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Instrument Choice and the Returns to Education: New Evidence from Vietnam

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Author Info
Jean-Louis Arcand (CERDI-CNRS, University of Auvergne & European Development Network)
Béatrice d'Hombres (CERDI-CNRS, University of Auvergne & University of Padua)
Paul Gyselinck (CERDI-CNRS, University of Auvergne)

Additional information is available for the following registered author(s):

Abstract

This paper focuses on instrument choice while consistently estimating the returns to education in Vietnam. Using data culled from the 2 rounds of the Vietnam Living Standards Survey (VLSS), we explore different sets of exogenous instruments that rely on demand and supply side sources of variation in schooling as well as the matrix of instruments proposed by Hausman and Taylor (1981). Instrument validity tests suggest that many variables do not satisfy the necessary conditions allowing them to be used as instruments. As in several studies, we find that IV estimates of the returns to education are substantially higher than the corresponding OLS estimate. We show how the Hausman-Taylor matrix of instruments, when combined with other instruments, may be a useful way of consistently estimating an average return to education rather than a local average treatment effect (Angrist, 1994).

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Publisher Info
Paper provided by EconWPA in its series Labor and Demography with number 0510011.

Download reference. The following formats are available: HTML (with abstract), plain text (with abstract), BibTeX, RIS (EndNote, RefMan, ProCite), ReDIF
Length: 22 pages
Date of creation: 11 Oct 2005
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Handle: RePEc:wpa:wuwpla:0510011

Note: Type of Document - pdf; pages: 22
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Web page: http://129.3.20.41

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Related research
Keywords: ate of return; instrumental variables procedures; Instrument choice; Hausman-Taylor estimator; Hahn-Hausman test; Vietnam;

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Find related papers by JEL classification:
J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
I21 - Health, Education, and Welfare - - Education - - - Analysis of Education
C30 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - General

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  1. Ichino, Andrea & Winter-Ebmer, Rudolf, 1999. "Lower and upper bounds of returns to schooling: An exercise in IV estimation with different instruments," European Economic Review, Elsevier, vol. 43(4-6), pages 889-901, April. [Downloadable!] (restricted)
    Other versions:
  2. Glewwe, Paul & Patrinos, Harry Anthony, 1999. "The Role of the Private Sector in Education in Vietnam: Evidence From the Vietnam Living Standards Survey," World Development, Elsevier, vol. 27(5), pages 887-902, May. [Downloadable!] (restricted)
  3. Costas Meghir & Mårten Palme, 1999. "Assessing the effect of schooling on earnings using a social experiment," IFS Working Papers W99/10, Institute for Fiscal Studies. [Downloadable!]
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  4. Breusch, Trevor S & Mizon, Grayham E & Schmidt, Peter, 1989. "Efficient Estimation Using Panel Data," Econometrica, Econometric Society, vol. 57(3), pages 695-700, May. [Downloadable!] (restricted)
  5. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2002. "Instrumental variables and GMM: Estimation and testing," Boston College Working Papers in Economics 545, Boston College Department of Economics, revised 14 Feb 2003. [Downloadable!]
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  6. Donald, Stephen G & Newey, Whitney K, 2001. "Choosing the Number of Instruments," Econometrica, Econometric Society, vol. 69(5), pages 1161-91, September.
  7. Dominique van de Walle, 2003. "Are Returns to Investment Lower for the Poor? Human and Physical Capital Interactions in Rural Vietnam," Review of Development Economics, Blackwell Publishing, vol. 7(4), pages 636-653, November. [Downloadable!] (restricted)
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  8. Angrist, Joshua D & Krueger, Alan B, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, MIT Press, vol. 106(4), pages 979-1014, November. [Downloadable!] (restricted)
    Other versions:
  9. Orley Ashenfelter & Colm Harmon & Hessel Oosterbeek, 2000. "A Review of Estimates of the Schooling/Earnings Relationship, with Tests for Publication Bias," NBER Working Papers 7457, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
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  10. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
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  11. van de Walle, Dominique & Gunewardena, Dileni, 2001. "Sources of ethnic inequality in Viet Nam," Journal of Development Economics, Elsevier, vol. 65(1), pages 177-207, June. [Downloadable!] (restricted)
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  12. Minot, Nicholas & Baulch, Bob, 2002. "The spatial distribution of poverty in Vietnam and the potential for targeting," MSSD discussion papers 42, International Food Policy Research Institute (IFPRI). [Downloadable!]
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  13. Buse, A, 1992. "The Bias of Instrumental Variable Estimators," Econometrica, Econometric Society, vol. 60(1), pages 173-80, January. [Downloadable!] (restricted)
  14. Bound, John & Solon, Gary, 1999. "Double trouble: on the value of twins-based estimation of the return to schooling," Economics of Education Review, Elsevier, vol. 18(2), pages 169-182, April. [Downloadable!] (restricted)
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  15. Harmon, Colm & Walker, Ian, 1995. "Estimates of the Economic Return to Schooling for the United Kingdom," American Economic Review, American Economic Association, vol. 85(5), pages 1278-86, December. [Downloadable!] (restricted)
  16. Ashenfelter, Orley & Krueger, Alan B, 1994. "Estimates of the Economic Returns to Schooling from a New Sample of Twins," American Economic Review, American Economic Association, vol. 84(5), pages 1157-73, December. [Downloadable!] (restricted)
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  17. Behrman, Jere R & Rosenzweig, Mark R & Taubman, Paul, 1994. "Endowments and the Allocation of Schooling in the Family and in the Marriage Market: The Twins Experiment," Journal of Political Economy, University of Chicago Press, vol. 102(6), pages 1131-74, December. [Downloadable!] (restricted)
  18. Moock, Peter R. & Patrinos, Harry Anthony & Venkataraman, Meera, 2003. "Education and earnings in a transition economy: the case of Vietnam," Economics of Education Review, Elsevier, vol. 22(5), pages 503-510, October. [Downloadable!] (restricted)
  19. Orazem, Peter F. & Vodopivec, Milan, 1997. "Value of human capital in transition to market: Evidence from Slovenia," European Economic Review, Elsevier, vol. 41(3-5), pages 893-903, April. [Downloadable!] (restricted)
  20. Fersterer, Josef & Winter-Ebmer, Rudolf, 2000. "Smoking, Discount Rates, and Returns to Education," IZA Discussion Papers 126, Institute for the Study of Labor (IZA). [Downloadable!]
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  21. Amemiya, Takeshi & MaCurdy, Thomas E, 1986. "Instrumental-Variable Estimation of an Error-Components Model," Econometrica, Econometric Society, vol. 54(4), pages 869-80, July. [Downloadable!] (restricted)
  22. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January. [Downloadable!] (restricted)
  23. Callan, Tim & Harmon, Colm, 1999. "The economic return to schooling in Ireland," Labour Economics, Elsevier, vol. 6(4), pages 543-550, November. [Downloadable!] (restricted)
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  24. Boissiere, M & Knight, J B & Sabot, R H, 1985. "Earnings, Schooling, Ability, and Cognitive Skills," American Economic Review, American Economic Association, vol. 75(5), pages 1016-30, December. [Downloadable!] (restricted)
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