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Schooling and labor market impacts of a natural policy experiment

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  • Patrinos, Harry Anthony
  • Sakellariou, Chris

Abstract

The authors use a nationally representative household survey to estimate returns to schooling in Venezuela from instrumental variables based on a supply-side intervention in the education market. These estimates apply to a subgroup of liquidity-constrained individuals, in the spirit of the Local Average Treatment Effect (LATE) literature. Returns to schooling estimates which apply to a subgroup of individuals affected by the policy intervention may be more interesting from a policy perspective than the return to the"average"individual. The authors use an instrument based on the 1980 education reform (the Organic Law of Education) which provided for nine years of compulsory basic education. They also obtain alternative estimates using father's education as an instrument, in an attempt to derive high and low estimates of returns to schooling in Venezuela. The estimates are consistent with recent findings suggesting that the effect of education, at least for certain subgroups affected by a policy intervention, is as large, or larger than what is suggested by OLS estimates.

Suggested Citation

  • Patrinos, Harry Anthony & Sakellariou, Chris, 2004. "Schooling and labor market impacts of a natural policy experiment," Policy Research Working Paper Series 3460, The World Bank.
  • Handle: RePEc:wbk:wbrwps:3460
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    References listed on IDEAS

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    1. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2003. "Instrumental variables and GMM: Estimation and testing," Stata Journal, StataCorp LP, vol. 3(1), pages 1-31, March.
    2. Joshua D. Angrist & Alan B. Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 69-85, Fall.
    3. Hansen, Lars Peter, 1982. "Large Sample Properties of Generalized Method of Moments Estimators," Econometrica, Econometric Society, vol. 50(4), pages 1029-1054, July.
    4. Imbens, G. & Angrist, J.D., 1992. "Average Causal Response with Variable Treatment Intensity," Harvard Institute of Economic Research Working Papers 1611, Harvard - Institute of Economic Research.
    5. Esther Duflo, 2001. "Schooling and Labor Market Consequences of School Construction in Indonesia: Evidence from an Unusual Policy Experiment," American Economic Review, American Economic Association, vol. 91(4), pages 795-813, September.
    6. James J. Heckman & Edward Vytlacil, 2005. "Structural Equations, Treatment Effects, and Econometric Policy Evaluation," Econometrica, Econometric Society, vol. 73(3), pages 669-738, May.
    7. George Psacharopoulos & Harry Anthony Patrinos, 2004. "Returns to investment in education: a further update," Education Economics, Taylor & Francis Journals, vol. 12(2), pages 111-134.
    8. Kevin J Denny & Colm P Harmon, 2000. "Education Policy Reform and the Return to Schooling from Instrumental Variables," Working Papers 200012, School of Economics, University College Dublin.
    9. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    10. Thomas J. Kane & Cecilia Elena Rouse & Douglas Staiger, 1999. "Estimating Returns to Schooling When Schooling is Misreported," NBER Working Papers 7235, National Bureau of Economic Research, Inc.
    11. Maluccio, John A., 1998. "Endogeneity of schooling in the wage function," FCND discussion papers 54, International Food Policy Research Institute (IFPRI).
    12. Imbens, Guido W & Angrist, Joshua D, 1994. "Identification and Estimation of Local Average Treatment Effects," Econometrica, Econometric Society, vol. 62(2), pages 467-475, March.
    13. James Heckman & Edward Vytlacil, 1998. "Instrumental Variables Methods for the Correlated Random Coefficient Model: Estimating the Average Rate of Return to Schooling When the Return is Correlated with Schooling," Journal of Human Resources, University of Wisconsin Press, vol. 33(4), pages 974-987.
    14. Richard Blundell & Lorraine Dearden & Barbara Sianesi, 2003. "Evaluating the impact of education on earnings in the UK: Models, methods and results from the NCDS," IFS Working Papers W03/20, Institute for Fiscal Studies.
    15. Card, David, 2001. "Estimating the Return to Schooling: Progress on Some Persistent Econometric Problems," Econometrica, Econometric Society, vol. 69(5), pages 1127-1160, September.
    16. James Heckman, 1997. "Instrumental Variables: A Study of Implicit Behavioral Assumptions Used in Making Program Evaluations," Journal of Human Resources, University of Wisconsin Press, vol. 32(3), pages 441-462.
    17. Wu, De-Min, 1973. "Alternative Tests of Independence Between Stochastic Regressors and Disturbances," Econometrica, Econometric Society, vol. 41(4), pages 733-750, July.
    18. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    19. James J. Heckman & Edward J. Vytlacil, 2000. "Local Instrumental Variables," NBER Technical Working Papers 0252, National Bureau of Economic Research, Inc.
    20. Joshua Angrist & Alan Krueger, 2001. "Instrumental Variables and the Search for Identification: From Supply and Demand to Natural Experiments," Working Papers 834, Princeton University, Department of Economics, Industrial Relations Section..
    21. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    22. Edward Vytlacil, 2002. "Independence, Monotonicity, and Latent Index Models: An Equivalence Result," Econometrica, Econometric Society, vol. 70(1), pages 331-341, January.
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    Cited by:

