002. "Size, Performance and Effectiveness: Cost-Constrained Measures of Best-Practice Performance and Secondary-School Size," Education Economics, Taylor & Francis Journals, vol. 10(3), pages 291-311.
    17. Alejandro GAVIRIA, Jorge Hugo BARRIENTOS & Jorge Hugo BARRIENTOS, 2001. "Determinantes de la calidad de la educación en Colombia," Archivos de Economía 2301, Departamento Nacional de Planeación.
    18. Meunier, Muriel, 2011. "Immigration and student achievement: Evidence from Switzerland," Economics of Education Review, Elsevier, vol. 30(1), pages 16-38, February.
    19. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    20. Behrman, Jere R., 2010. "Investment in Education Inputs and Incentives," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4883-4975, Elsevier.
    21. William Sander, 1996. "Catholic Grade Schools and Academic Achievement," Journal of Human Resources, University of Wisconsin Press, vol. 31(3), pages 540-548.
    22. Alejandra Mizala & Pilar Romaguera, 2000. "School Performance and Choice: The Chilean Experience," Journal of Human Resources, University of Wisconsin Press, vol. 35(2), pages 392-417.
    23. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
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    1. Decomposing the Rural-Urban Differential in Student Achievement in Colombia Using PISA Microdata
      by Maximo Rossi in Wikiprogress América Latina on 2012-05-11 21:38:00

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    More about this item

    Keywords

    educational outcomes; rural-urban differences; decomposition methods. JEL classification: J24; I25; R58;
    All these keywords.

    JEL classification:

    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • I25 - Health, Education, and Welfare - - Education - - - Education and Economic Development
    • R58 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - Regional Government Analysis - - - Regional Development Planning and Policy

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