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Effects of cohort size on college premium: Evidence from China's higher education expansion

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  • Hu, Chenxu
  • Bollinger, Christopher

Abstract

In this paper, we document the lesser-known heterogeneous trends of college/non-college earnings premium across age groups from 1995 to 2013 in China. Specifically, the college premium in 2013 for the younger group (age 25–34) was about 30 percentage points, similar to the level in 1995, while the college premium in 2013 for the older group (age 45–54) increased to 50 percentage points, nearly double that of 1995. To attribute these divergent trends of the college premium to the changes in the relative size of college workers, we use the model by Card and Lemieux (2001), which incorporates imperfect substitution between similarly educated workers in different age cohorts. Due to the distinctions of these trends in China, our identification is free of the overestimation issue that the existing studies suffer. Our results are similar to those in the U.S., U.K., Canada, and Japan. Holding the age cohort and survey year constant, a one unit increase in log relative size of college workers is associated with about 10 percentage points decrease in college/non-college premium and about 18 percentage points decrease in college/high school premium. We further find that the negative effect is much more substantial among the new entrants (age 25–29) than experienced workers (age 30–54). By this pattern, we demonstrate that the new labor market entrants are more sensitive to their own cohort size and argue that the confounding ability composition effect should not be a serious issue.

Suggested Citation

  • Hu, Chenxu & Bollinger, Christopher, 2021. "Effects of cohort size on college premium: Evidence from China's higher education expansion," China Economic Review, Elsevier, vol. 70(C).
  • Handle: RePEc:eee:chieco:v:70:y:2021:i:c:s1043951x21001188
    DOI: 10.1016/j.chieco.2021.101700
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    1. 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.
    2. Chay, Kenneth Y. & Lee, David S., 2000. "Changes in relative wages in the 1980s Returns to observed and unobserved skills and black-white wage differentials," Journal of Econometrics, Elsevier, vol. 99(1), pages 1-38, November.
    3. Ge, Suqin & Yang, Dennis Tao, 2011. "Labor market developments in China: A neoclassical view," China Economic Review, Elsevier, vol. 22(4), pages 611-625.
    4. 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.
    5. Alan B. Krueger, 1993. "How Computers Have Changed the Wage Structure: Evidence from Microdata, 1984–1989," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 108(1), pages 33-60.
    6. 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.
    7. Gustafsson,Björn A. & Shi,Li & Sicular,Terry (ed.), 2008. "Inequality and Public Policy in China," Cambridge Books, Cambridge University Press, number 9780521870450.
    8. Meng, Xin & Shen, Kailing & Xue, Sen, 2013. "Economic reform, education expansion, and earnings inequality for urban males in China, 1988–2009," Journal of Comparative Economics, Elsevier, vol. 41(1), pages 227-244.
    9. Xin Meng, 2012. "Labor Market Outcomes and Reforms in China," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 75-102, Fall.
    10. Katz, Lawrence F. & Autor, David H., 1999. "Changes in the wage structure and earnings inequality," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 26, pages 1463-1555, Elsevier.
    11. Kawaguchi, Daiji & Mori, Yuko, 2016. "Why has wage inequality evolved so differently between Japan and the US? The role of the supply of college-educated workers," Economics of Education Review, Elsevier, vol. 52(C), pages 29-50.
    12. Knight, John & Deng, Quheng & Li, Shi, 2017. "China’s expansion of higher education: The labour market consequences of a supply shock," China Economic Review, Elsevier, vol. 43(C), pages 127-141.
    13. repec:wyi:journl:002165 is not listed on IDEAS
    14. Lillard, Lee A, 1977. "Inequality: Earnings vs. Human Wealth," American Economic Review, American Economic Association, vol. 67(2), pages 42-53, March.
    15. Chinhui Juhn & Dae Il Kim & Francis Vella, 2005. "The Expansion of College Education in the United States: Is There Evidence of Declining Cohort Quality?," Economic Inquiry, Western Economic Association International, vol. 43(2), pages 303-315, April.
    16. Giorgio Brunello, 2010. "The effects of cohort size on European earnings," Journal of Population Economics, Springer;European Society for Population Economics, vol. 23(1), pages 273-290, January.
    17. Christopher R. Taber, 2001. "The Rising College Premium in the Eighties: Return to College or Return to Unobserved Ability?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 68(3), pages 665-691.
    18. Wang, Le, 2012. "Economic transition and college premium in urban China," China Economic Review, Elsevier, vol. 23(2), pages 238-252.
    19. Jeff Grogger & Eric Eide, 1995. "Changes in College Skills and the Rise in the College Wage Premium," Journal of Human Resources, University of Wisconsin Press, vol. 30(2), pages 280-310.
    20. Welch, Finis, 1979. "Effects of Cohort Size on Earnings: The Baby Boom Babies' Financial Bust," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 65-97, October.
    21. 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.
    22. Carneiro, Pedro & Lee, Sokbae, 2009. "Estimating distributions of potential outcomes using local instrumental variables with an application to changes in college enrollment and wage inequality," Journal of Econometrics, Elsevier, vol. 149(2), pages 191-208, April.
    23. Pedro Carneiro & Sokbae Lee, 2011. "Trends in Quality-Adjusted Skill Premia in the United States, 1960-2000," American Economic Review, American Economic Association, vol. 101(6), pages 2309-2349, October.
    24. 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.
    25. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    26. Daron Acemoglu, 2002. "Technical Change, Inequality, and the Labor Market," Journal of Economic Literature, American Economic Association, vol. 40(1), pages 7-72, March.
    27. Wang, Xiaojun & Fleisher, Belton M. & Li, Haizheng & Li, Shi, 2014. "Access to college and heterogeneous returns to education in China," Economics of Education Review, Elsevier, vol. 42(C), pages 78-92.
    28. Robert Feenstra & Gordon Hanson, 2001. "Global Production Sharing and Rising Inequality: A Survey of Trade and Wages," NBER Working Papers 8372, National Bureau of Economic Research, Inc.
    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.
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    Cited by:

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    2. Sun, Shengmin & Chen, Jiawei & Chen, Jiaying, 2023. "Cohort crowding in education and employment: Evidence from China's compulsory education law," Journal of Economic Behavior & Organization, Elsevier, vol. 210(C), pages 391-411.
    3. Duan, Yide & Zhang, Haotian & Wang, Wenfu & Ao, Xiaoyan, 2022. "The effects of China's higher education expansion on urban and rural intergenerational mobility," China Economic Review, Elsevier, vol. 73(C).
    4. Bollinger, Christopher & Ding, Xiaozhou & Lugauer, Steven, 2022. "The expansion of higher education and household saving in China," China Economic Review, Elsevier, vol. 71(C).
    5. Hao, Zedong & Wang, Yun, 2022. "Education signaling, effort investments, and the market's expectations: Theory and experiment on China's higher education expansion," China Economic Review, Elsevier, vol. 75(C).
    6. Elsayed, Ahmed & Shirshikova, Alina, 2023. "The women-empowering effect of higher education," Journal of Development Economics, Elsevier, vol. 163(C).

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    More about this item

    Keywords

    College premium; Cohort size effect; Trends; Imperfect substitution;
    All these keywords.

    JEL classification:

    • J11 - Labor and Demographic Economics - - Demographic Economics - - - Demographic Trends, Macroeconomic Effects, and Forecasts
    • J20 - Labor and Demographic Economics - - Demand and Supply of Labor - - - General
    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials

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