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Selection bias, comparative advantage and heterogeneous returns to education: Evidence from China in 2000

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Author Info
Heckman, James () (Department of Economics, University of Chicago)
Li, Xuesong () (Institute of Quantitative & Tecnical Economics (IQTE), Chinese Academy of Social Sciences (CASS))

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Abstract

This paper uses newly available Chinese micro data to estimate the return to college education for late 20th century China when allowing for heterogeneous returns among individuals selecting into schooling based on these differences. We use recently developed semiparametric methods to identify the parameters of interest. We demonstrate that heterogeneity among people in returns to schooling is substantial. People sort into schooling on the basis of the principle of comparative advantage, which we document to be an empirically important phenomenon in modern Chinese labor markets. Standard least squares or instrumental variable methods do not properly account for this sorting. Using new methods that do, we estimate the effect on earnings of sending a randomly selected person to college is a 43 % increase in lifetime earnings (nearly 11 % annually) in 2000 for young people in urban areas of six provinces of China. The effect of college on those who go is 13 %. Our evidence, and simple least squares evidence, suggests that after 20-plus years of economic reform with market orientation, the return to education has increased substantially in China, compared to the returns measured in the 1980’s and the early 1990’s.

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Publisher Info
Paper provided by IFAU - Institute for Labour Market Policy Evaluation in its series Working Paper Series with number 2003:17.

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Length: 29 pages
Date of creation: 08 May 2003
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Publication status: Published in Pacific Economic Review, Special issue, 2004, pages 155-171.
Handle: RePEc:hhs:ifauwp:2003_017

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Related research
Keywords: Education; returns to education;

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Find related papers by JEL classification:
C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models

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. Heckman, James J. & Lochner, Lance J. & Todd, Petra E., 2003. "Fifty Years of Mincer Earnings Regressions," IZA Discussion Papers 775, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  2. Carneiro, Pedro & Heckman, James J., 2002. "The Evidence on Credit Constraints in Post-Secondary Schooling," IZA Discussion Papers 518, Institute for the Study of Labor (IZA). [Downloadable!]
    Other versions:
  3. Heckman, James & Navarro-Lozano, Salvador, 2003. "Using matching, instrumental variables and control functions to estimate economic choice models," Working Paper Series 2003:4, IFAU - Institute for Labour Market Policy Evaluation. [Downloadable!]
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  4. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January. [Downloadable!] (restricted)
  5. James J. Heckman & Edward J. Vytlacil, 2000. "Local Instrumental Variables," NBER Technical Working Papers 0252, National Bureau of Economic Research, Inc. [Downloadable!] (restricted)
  6. Bjorklund, Anders & Moffitt, Robert, 1987. "The Estimation of Wage Gains and Welfare Gains in Self-selection," The Review of Economics and Statistics, MIT Press, vol. 69(1), pages 42-49, February. [Downloadable!] (restricted)
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Cited by:
(explanations, 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. Tavneet Suri, 2006. "Selection and Comparative Advantage in Technology Adoption," Working Papers 944, Economic Growth Center, Yale University. [Downloadable!]
  2. Hongbin Li & Pak Wai Liu & Ning Ma & Junsen Zhang, 2005. "Does Education Pay in Urban China? Estimating Returns to Education Using Twins," Discussion Papers 00013, Chinese University of Hong Kong, Department of Economics. [Downloadable!]
  3. Shuang LI & Ming LU & Hiroshi Sato, 2008. "The Value of Power in China: How Do Party Membership and Social Networks Affect Pay in Different Ownership Sectors?," Global COE Hi-Stat Discussion Paper Series gd08-011, Institute of Economic Research, Hitotsubashi University. [Downloadable!]
  4. Luo, Xubei & Zhu, Nong, 2008. "Rising income inequality in China : a race to the top," Policy Research Working Paper Series 4700, The World Bank. [Downloadable!]
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