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Evaluating the impact of Mexico's quality schools program : the pitfalls of using nonexperimental data

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  • Skoufias, Emmanuel
  • Shapiro, Joseph

Abstract

The authors evaluate whether increasing school resources and decentralizing management decisions at the school level improves learning in a developing country. Mexico's Quality Schools Program (PEC), following many other countries and U.S. states, offers US$15,000 grants for public schools to implement five-year improvement plans that the school's staff and community design. Using a three-year panel of 74,700 schools, the authors estimate the impact of the PEC on dropout, repetition, and failure using two common nonexperimental methods-regression analysis and propensity score matching. The methods provide similar but nonidentical results. The preferred estimator, difference-in-differences with matching, reveals that participation in the PEC decreases dropout by 0.24 percentage points, failure by 0.24 percentage points, and repetition by 0.31 percentage points-an economically small but statistically significant impact. The PEC lacks measurable impact on outcomes in indigenous schools. The results suggest that a combination of increased resources and local management can produce small improvements in school outcomes, though perhaps not in the most troubled school systems.

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Bibliographic Info

Paper provided by The World Bank in its series Policy Research Working Paper Series with number 4036.

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Date of creation: 01 Oct 2006
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Handle: RePEc:wbk:wbrwps:4036

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Keywords: Tertiary Education; Education For All; Primary Education; Teaching and Learning; Secondary Education; Economics of Education;

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  1. Alberto Abadie & Guido W. Imbens, 2006. "On the Failure of the Bootstrap for Matching Estimators," NBER Technical Working Papers, National Bureau of Economic Research, Inc 0325, National Bureau of Economic Research, Inc.
  2. James J. Heckman & Jeffrey A. Smith, 1999. "The Pre-Program Earnings Dip and the Determinants of Participation in a Social Program: Implications for Simple Program Evaluation Strategies," NBER Working Papers 6983, National Bureau of Economic Research, Inc.
  3. Alan Krueger, 2000. "Economic Considerations and Class Size," Working Papers, Princeton University, Department of Economics, Industrial Relations Section. 826, Princeton University, Department of Economics, Industrial Relations Section..
  4. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2002. "How Much Should We Trust Differences-in-Differences Estimates?," NBER Working Papers 8841, National Bureau of Economic Research, Inc.
  5. Murnane, Richard J. & Willett, John B. & Braatz, M. Jay & Duhaldeborde, Yves, 2001. "Do different dimensions of male high school students' skills predict labor market success a decade later? Evidence from the NLSY," Economics of Education Review, Elsevier, Elsevier, vol. 20(4), pages 311-320, August.
  6. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Educational Studies, Higher School of Economics, Higher School of Economics, issue 1, pages 154-193.
  7. Heckman, J.J. & Hotz, V.J., 1988. "Choosing Among Alternative Nonexperimental Methods For Estimating The Impact Of Social Programs: The Case Of Manpower Training," University of Chicago - Economics Research Center, Chicago - Economics Research Center 88-12, Chicago - Economics Research Center.
  8. Alan Krueger, 1997. "Experimental Estimates of Education Production Functions," Working Papers, Princeton University, Department of Economics, Industrial Relations Section. 758, Princeton University, Department of Economics, Industrial Relations Section..
  9. Angrist, Joshua D. & Krueger, Alan B., 1999. "Empirical strategies in labor economics," Handbook of Labor Economics, Elsevier, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366 Elsevier.
  10. Alderman, Harold, 2002. "Do local officials know something we don't? Decentralization of targeted transfers in Albania," Journal of Public Economics, Elsevier, Elsevier, vol. 83(3), pages 375-404, March.
  11. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, American Economic Association, vol. 76(4), pages 604-20, September.
  12. Richard J. Murnane & John B. Willett & Frank Levy, 1995. "The Growing Importance of Cognitive Skills in Wage Determination," NBER Working Papers 5076, National Bureau of Economic Research, Inc.
  13. O'Neill, June, 1990. "The Role of Human Capital in Earnings Differences between Black and White Men," Journal of Economic Perspectives, American Economic Association, American Economic Association, vol. 4(4), pages 25-45, Fall.
  14. Eskeland, Gunnar S. & Filmer, Deon, 2002. "Autonomy, participation, and learning in Argentine schools - findings andtheir implications for decentralization," Policy Research Working Paper Series 2766, The World Bank.
  15. Kenneth Y. Chay & Patrick J. McEwan & Miguel Urquiola, 2005. "The Central Role of Noise in Evaluating Interventions That Use Test Scores to Rank Schools," American Economic Review, American Economic Association, American Economic Association, vol. 95(4), pages 1237-1258, September.
  16. Timothy Besley & Stephen Coate, 1999. "Centralized versus Decentralized Provision of Local Public Goods: A Political Economy Analysis," NBER Working Papers 7084, National Bureau of Economic Research, Inc.
  17. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, American Economic Association, vol. 91(2), pages 12-17, May.
  18. Anne Case & Angus Deaton, 1999. "School Inputs And Educational Outcomes In South Africa," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 114(3), pages 1047-1084, August.
  19. Neal, Derek A & Johnson, William R, 1996. "The Role of Premarket Factors in Black-White Wage Differences," Journal of Political Economy, University of Chicago Press, University of Chicago Press, vol. 104(5), pages 869-95, October.
  20. Joshua D. Angrist & Victor Lavy, 1999. "Using Maimonides' Rule To Estimate The Effect Of Class Size On Scholastic Achievement," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 114(2), pages 533-575, May.
  21. James J. Heckman & Jeffrey A. Smith, 1995. "Assessing the Case for Social Experiments," Journal of Economic Perspectives, American Economic Association, American Economic Association, vol. 9(2), pages 85-110, Spring.
  22. Richard Blundell & Monica Costa Dias, 2000. "Evaluation methods for non-experimental data," Fiscal Studies, Institute for Fiscal Studies, Institute for Fiscal Studies, vol. 21(4), pages 427-468, January.
  23. Glewwe, Paul & Kremer, Michael, 2006. "Schools, Teachers, and Education Outcomes in Developing Countries," Handbook of the Economics of Education, Elsevier, Elsevier.
  24. Heckman, James J & Ichimura, Hidehiko & Todd, Petra, 1998. "Matching as an Econometric Evaluation Estimator," Review of Economic Studies, Wiley Blackwell, Wiley Blackwell, vol. 65(2), pages 261-94, April.
  25. Jimenez, Emmanuel & Sawada, Yasuyuki, 1999. "Do Community-Managed Schools Work? An Evaluation of El Salvador's EDUCO Program," World Bank Economic Review, World Bank Group, World Bank Group, vol. 13(3), pages 415-41, September.
  26. Heckman, James J & Ichimura, Hidehiko & Todd, Petra E, 1997. "Matching as an Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," Review of Economic Studies, Wiley Blackwell, Wiley Blackwell, vol. 64(4), pages 605-54, October.
  27. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, Elsevier, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097 Elsevier.
  28. Murphy, Kevin M & Welch, Finis, 1992. "The Structure of Wages," The Quarterly Journal of Economics, MIT Press, MIT Press, vol. 107(1), pages 285-326, February.
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