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The impact of education on income inequality between ethnic minorities and Han in China

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  • Castro Campos, Bente
  • Ren, Yanjun
  • Petrick, Martin

Abstract

This article analyzes the impact of education on income inequality between ethnic minorities and Han in China by using the data from the China Health and Nutrition Survey (CHNS) over the period 1993–2011. An instrumental variable approach using two institutional changes is applied to address the endogeneity of education in income equations for various subsamples. To investigate the impact of education on income inequality between ethnic minorities and Han, we introduce an interaction term between the ethnic minority status and years of education. Our results suggest that there exists significant income inequality to the disadvantage of ethnic minorities for the full, female, and urban samples, and depending on the instrument also for the rural sample. Nevertheless, our results for these samples show specific returns to education for ethnic minorities, which implies that a portion of the income gap can be overcome with additional education. We find that in general one additional year of education will increase earned incomes of ethnic minorities by 26.3–28% and in particular by 13.5–14.4% for women from an ethnic minority group, by 10.4–14% for ethnic minorities with urban household registration, and by 10.8% for ethnic minorities with rural household registration. However, we cannot obtain conclusive results for the male sample due to weak instruments.

Suggested Citation

  • Castro Campos, Bente & Ren, Yanjun & Petrick, Martin, 2016. "The impact of education on income inequality between ethnic minorities and Han in China," China Economic Review, Elsevier, vol. 41(C), pages 253-267.
  • Handle: RePEc:eee:chieco:v:41:y:2016:i:c:p:253-267
    DOI: 10.1016/j.chieco.2016.10.007
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    as
    1. Ge, Suqin & Yang, Dennis Tao, 2011. "Labor market developments in China: A neoclassical view," China Economic Review, Elsevier, vol. 22(4), pages 611-625.
    2. 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.
    3. Atal, Juan Pablo & Ñopo, Hugo R. & Winder, Natalia, 2009. "New Century, Old Disparities: Gender and Ethnic Wage Gaps in Latin America," IDB Publications (Working Papers) 1131, Inter-American Development Bank.
    4. Castro Campos, Bente, 2013. "Human capital differences or labor market discrimination? The occupational outcomes of ethnic minorities in rural Guizhou (China)," Studies on the Agricultural and Food Sector in Transition Economies, Leibniz Institute of Agricultural Development in Transition Economies (IAMO), volume 73, number 73.
    5. List, John A. & Rasul, Imran, 2011. "Field Experiments in Labor Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 2, pages 103-228, Elsevier.
    6. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1.
    7. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/generalized method of moments estimation and testing," Stata Journal, StataCorp LP, vol. 7(4), pages 465-506, December.
    8. Junsen Zhang & Jun Han & Pak-Wai Liu & Yaohui Zhao, 2008. "Trends in the Gender Earnings Differential in Urban China, 1988–2004," ILR Review, Cornell University, ILR School, vol. 61(2), pages 224-243, January.
    9. Emily Hannum, 2002. "Educational stratification by ethnicity in China: Enrollment and attainment in the early reform years," Demography, Springer;Population Association of America (PAA), vol. 39(1), pages 95-117, February.
    10. Demurger, Sylvie & Fournier, Martin & Li, Shi, 2006. "Urban income inequality in China revisited (1988-2002)," Economics Letters, Elsevier, vol. 93(3), pages 354-359, December.
    11. 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.
    12. Emily Hannum & Yu Xie, 1998. "Ethnic stratification in Northwest China: Occupational differences between Han Chinese and national minorities in Xinjiang, 1982–1990," Demography, Springer;Population Association of America (PAA), vol. 35(3), pages 323-333, August.
    13. Altonji, Joseph G. & Blank, Rebecca M., 1999. "Race and gender in the labor market," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 48, pages 3143-3259, Elsevier.
    14. Byron, Rayond P & Manaloto, Evelyn Q, 1990. "Returns to Education in China," Economic Development and Cultural Change, University of Chicago Press, vol. 38(4), pages 783-796, July.
    15. 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.
    16. Chi, Wei & Li, Bo, 2008. "Glass ceiling or sticky floor? Examining the gender earnings differential across the earnings distribution in urban China, 1987-2004," Journal of Comparative Economics, Elsevier, vol. 36(2), pages 243-263, June.
    17. Li, Haizheng, 2003. "Economic transition and returns to education in China," Economics of Education Review, Elsevier, vol. 22(3), pages 317-328, June.
