This file is part of IDEAS, which uses RePEc data


[ Papers | Articles | Software | Books | Chapters | Authors | Institutions | JEL Classification | NEP reports | Search | New papers by email | Author registration | Rankings | Volunteers | FAQ | Blog | Help! ]

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

Author info | Abstract | Publisher info | Download info | Related research | Statistics
Author Info
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.

Download Info
To download:

If you experience problems downloading a file, check if you have the proper application to view it first. Information about this may be contained in the File-Format links below. In case of further problems read the IDEAS help file. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www-wds.worldbank.org/servlet/WDSContentServer/WDSP/IB/2006/10/12/000016406_20061012150223/Rendered/PDF/wps4036.pdf
File Format: application/pdf
File Function:
Download Restriction: no

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

Download reference. The following formats are available: HTML, plain text, BibTeX, RIS (EndNote), ReDIF
Length:
Date of creation: 01 Oct 2006
Date of revision:
Handle: RePEc:wbk:wbrwps:4036

Contact details of provider:
Postal: 1818 H Street, N.W., Washington, DC 20433
Email:
Web page: http://www.worldbank.org/
More information through EDIRC

For technical questions regarding this item, or to correct its listing, contact: (Roula I. Yazigi).

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

Other versions of this item:

This paper has been announced in the following NEP Reports: References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:
  1. 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, vol. 114(2), pages 533-575, May. [Downloadable!] (restricted)
  2. Jimenez, Emmanuel & Sawada, Yasuyuki, 1999. "Do Community-Managed Schools Work? An Evaluation of El Salvador's EDUCO Program," World Bank Economic Review, Oxford University Press, vol. 13(3), pages 415-41, September.
  3. Murphy, Kevin M & Welch, Finis, 1992. "The Structure of Wages," The Quarterly Journal of Economics, MIT Press, vol. 107(1), pages 285-326, February. [Downloadable!] (restricted)
  4. Kenneth Y. Chay & Patrick J. McEwan & Miguel Urquiola, 2003. "The Central Role of Noise in Evaluating Interventions that Use Test Scores to Rank Schools," NBER Working Papers 10118, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  5. Heckman, James J & Smith, Jeffrey A, 1995. "Assessing the Case for Social Experiments," Journal of Economic Perspectives, American Economic Association, vol. 9(2), pages 85-110, Spring. [Downloadable!] (restricted)
  6. Marianne Bertrand & Esther Duflo & Sendhil Mullainathan, 2004. "How Much Should We Trust Differences-in-Differences Estimates?," The Quarterly Journal of Economics, MIT Press, vol. 119(1), pages 249-275, February. [Downloadable!] (restricted)
    Other versions:
  7. Eskeland, Gunnar S. & Filmer, Deon, 2002. "Autonomy, participation, and learning in Argentine schools - findings and their implications for decentralization," Policy Research Working Paper Series 2766, The World Bank. [Downloadable!]
  8. Robert J. Barro, 2001. "Human Capital and Growth," American Economic Review, American Economic Association, vol. 91(2), pages 12-17, May. [Downloadable!] (restricted)
  9. Besley, Timothy J. & Coate, Stephen, 2000. "Centralized versus Decentralized Provision of Local Public Goods: a Political Economy Analysis," CEPR Discussion Papers 2495, C.E.P.R. Discussion Papers. [Downloadable!] (restricted)
    Other versions:
  10. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-20, September. [Downloadable!] (restricted)
  11. Eric A. Hanushek & Dennis D. Kimko, 2000. "Schooling, Labor-Force Quality, and the Growth of Nations," American Economic Review, American Economic Association, vol. 90(5), pages 1184-1208, December. [Downloadable!] (restricted)
  12. O'Neill, June, 1990. "The Role of Human Capital in Earnings Differences between Black and White Men," Journal of Economic Perspectives, American Economic Association, vol. 4(4), pages 25-45, Fall. [Downloadable!] (restricted)
  13. Richard Blundell & Monica Costa Dias, 2000. "Evaluation methods for non-experimental data," Fiscal Studies, Institute for Fiscal Studies, vol. 21(4), pages 427-468, January. [Downloadable!]
  14. 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. [Downloadable!] (restricted)
    Other versions:
  15. 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. [Downloadable!] (restricted)
  16. Heckman, James J & Ichimura, Hidehiko & Todd, Petra, 1998. "Matching as an Econometric Evaluation Estimator," Review of Economic Studies, Blackwell Publishing, vol. 65(2), pages 261-94, April. [Downloadable!] (restricted)
  17. Alberto Abadie & Guido W. Imbens, 2006. "On the Failure of the Bootstrap for Matching Estimators," NBER Technical Working Papers 0325, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  18. 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, Blackwell Publishing, vol. 64(4), pages 605-54, October. [Downloadable!] (restricted)
  19. Alan B. Krueger, 1999. "Experimental Estimates Of Education Production Functions," The Quarterly Journal of Economics, MIT Press, vol. 114(2), pages 497-532, May. [Downloadable!] (restricted)
    Other versions:
  20. 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, vol. 20(4), pages 311-320, August. [Downloadable!] (restricted)
  21. 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, vol. 104(5), pages 869-95, October. [Downloadable!] (restricted)
    Other versions:
  22. James J. Heckman, 1989. "Choosing Among Alternative Nonexperimental Methods for Estimating the Impact of Social Programs: The Case of Manpower Training," NBER Working Papers 2861, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
    Other versions:
  23. Angrist, Joshua D. & Krueger, Alan B., 1999. "Empirical strategies in labor economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 23, pages 1277-1366 Elsevier. [Downloadable!] (restricted)
    Other versions:
  24. Alan B. Krueger, 2003. "Economic Considerations and Class Size," Economic Journal, Royal Economic Society, vol. 113(485), pages F34-F63, February. [Downloadable!] (restricted)
    Other versions:
  25. Heckman, James J. & Lalonde, Robert J. & Smith, Jeffrey A., 1999. "The economics and econometrics of active labor market programs," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 31, pages 1865-2097 Elsevier. [Downloadable!] (restricted)
  26. Alderman, Harold, 2002. "Do local officials know something we don't? Decentralization of targeted transfers in Albania," Journal of Public Economics, Elsevier, vol. 83(3), pages 375-404, March. [Downloadable!] (restricted)
  27. Anne Case & Angus Deaton, 1999. "School Inputs And Educational Outcomes In South Africa," The Quarterly Journal of Economics, MIT Press, vol. 114(3), pages 1047-1084, August. [Downloadable!] (restricted)
Full references

Statistics
Access and download statistics

Did you know? Want to help out with this project? Look for volunteer opportunities.

This page was last updated on 2008-10-3.

This information is provided to you by IDEAS at the Department of Economics, College of Liberal Arts and Sciences, University of Connecticut using RePEc data on a server sponsored by the Society for Economic Dynamics.