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Glass Ceiling Effect in Urban China: Wage Inequality of Rural-Urban Migrants during 2002-2007

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  • Qu, Zhaopeng (Frank)

    (Nanjing University)

  • Zhao, Zhong

    (Renmin University of China)

Abstract

The paper studies the levels and changes in wage inequality among Chinese rural-urban migrants during 2002-2007. Using data from two waves of national household surveys, we find that wage inequality among migrants decreased significantly between 2002 and 2007. Our analysis on the wage distribution further shows that the high-wage migrants experienced slower wage growth than middle-and low-wage migrants – a primary cause of declining inequality of migrants. By using distributional decomposition methods based on quantile regression, we find that overall between-group effect dominates in the whole wage distribution, which means that the change in returns to the characteristics (education, experience and other employment characteristics) plays a key role, but on the upper tails of the wage distribution, the within group effect (residual effect) dominates, implying that the unobservable factors or institutional barriers do not favor the migrants at the top tail of the wage distribution. We also study wage differential between migrants and urban natives, and find that though the wage gap is narrowed, gap at upper wage distribution is becoming bigger. Overall, the results suggest that there exists strong "glass ceiling" for migrants in urban labor market.

Suggested Citation

  • Qu, Zhaopeng (Frank) & Zhao, Zhong, 2016. "Glass Ceiling Effect in Urban China: Wage Inequality of Rural-Urban Migrants during 2002-2007," IZA Discussion Papers 10424, Institute of Labor Economics (IZA).
  • Handle: RePEc:iza:izadps:dp10424
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    1. Du, Yang & Park, Albert & Wang, Sangui, 2005. "Migration and rural poverty in China," Journal of Comparative Economics, Elsevier, vol. 33(4), pages 688-709, December.
    2. Taylor, J Edward & Rozelle, Scott & de Brauw, Alan, 2003. "Migration and Incomes in Source Communities: A New Economics of Migration Perspective from China," Economic Development and Cultural Change, University of Chicago Press, vol. 52(1), pages 75-101, October.
    3. DiNardo, John & Fortin, Nicole M & Lemieux, Thomas, 1996. "Labor Market Institutions and the Distribution of Wages, 1973-1992: A Semiparametric Approach," Econometrica, Econometric Society, vol. 64(5), pages 1001-1044, September.
    4. Démurger, Sylvie & Gurgand, Marc & Li, Shi & Yue, Ximing, 2009. "Migrants as second-class workers in urban China? A decomposition analysis," Journal of Comparative Economics, Elsevier, vol. 37(4), pages 610-628, December.
    5. Suqin Ge & Dennis Tao Yang, 2014. "Changes In China'S Wage Structure," Journal of the European Economic Association, European Economic Association, vol. 12(2), pages 300-336, April.
    6. Magnani, Elisabetta & Zhu, Rong, 2012. "Gender wage differentials among rural–urban migrants in China," Regional Science and Urban Economics, Elsevier, vol. 42(5), pages 779-793.
    7. 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.
    8. Knight, John & Deng, Quheng & Li, Shi, 2011. "The puzzle of migrant labour shortage and rural labour surplus in China," China Economic Review, Elsevier, vol. 22(4), pages 585-600.
    9. 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.
    10. John Knight & Linda Yueh, 2009. "Segmentation or competition in China's urban labour market?," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 33(1), pages 79-94, January.
    11. 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.
    12. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    13. Alan de Brauw & John Giles, 2018. "Migrant Labor Markets and the Welfare of Rural Households in the Developing World: Evidence from China," The World Bank Economic Review, World Bank, vol. 32(1), pages 1-18.
    14. 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.
    15. Jacob A. Mincer, 1974. "Schooling, Experience, and Earnings," NBER Books, National Bureau of Economic Research, Inc, number minc74-1, May.
    16. Golley, Jane & Meng, Xin, 2011. "Has China run out of surplus labour?," China Economic Review, Elsevier, vol. 22(4), pages 555-572.
    17. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    18. Xin Meng & Chris Manning & Li Shi & Tadjuddin Nur Effendi (ed.), 2010. "The Great Migration," Books, Edward Elgar Publishing, number 13619.
    19. José Mata & José A. F. Machado, 2005. "Counterfactual decomposition of changes in wage distributions using quantile regression," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(4), pages 445-465.
    20. 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.
    21. Zhaopeng Frank Qu & Zhong Zhao, 2014. "Evolution of the Chinese rural-urban migrant labor market from 2002 to 2007," China Agricultural Economic Review, Emerald Group Publishing Limited, vol. 6(2), pages 316-334, April.
    22. Meng, Xin & Kong, Sherry Tao & Zhang, Dandan, 2010. "How Much Do We Know about the Impact of the Economic Downturn on the Employment of Migrants?," ADBI Working Papers 194, Asian Development Bank Institute.
    23. Juhn, Chinhui & Murphy, Kevin M & Pierce, Brooks, 1993. "Wage Inequality and the Rise in Returns to Skill," Journal of Political Economy, University of Chicago Press, vol. 101(3), pages 410-442, June.
    24. Ravallion, Martin & Chen, Shaohua, 2007. "China's (uneven) progress against poverty," Journal of Development Economics, Elsevier, vol. 82(1), pages 1-42, January.
    25. Yaohui Zhao, 1999. "Leaving the Countryside: Rural-to-Urban Migration Decisions in China," American Economic Review, American Economic Association, vol. 89(2), pages 281-286, May.