    18. Bishop, John A. & Chiou, Jong-Rong, 2004. "Economic transformation and earnings inequality in China and Taiwan," Journal of Asian Economics, Elsevier, vol. 15(3), pages 549-562, June.
    19. repec:bla:pacecr:v:9:y:2004:i:3:p:191-207 is not listed on IDEAS
    20. Xie, Shiqing & Mo, Taiping, 2014. "The impact of education on health in China," China Economic Review, Elsevier, vol. 29(C), pages 1-18.
    21. Appleton, Simon & Song, Lina & Xia, Qingjie, 2005. "Has China crossed the river? The evolution of wage structure in urban China during reform and retrenchment," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 644-663, December.
    22. Douglas Staiger & James H. Stock, 1997. "Instrumental Variables Regression with Weak Instruments," Econometrica, Econometric Society, vol. 65(3), pages 557-586, May.
    23. 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.
    24. Yang Song, 2012. "Poverty Reduction in China: The Contribution of Popularizing Primary Education," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 20(1), pages 105-122, January.
    25. Iris Claus & Les Oxley & Chen Wang & Guanghua Wan & Dan Yang, 2014. "Income Inequality In The People'S Republic Of China: Trends, Determinants, And Proposed Remedies," Journal of Economic Surveys, Wiley Blackwell, vol. 28(4), pages 686-708, September.
    26. Glewwe, Paul & Kremer, Michael, 2006. "Schools, Teachers, and Education Outcomes in Developing Countries," Handbook of the Economics of Education, in: Erik Hanushek & F. Welch (ed.), Handbook of the Economics of Education, edition 1, volume 2, chapter 16, pages 945-1017, Elsevier.
    27. Hung T. Pham & Barry Reilly, 2009. "Ethnic wage inequality in Vietnam," International Journal of Manpower, Emerald Group Publishing Limited, vol. 30(3), pages 192-219, June.
    28. Terry Sicular & Yue Ximing & Björn Gustafsson & Li Shi, 2007. "The Urban–Rural Income Gap And Inequality In China," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 53(1), pages 93-126, March.
    29. Xiaolei Qian & Russell Smyth, 2008. "Private returns to investment in education: an empirical study of urban China," Post-Communist Economies, Taylor & Francis Journals, vol. 20(4), pages 483-501.
    30. Björn Gustafsson & Shi Li, 2000. "Economic transformation and the gender earnings gap in urban China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 13(2), pages 305-329.
    31. Ren, Weiwei & Miller, Paul W., 2012. "Changes over time in the return to education in urban China: Conventional and ORU estimates," China Economic Review, Elsevier, vol. 23(1), pages 154-169.
    32. Jacob A. Mincer, 1974. "Introduction to "Schooling, Experience, and Earnings"," NBER Chapters, in: Schooling, Experience, and Earnings, pages 1-4, National Bureau of Economic Research, Inc.
    33. Benjamin, Dwayne & Brandt, Loren & Giles, John, 2005. "The Evolution of Income Inequality in Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 53(4), pages 769-824, July.
    34. 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.
    35. Hai Fang & Karen N. Eggleston & John A. Rizzo & Scott Rozelle & Richard J. Zeckhauser, 2012. "The Returns to Education in China: Evidence from the 1986 Compulsory Education Law," NBER Working Papers 18189, National Bureau of Economic Research, Inc.
    36. Malcolm Brynin & Ayse Güveli, 2012. "Understanding the ethnic pay gap in Britain," Work, Employment & Society, British Sociological Association, vol. 26(4), pages 574-587, August.
    37. Mishra, Vinod & Smyth, Russell, 2013. "Economic returns to schooling for China's Korean minority," Journal of Asian Economics, Elsevier, vol. 24(C), pages 89-102.
    38. Gustafsson, Bjorn & Shi, Li, 2003. "The Ethnic Minority-Majority Income Gap in Rural China during Transition," Economic Development and Cultural Change, University of Chicago Press, vol. 51(4), pages 805-822, July.
    39. Zhang, Junsen & Liu, Pak-Wai & Yung, Linda, 2007. "The Cultural Revolution and returns to schooling in China: Estimates based on twins," Journal of Development Economics, Elsevier, vol. 84(2), pages 631-639, November.
    40. Gustafsson, Bjorn & Shi, Li, 2002. "Income inequality within and across counties in rural China 1988 and 1995," Journal of Development Economics, Elsevier, vol. 69(1), pages 179-204, October.
    41. Becker, Gary S., 1971. "The Economics of Discrimination," University of Chicago Press Economics Books, University of Chicago Press, edition 2, number 9780226041162.
    42. repec:eee:labchp:v:3:y:1999:i:pc:p:3143-3259 is not listed on IDEAS
    43. repec:bla:pacecr:v:9:y:2004:i:3:p:155-171 is not listed on IDEAS
    44. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    45. Liu, Zhiqiang, 1998. "Earnings, Education, and Economic Reforms in Urban China," Economic Development and Cultural Change, University of Chicago Press, vol. 46(4), pages 697-725, July.
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