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Access to Higher Education and Inequality: The Chinese Experiment

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  • Wang, Xiaojun

    (University of Hawaii at Manoa)

  • Fleisher, Belton M.

    (Ohio State University)

  • Li, Haizheng

    (Georgia Institute of Technology)

  • Li, Shi

    (Beijing Normal University)

Abstract

We apply a semi-parametric latent variable model to estimate selection and sorting effects on the evolution of private returns to schooling for college graduates during China’s reform between 1988 and 2002. We find that there were substantial sorting gains under the traditional system, but they have decreased drastically and become negligible in the most recent data. We take this as evidence of growing influence of private financial constraints on decisions to attend college as tuition costs have risen and the relative importance of government subsidies has declined. The main policy implication of our results is that labor and education reform without concomitant capital market reform and government support for the financially disadvantaged exacerbates increases in inequality inherent in elimination of the traditional “wage-grid”.

Suggested Citation

  • Wang, Xiaojun & Fleisher, Belton M. & Li, Haizheng & Li, Shi, 2007. "Access to Higher Education and Inequality: The Chinese Experiment," IZA Discussion Papers 2823, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp2823
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    1. Willis, Robert J & Rosen, Sherwin, 1979. "Education and Self-Selection," Journal of Political Economy, University of Chicago Press, vol. 87(5), pages 7-36, October.
    2. Daniel Münich & Jan Svejnar & Katherine Terrell, 2005. "Returns to Human Capital Under The Communist Wage Grid and During the Transition to a Market Economy," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 100-123, February.
    3. Yang, Dennis Tao, 2005. "Determinants of schooling returns during transition: Evidence from Chinese cities," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 244-264, June.
    4. Heckman, James J., 2005. "China's human capital investment," China Economic Review, Elsevier, vol. 16(1), pages 50-70.
    5. Pedro Carneiro & James J. Heckman, 2002. "The Evidence on Credit Constraints in Post--secondary Schooling," Economic Journal, Royal Economic Society, vol. 112(482), pages 705-734, October.
    6. Pedro Carneiro & James J. Heckman & Edward J. Vytlacil, 2011. "Estimating Marginal Returns to Education," American Economic Review, American Economic Association, vol. 101(6), pages 2754-2781, October.
    7. Brainerd, Elizabeth, 1998. "Winners and Losers in Russia's Economic Transition," American Economic Review, American Economic Association, vol. 88(5), pages 1094-1116, December.
    8. Sangui Wang & Dwayne Benjamin & Loren Brandt & John Giles & Yingxing Li & Yun Li, 2007. "Inequality and Poverty in China during Reform," Working Papers PMMA 2007-07, PEP-PMMA.
    9. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    10. John Giles & Albert Park & Meiyan Wang, 2019. "The Great Proletarian Cultural Revolution, Disruptions to Education, and the Returns to Schooling in Urban China," Economic Development and Cultural Change, University of Chicago Press, vol. 68(1), pages 131-164.
    11. James Heckman & Hidehiko Ichimura & Jeffrey Smith & Petra Todd, 1998. "Characterizing Selection Bias Using Experimental Data," Econometrica, Econometric Society, vol. 66(5), pages 1017-1098, September.
    12. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    13. Li, Haizheng, 2003. "Economic transition and returns to education in China," Economics of Education Review, Elsevier, vol. 22(3), pages 317-328, June.
    14. 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.
    15. Meng,Xin, 2009. "Labour Market Reform in China," Cambridge Books, Cambridge University Press, number 9780521121118, September.
    16. Knight, John B & Song, Lina, 1991. "The Determinants of Urban Income Inequality in China," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 53(2), pages 123-154, May.
    17. repec:eee:labchp:v:1:y:1986:i:c:p:525-602 is not listed on IDEAS
    18. Fleisher, Belton M. & Sabirianova, Klara & Wang, Xiaojun, 2005. "Returns to skills and the speed of reforms: Evidence from Central and Eastern Europe, China, and Russia," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 351-370, June.
    19. Orley Ashenfelter & David J. Zimmerman, 1997. "Estimates Of The Returns To Schooling From Sibling Data: Fathers, Sons, And Brothers," The Review of Economics and Statistics, MIT Press, vol. 79(1), pages 1-9, February.
    20. James J. Heckman & Edward J. Vytlacil, 2000. "Local Instrumental Variables," NBER Technical Working Papers 0252, National Bureau of Economic Research, Inc.
    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. James J. Heckman & Sergio Urzua & Edward Vytlacil, 2006. "Understanding Instrumental Variables in Models with Essential Heterogeneity," The Review of Economics and Statistics, MIT Press, vol. 88(3), pages 389-432, August.
    23. Meng, Xin & Gregory, R G, 2002. "The Impact of Interrupted Education on Subsequent Educational Attainment: A Cost of the Chinese Cultural Revolution," Economic Development and Cultural Change, University of Chicago Press, vol. 50(4), pages 935-959, July.
    24. Griliches, Zvi, 1977. "Estimating the Returns to Schooling: Some Econometric Problems," Econometrica, Econometric Society, vol. 45(1), pages 1-22, January.
    25. 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.
    26. Fleisher, Belton M. & Chen, Jian, 1997. "The Coast-Noncoast Income Gap, Productivity, and Regional Economic Policy in China," Journal of Comparative Economics, Elsevier, vol. 25(2), pages 220-236, October.
