IDEAS home Printed from https://ideas.repec.org/a/eee/chieco/v70y2021ics1043951x21001188.html
   My bibliography  Save this article

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

Author

Listed:
  • 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
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1043951X21001188
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.chieco.2021.101700?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    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, September.
    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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. 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).
    2. Elsayed, Ahmed & Shirshikova, Alina, 2023. "The Women Empowering Effect of Higher Education," IZA Discussion Papers 16069, Institute of Labor Economics (IZA).
    3. 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.
    4. 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).
    5. Bollinger, Christopher & Ding, Xiaozhou & Lugauer, Steven, 2022. "The expansion of higher education and household saving in China," China Economic Review, Elsevier, vol. 71(C).
    6. Elsayed, Ahmed & Shirshikova, Alina, 2023. "The women-empowering effect of higher education," Journal of Development Economics, Elsevier, vol. 163(C).

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Feng, Shuaizhang & Xia, Xiaoyu, 2022. "Heterogeneous firm responses to increases in high-skilled workers: Evidence from China's college enrollment expansion," China Economic Review, Elsevier, vol. 73(C).
    2. Hendricks, Lutz & Schoellman, Todd, 2014. "Student abilities during the expansion of US education," Journal of Monetary Economics, Elsevier, vol. 63(C), pages 19-36.
    3. Huang, Bin & Zhu, Yu, 2020. "Higher Education Expansion, the Hukou System, and Returns to Education in China," IZA Discussion Papers 12954, Institute of Labor Economics (IZA).
    4. Fengyan Dai & Fang Cai & Yu Zhu, 2022. "Returns to higher education in China – evidence from the 1999 higher education expansion using a fuzzy regression discontinuity," Applied Economics Letters, Taylor & Francis Journals, vol. 29(6), pages 489-494, March.
    5. Huang, Bin & Tani, Massimiliano & Wei, Yi & Zhu, Yu, 2022. "Returns to education in China: Evidence from the great higher education expansion," China Economic Review, Elsevier, vol. 74(C).
    6. 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).
    7. Shuaizhang Feng & Xiaoyu Xia, 2018. "Endogenous skill-biased technology adoption: Evidence from China's college enrollment expansion program," Working Papers 2018-099, Human Capital and Economic Opportunity Working Group.
    8. Angel de la Fuente & Antonio Ciccone, 2003. "Human capital in a global and knowledge-based economy," UFAE and IAE Working Papers 562.03, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    9. Björn Gustafsson & Haiyuan Wan, 2018. "Wage growth and inequality in urban China: 1988–2013," WIDER Working Paper Series 163, World Institute for Development Economic Research (UNU-WIDER).
    10. Zeynep Elitas & Hakan Ercan & Semih Tumen, 2015. "Reassessing the trends in the relative supply of college-equivalent workers in the U.S.: a selection-correction approach," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(2), pages 249-273, June.
    11. 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.
    12. Ariell Reshef, 2013. "Is Technological Change Biased Towards the Unskilled in Services? An Empirical Investigation," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(2), pages 312-331, April.
    13. Qiao Wen, 2022. "Trends in College–High School Wage Differentials in China: The Role of Cohort-Specific Labor Supply Shift," Sustainability, MDPI, vol. 14(24), pages 1-23, December.
    14. Elena Crivellaro, 2012. "Returns To College Over Time: Trends In Europe In The Last 15 Years. Stuck On The Puzzle," "Marco Fanno" Working Papers 0146, Dipartimento di Scienze Economiche "Marco Fanno".
    15. Elena Crivellaro, 2014. "College wage premium over time: trends in Europe in the last 15 years," Working Papers 2014:03, Department of Economics, University of Venice "Ca' Foscari".
    16. Pedro Carneiro & Sokbae (Simon) Lee, 2005. "Ability, sorting and wage inequality," CeMMAP working papers CWP16/05, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    17. Xing, Chunbing & Li, Shi, 2012. "Residual wage inequality in urban China, 1995–2007," China Economic Review, Elsevier, vol. 23(2), pages 205-222.
    18. Björn Gustafsson & Haiyuan Wan, 2018. "Wage growth and inequality in urban China: 1988-2013," WIDER Working Paper Series wp-2018-163, World Institute for Development Economic Research (UNU-WIDER).
    19. T. Gries & R. Grundmann & I. Palnau & M. Redlin, 2017. "Innovations, growth and participation in advanced economies - a review of major concepts and findings," International Economics and Economic Policy, Springer, vol. 14(2), pages 293-351, April.
    20. Verdugo, Gregory, 2014. "The great compression of the French wage structure, 1969–2008," Labour Economics, Elsevier, vol. 28(C), pages 131-144.

    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

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:chieco:v:70:y:2021:i:c:s1043951x21001188. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/chieco .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.