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Returns to Education in China: Evidence from the Great Higher Education Expansion

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  • Huang, Bin
  • Tani, Massimiliano
  • Wei, Yi
  • Zhu, Yu

Abstract

China experienced a near 5-fold increase in annual Higher Education (HE) enrolment in the decade starting in 1999. Using the China Household Finance Survey, we show that the Great HE Expansion has exacerbated a large pre-existing urban-rural gap in educational attainment underpinned by the hukou (household registration) system. We instrument the years of schooling with the interaction between urban hukou status during childhood and the timing of the expansion - in essence a difference-in-differences estimator using rural students to control for common time trends. We find that the Great HE raised earnings by 17% for men and 12% for women respectively, allowing for county fixed-effects. These Two Stage Least Squares (2SLS) estimates, which are robust to additional controls for hukou status at birth fully interacted with birth hukou province, can be interpreted as the Local Average Treatment Effect (LATE) of education on earnings for urban students who enrolled in HE only because of the Great HE Expansion. For the selected subsample of respondents with parental education information, we find that the 2SLS returns for students from more disadvantaged backgrounds are at least as high as their more advantaged counterparts, for both genders.

Suggested Citation

  • Huang, Bin & Tani, Massimiliano & Wei, Yi & Zhu, Yu, 2022. "Returns to Education in China: Evidence from the Great Higher Education Expansion," GLO Discussion Paper Series 1092, Global Labor Organization (GLO).
  • Handle: RePEc:zbw:glodps:1092
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    as
    1. Guo, Yumei & Song, Yang & Chen, Qianmiao, 2019. "Impacts of education policies on intergenerational education mobility in China," China Economic Review, Elsevier, vol. 55(C), pages 124-142.
    2. David Card & Thomas Lemieux, 2001. "Can Falling Supply Explain the Rising Return to College for Younger Men? A Cohort-Based Analysis," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 116(2), pages 705-746.
    3. Ian Walker & Yu Zhu, 2008. "The College Wage Premium and the Expansion of Higher Education in the UK," Scandinavian Journal of Economics, Wiley Blackwell, vol. 110(4), pages 695-709, December.
    4. Dai, Fengyan & Xu, Lei & Zhu, Yu, 2022. "Higher education expansion and supply of teachers in China," China Economic Review, Elsevier, vol. 71(C).
    5. Sefa Awaworyi Churchill & Vinod Mishra, 2018. "Returns to education in China: a meta-analysis," Applied Economics, Taylor & Francis Journals, vol. 50(54), pages 5903-5919, November.
    6. Yi Che & Lei Zhang, 2018. "Human Capital, Technology Adoption and Firm Performance: Impacts of China's Higher Education Expansion in the Late 1990s," Economic Journal, Royal Economic Society, vol. 128(614), pages 2282-2320, September.
    7. Li, Shi & Whalley, John & Xing, Chunbing, 2014. "China's higher education expansion and unemployment of college graduates," China Economic Review, Elsevier, vol. 30(C), pages 567-582.
    8. Cui, Ying & Liu, Hong & Zhao, Liqiu, 2019. "Mother's education and child development: Evidence from the compulsory school reform in China," Journal of Comparative Economics, Elsevier, vol. 47(3), pages 669-692.
    9. Fei Wang & Liqiu Zhao & Zhong Zhao, 2017. "China’s family planning policies and their labor market consequences," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(1), pages 31-68, January.
    10. Kang, Lili & Peng, Fei & Zhu, Yu, 2018. "Returns to higher education subjects and tiers in China - Evidence from the China Family Panel Studies," GLO Discussion Paper Series 238, Global Labor Organization (GLO).
    11. Min Zhu, 2014. "College admissions in China: A mechanism design perspective," Post-Print halshs-00871352, HAL.
    12. George Psacharopoulos & Harry Anthony Patrinos, 2018. "Returns to investment in education: a decennial review of the global literature," Education Economics, Taylor & Francis Journals, vol. 26(5), pages 445-458, September.
    13. Tani, Massimiliano & Xu, Lei & Zhu, Yu, 2021. "The impact of an un(der)funded inclusive education policy: Evidence from the 2013 China education panel survey," Journal of Economic Behavior & Organization, Elsevier, vol. 190(C), pages 768-784.