    27. Yang, Dennis Tao, 2002. "What has caused regional inequality in China?," China Economic Review, Elsevier, vol. 13(4), pages 331-334, December.
    28. Jones, Derek C. & Ilayperuma Simon, Kosali, 2005. "Wage determination under plan and early transition: Bulgarian evidence using matched employer-employee data," Journal of Comparative Economics, Elsevier, vol. 33(2), pages 227-243, June.
    29. Hannum, Emily & Wang, Meiyan, 2006. "Geography and educational inequality in China," China Economic Review, Elsevier, vol. 17(3), pages 253-265.
    30. Fleisher, Belton M. & Wang, Xiaojun, 2004. "Skill differentials, return to schooling, and market segmentation in a transition economy: the case of Mainland China," Journal of Development Economics, Elsevier, vol. 73(1), pages 315-328, February.
    31. Dennis Tao Yang, 1999. "Urban-Biased Policies and Rising Income Inequality in China," American Economic Review, American Economic Association, vol. 89(2), pages 306-310, May.
    32. Orazem, Peter F & Vodopivec, Milan, 1995. "Winners and Losers in Transition: Returns to Education, Experience, and Gender in Slovenia," The World Bank Economic Review, World Bank, vol. 9(2), pages 201-230, May.
    33. repec:bla:pacecr:v:9:y:2004:i:3:p:155-171 is not listed on IDEAS
    34. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    35. Kristin F. Butcher & Anne Case, 1994. "The Effect of Sibling Sex Composition on Women's Education and Earnings," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(3), pages 531-563.
    36. 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.
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    2. Pedro Carneiro & Michael Lokshin & Nithin Umapathi, 2017. "Average and Marginal Returns to Upper Secondary Schooling in Indonesia," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 32(1), pages 16-36, January.
    3. Kleiman-Weiner, Max & Luo, Renfu & Zhang, Linxiu & Shi, Yaojiang & Medina, Alexis & Rozelle, Scott, 2013. "Eggs versus chewable vitamins: Which intervention can increase nutrition and test scores in rural China?," China Economic Review, Elsevier, vol. 24(C), pages 165-176.
    4. Li, Shi & Xing, Chunbing, 2010. "China's Higher Education Expansion and its Labor Market Consequences," IZA Discussion Papers 4974, Institute of Labor Economics (IZA).
    5. Wang, Le, 2013. "Estimating returns to education when the IV sample is selective," Labour Economics, Elsevier, vol. 21(C), pages 74-85.
    6. Kyui, Natalia, 2016. "Expansion of higher education, employment and wages: Evidence from the Russian Transition," Labour Economics, Elsevier, vol. 39(C), pages 68-87.
    7. Cui, Yuling & Nahm, Daehoon & Tani, Massimiliano, 2013. "Earnings Differentials and Returns to Education in China, 1995-2008," IZA Discussion Papers 7349, Institute of Labor Economics (IZA).
    8. Heckman, James J. & Yi, Junjian, 2012. "Human Capital, Economic Growth, and Inequality in China," IZA Discussion Papers 6550, Institute of Labor Economics (IZA).
    9. Liu, Qian, 2012. "Unemployment and labor force participation in urban China," China Economic Review, Elsevier, vol. 23(1), pages 18-33.
    10. Lili Kang & Fei Peng, 2018. "Economic Reform and Productivity Convergence in China," Arthaniti: Journal of Economic Theory and Practice, , vol. 17(1), pages 50-82, June.
    11. 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.
    12. Ou, Dongshu & Zhao, Zhong, 2016. "Higher Education Expansion and Labor Market Outcomes for Young College Graduates," IZA Discussion Papers 9643, Institute of Labor Economics (IZA).
    13. Chen, Yi & Jiang, Sheng & Zhou, Li-An, 2020. "Estimating returns to education in urban China: Evidence from a natural experiment in schooling reform," Journal of Comparative Economics, Elsevier, vol. 48(1), pages 218-233.
    14. Yu, Nannan & Yu, Bo & de Jong, Martin & Storm, Servaas, 2015. "Does inequality in educational attainment matter for China's economic growth?," International Journal of Educational Development, Elsevier, vol. 41(C), pages 164-173.
    15. Le Wang, 2013. "How Does Education Affect the Earnings Distribution in Urban China?," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 75(3), pages 435-454, June.
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    17. 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.
    18. David Mayston & Juan Yang, 2012. "Education, Risk and Efficiency in Human Capital Investment," Discussion Papers 12/15, Department of Economics, University of York.
    19. Renfu Luo & Yaojiang Shi & Linxiu Zhang & Chengfang Liu & Scott Rozelle & Brian Sharbono & Ai Yue & Qiran Zhao & Reynaldo Martorell, 2012. "Nutrition and Educational Performance in Rural China's Elementary Schools: Results of a Randomized Control Trial in Shaanxi Province," Economic Development and Cultural Change, University of Chicago Press, vol. 60(4), pages 735-772.
    20. Wang, Le, 2012. "Economic transition and college premium in urban China," China Economic Review, Elsevier, vol. 23(2), pages 238-252.
    21. Radchenko, Natalia, 2014. "Heterogeneity in Informal Salaried Employment: Evidence from the Egyptian Labor Market Survey," World Development, Elsevier, vol. 62(C), pages 169-188.
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    23. Haizheng Li, 2010. "Higher Education in China: Complement or Competition to US Universities?," NBER Chapters, in: American Universities in a Global Market, pages 269-304, National Bureau of Economic Research, Inc.

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    More about this item

    Keywords

    return to schooling; selection bias; sorting gains; financial constraints; heterogeneity; China; comparative advantage;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration

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