    1. Mayer-Foulkes, David, 2008. "The Human Development Trap in Mexico," World Development, Elsevier, vol. 36(5), pages 775-796, May.
    2. Emanuela di Gropello, 2006. "Meeting the Challenges of Secondary Education in Latin America and East Asia : Improving Efficiency and Resource Mobilization," World Bank Publications - Books, The World Bank Group, number 7173.
    3. Orazem, Peter & Glewwe, Paul & Patrinos, Harry, 2007. "The Benefits and Costs of Alternative Strategies to Improve Educational Outcomes," Staff General Research Papers Archive 12853, Iowa State University, Department of Economics.
    4. Najam, Rafiuddin & Patrinos, Harry Anthony & Kattan, Raja Bentaouet, 2024. "The Mis-Education of Women in Afghanistan: From Wage Premiums to Economic Losses," IZA Discussion Papers 17279, Institute of Labor Economics (IZA).
    5. Patrinos, Harry A. & Sakellariou, Chris, 2011. "Quality of Schooling, Returns to Schooling and the 1981 Vouchers Reform in Chile," World Development, Elsevier, vol. 39(12), pages 2245-2256.
    6. Marito Garcia & Jean Fares, 2008. "Youth in Africa's Labor Market," World Bank Publications - Books, The World Bank Group, number 6578.
    7. World Bank, 2004. "Sri Lanka - Reshaping Economic Geography : Connecting People to Prosperity," World Bank Publications - Books, The World Bank Group, number 21549.
    8. Harry Anthony Patrinos & George Psacharopoulos & Aysit Tansel, 2019. "GLOBALISATION AND GOVERNANCE: Returns to Investment in Education: The Case of Turkey," ERC Working Papers 1903, ERC - Economic Research Center, Middle East Technical University, revised Mar 2019.
    9. Harry Anthony Patrinos & George Psacharopoulos & Aysit Tansel, 2019. "Returns to Investment in Education: The Case of Turkey," Koç University-TUSIAD Economic Research Forum Working Papers 1906, Koc University-TUSIAD Economic Research Forum.
    10. Chuang, Yih-chyi & Lai, Wei-wen, 2010. "Heterogeneity, comparative advantage, and return to education: The case of Taiwan," Economics of Education Review, Elsevier, vol. 29(5), pages 804-812, October.
    11. Harry Patrinos & Suhas Parandekar & Ekaterina Melianova & Artem Volgin, 2020. "Returns to Education in the Russian Federation," World Bank Publications - Reports 33976, The World Bank Group.
    12. World Bank, 2005. "Mexico : Determinants of Learning Policy Note," World Bank Publications - Reports 8284, The World Bank Group.
    13. Ismail, Ramlee, 2007. "The Impact of Schooling Reform on Returns to Education in Malaysia," MPRA Paper 15021, University Library of Munich, Germany, revised 29 Jan 2008.
    14. Harry Anthony Patrinos & Chris Sakellariou, 2015. "Adult literacy, heterogeneity and returns to schooling in Chile," Education Economics, Taylor & Francis Journals, vol. 23(1), pages 122-136, February.
    15. Harry Anthony Patrinos & George Psacharopoulos & Aysit Tansel, 2019. "Returns to Investment in Education: The Case of Turkey," Koç University-TUSIAD Economic Research Forum Working Papers 1906, Koc University-TUSIAD Economic Research Forum.
    16. Binh Thi Thanh Dang & Trung Xuan Hoang, 2024. "The impact of compulsory primary education law on the educational attainment of children: Evidence from Vietnam," Asian Economic Journal, East Asian Economic Association, vol. 38(1), pages 118-147, March.

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