    14. Richard Blundell & David A. Green & Wenchao (Michelle) Jin, 2016. "The UK wage premium puzzle: how did a large increase in university graduates leave the education premium unchanged?," IFS Working Papers W16/01, Institute for Fiscal Studies.
    15. Nie, Haifeng & Xing, Chunbing, 2019. "Education expansion, assortative marriage, and income inequality in China," China Economic Review, Elsevier, vol. 55(C), pages 37-51.
    16. Abigail Wozniak, 2010. "Are College Graduates More Responsive to Distant Labor Market Opportunities?," Journal of Human Resources, University of Wisconsin Press, vol. 45(4), pages 944-970.
    17. Li, Hongbin & Ma, Yueyuan & Meng, Lingsheng & Qiao, Xue & Shi, Xinzheng, 2017. "Skill complementarities and returns to higher education: Evidence from college enrollment expansion in China," China Economic Review, Elsevier, vol. 46(C), pages 10-26.
    18. Xin Meng, 2012. "Labor Market Outcomes and Reforms in China," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 75-102, Fall.
    19. Liang, Yinhe & Dong, Zhiyong, 2019. "Has education led to secularization? Based on the study of compulsory education law in China," China Economic Review, Elsevier, vol. 54(C), pages 324-336.
    20. Blundell, Richard, et al, 2000. "The Returns to Higher Education in Britain: Evidence from a British Cohort," Economic Journal, Royal Economic Society, vol. 110(461), pages 82-99, February.
    21. Dongshu Ou & Yuna Hou, 2019. "Bigger Pie, Bigger Slice? The Impact of Higher Education Expansion on Educational Opportunity in China," Research in Higher Education, Springer;Association for Institutional Research, vol. 60(3), pages 358-391, May.
    22. Zhu, Min, 2014. "College admissions in China: A mechanism design perspective," China Economic Review, Elsevier, vol. 30(C), pages 618-631.
    23. David Card & John E. DiNardo, 2002. "Skill-Biased Technological Change and Rising Wage Inequality: Some Problems and Puzzles," Journal of Labor Economics, University of Chicago Press, vol. 20(4), pages 733-783, October.
    24. World Bank, 2018. "World Development Report 2018 [Rapport sur le développement dans le monde 2018]," World Bank Publications - Books, The World Bank Group, number 28340, December.
    25. Xie, Gang & Zhang, Lei, 2022. "Effects of school closure on household labor supply: Evidence from rural China," China Economic Review, Elsevier, vol. 71(C).
    26. Royston, Patrick & White, Ian R., 2011. "Multiple Imputation by Chained Equations (MICE): Implementation in Stata," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 45(i04).
    27. Colm Harmon & Hessel Oosterbeek & Ian Walker, 2003. "The Returns to Education: Microeconomics," Journal of Economic Surveys, Wiley Blackwell, vol. 17(2), pages 115-156, April.
    28. Jacob Mincer, 1958. "Investment in Human Capital and Personal Income Distribution," Journal of Political Economy, University of Chicago Press, vol. 66(4), pages 281-281.
    29. Xing, Chunbing & Yang, Peng & Li, Zhilong, 2018. "The medium-run effect of China's higher education expansion on the unemployment of college graduates," China Economic Review, Elsevier, vol. 51(C), pages 181-193.
    30. Zhao, Guochang & Ye, Jingjing & Li, Zhengyang & Xue, Sen, 2017. "How and why do Chinese urban students outperform their rural counterparts?," China Economic Review, Elsevier, vol. 45(C), pages 103-123.
    31. Weng, Qian & Gao, Xia & He, Haoran & Li, Shi, 2019. "Family size, birth order and educational attainment: Evidence from China," China Economic Review, Elsevier, vol. 57(C).
    32. Wu, Jia & Wei, Xiangdong & Zhang, Hongliang & Zhou, Xiang, 2019. "Elite schools, magnet classes, and academic performances: Regression-discontinuity evidence from China," China Economic Review, Elsevier, vol. 55(C), pages 143-167.
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    More about this item

    Keywords

    returns to education; 2SLS; higher education expansion; China;
    All these keywords.

    JEL classification:

    • I26 - Health, Education, and Welfare - - Education - - - Returns to Education
    • I23 - Health, Education, and Welfare - - Education - - - Higher Education; Research Institutions

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