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Returns to schooling for urban and migrant workers in China: a detailed investigation

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  • Chris Sakellariou
  • Zheng Fang

Abstract

We use a new data set, the 2009 Rural Urban Migration in China (RUMiC) to estimate returns to schooling in China using instrumental variable (IV) estimation. After identifying a set of instruments, we conduct comprehensive validity and relevance testing of different combinations of instruments as well as robustness analysis of our estimates for rural-to-urban migrants and urban residents in China. We find that our point estimates are in the 6-9% range for urban workers compared to 7-8% for migrant workers. Returns for men (at 8-9%) are slightly higher than for women (at 6-7%). Thus, private returns to education in urban China in 2009 were not as high as other transition and developing countries, but substantial and have increased over time. Comparing OLS and IV estimates, we also find that the attenuation bias due to measurement error is generally large and more important in the migrant sample compared to the urban sample.

Suggested Citation

  • Chris Sakellariou & Zheng Fang, 2016. "Returns to schooling for urban and migrant workers in China: a detailed investigation," Applied Economics, Taylor & Francis Journals, vol. 48(8), pages 684-700, February.
    • Handle: RePEc:taf:applec:v:48:y:2016:i:8:p:684-700
    DOI: 10.1080/00036846.2015.1085642
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    References listed on IDEAS

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    1. Fleisher, Belton M. & Wang, Xiaojun, 2005. "Returns to schooling in China under planning and reform," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 265-277, June.
    2. Trostel, Philip & Walker, Ian & Woolley, Paul, 2002. "Estimates of the economic return to schooling for 28 countries," Labour Economics, Elsevier, vol. 9(1), pages 1-16, February.
    3. CHEN, Guifu & HAMORI, Shigeyuki, 2009. "Economic returns to schooling in urban China: OLS and the instrumental variables approach," China Economic Review, Elsevier, vol. 20(2), pages 143-152, June.
    4. repec:ucn:wpaper:10197/1101 is not listed on IDEAS
    5. Harmon, Colm & Hogan, Vincent & Walker, Ian, 2003. "Dispersion in the economic return to schooling," Labour Economics, Elsevier, vol. 10(2), pages 205-214, April.
    6. Michael P. Murray, 2006. "Avoiding Invalid Instruments and Coping with Weak Instruments," Journal of Economic Perspectives, American Economic Association, vol. 20(4), pages 111-132, Fall.
    7. Li, Haizheng, 2003. "Economic transition and returns to education in China," Economics of Education Review, Elsevier, vol. 22(3), pages 317-328, June.
    8. Meng, Xin & Kidd, Michael P., 1997. "Labor Market Reform and the Changing Structure of Wage Determination in China's State Sector during the 1980s," Journal of Comparative Economics, Elsevier, vol. 25(3), pages 403-421, December.
    9. Ashish Lall & Chris Sakellariou, 2010. "Evolution of Education Premiums in Cambodia: 1997–2007," Asian Economic Journal, East Asian Economic Association, vol. 24(4), pages 333-354, December.
    10. Zhang, Junsen & Zhao, Yaohui & Park, Albert & Song, Xiaoqing, 2005. "Economic returns to schooling in urban China, 1988 to 2001," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 730-752, December.
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    Cited by:

    1. Yao, Yao & Chen, George S. & Salim, Ruhul & Yu, Xiaojun, 2018. "Schooling returns for migrant workers in China: Estimations from the perspective of the institutional environment in a rural setting," China Economic Review, Elsevier, vol. 51(C), pages 240-256.
    2. M Niaz Asadullah & Saizi Xiao, 2019. "Labor Market Returns to Education and English Language Skills in the People's Republic of China: An Update," Asian Development Review, MIT Press, vol. 36(1), pages 80-111, March.

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