    26. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2005. "Rising Wage Inequality: The Role of Composition and Prices," Harvard Institute of Economic Research Working Papers 2096, Harvard - Institute of Economic Research.
    27. CAI, Fang & DU, Yang, 2011. "Wage increases, wage convergence, and the Lewis turning point in China," China Economic Review, Elsevier, vol. 22(4), pages 601-610.
    28. Junfu Zhang & Zhong Zhao, 2015. "Social-family network and self-employment: evidence from temporary rural–urban migrants in China," IZA Journal of Labor & Development, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 4(1), pages 1-21, December.
    29. Knight, John & Song, Lina, 1999. "The Rural-Urban Divide: Economic Disparities and Interactions in China," OUP Catalogue, Oxford University Press, number 9780198293309.
    30. Zhang, Xiaobo & Yang, Jin & Wang, Shenglin, 2011. "China has reached the Lewis turning point," China Economic Review, Elsevier, vol. 22(4), pages 542-554.
    31. Xiaolu Wang & Wing Thye Woo, 2011. "The Size and Distribution of Hidden Household Income in China," Asian Economic Papers, MIT Press, vol. 10(1), pages 1-26, Winter/Sp.
    32. Xin Meng, 2012. "Labor Market Outcomes and Reforms in China," Journal of Economic Perspectives, American Economic Association, vol. 26(4), pages 75-102, Fall.
    33. 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.
    34. Bai, Chong-En & Wu, Binzhen, 2014. "Health insurance and consumption: Evidence from China’s New Cooperative Medical Scheme," Journal of Comparative Economics, Elsevier, vol. 42(2), pages 450-469.
    35. Jonathan Morduch & Terry Sicular, 2002. "Rethinking Inequality Decomposition, With Evidence from Rural China," Economic Journal, Royal Economic Society, vol. 112(476), pages 93-106, January.
    36. repec:wyi:journl:002165 is not listed on IDEAS
    37. John Knight & Lina Song, 2003. "Increasing urban wage inequality in China," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 11(4), pages 597-619, December.
    38. Dandan Zhang & Xin Meng & Dewen Wang, 2010. "The Dynamic Change in Wage Gap between Urban Residents and Rural Migrants in Chinese Cities," Working Papers PMMA 2010-03, PEP-PMMA.
    39. Thomas Lemieux, 2006. "Increasing Residual Wage Inequality: Composition Effects, Noisy Data, or Rising Demand for Skill?," American Economic Review, American Economic Association, vol. 96(3), pages 461-498, June.
    40. Fang Cai, 2008. "Approaching a Triumphal Span: How Far Is China Towards its Lewisian Turning Point?," WIDER Working Paper Series RP2008-09, World Institute for Development Economic Research (UNU-WIDER).
    41. Denise Hare, 1999. "'Push' versus 'pull' factors in migration outflows and returns: Determinants of migration status and spell duration among China's rural population," Journal of Development Studies, Taylor & Francis Journals, vol. 35(3), pages 45-72.
    42. Yaohui Zhao, 2003. "The Role of Migrant Networks in Labor Migration: The Case of China," Contemporary Economic Policy, Western Economic Association International, vol. 21(4), pages 500-511, October.
    43. Kanbur, Ravi & Zhang, Xiaobo, 1999. "Which Regional Inequality? The Evolution of Rural-Urban and Inland-Coastal Inequality in China from 1983 to 1995," Journal of Comparative Economics, Elsevier, vol. 27(4), pages 686-701, December.
    44. Xing, Chunbing & Li, Shi, 2012. "Residual wage inequality in urban China, 1995–2007," China Economic Review, Elsevier, vol. 23(2), pages 205-222.
    45. Smith, James P & Welch, Finis R, 1989. "Black Economic Progress after Myrdal," Journal of Economic Literature, American Economic Association, vol. 27(2), pages 519-564, June.
    46. Hare, Denise, 2002. "The Determinants of Job Location and Its Effect on Migrants' Wages: Evidence from Rural China," Economic Development and Cultural Change, University of Chicago Press, vol. 50(3), pages 557-579, April.
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    2. Yao, Yao & Chen, George S. & Salim, Ruhul & Yu, Xiaojun, 2018. "Schooling returns for migrant workers in China: Estimations from the perspective of the institutional environment in a rural setting," China Economic Review, Elsevier, vol. 51(C), pages 240-256.
    3. Iwasaki, Ichiro & Ma, Xinxin, 2020. "Gender Wage Gap in China: A Large Meta-Analysis," CEI Research Paper Series 2020-5, Center for Economic Institutions, Institute of Economic Research, Hitotsubashi University.
    4. 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).
    5. Yuanyuan Chen & Zichen Deng, 2019. "Liquidity Constraint Shock, Job Search and Post Match Quality—Evidence from Rural-to-Urban Migrants in China," Journal of Labor Research, Springer, vol. 40(3), pages 332-355, September.
    6. Wang, Yan & Conesa, Juan Carlos, 2022. "The role of demographics and migration for the future of economic growth in China," European Economic Review, Elsevier, vol. 144(C).
    7. Iwasaki, Ichiro & Ma, Xinxin, 2020. "Gender wage gap in China: a large meta-analysis," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54, pages 1-17.
    8. Jianbo Liu & Xiaodong Zheng & Marie Parker & Xiangming Fang, 2020. "Childhood Left-Behind Experience and Employment Quality of New-Generation Migrants in China," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 39(4), pages 691-718, August.
    9. Haijun Bao & Yan Fang & Qunying Ye & Yi Peng, 2018. "Investigating Social Welfare Change in Urban Village Transformation: A Rural Migrant Perspective," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 139(2), pages 723-743, September.
    10. 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.
    11. Zhu, Mengbing & Xing, Chunbing & Li, Yi, 2023. "Husbands' wages and married women's labor supply in urban China," China Economic Review, Elsevier, vol. 82(C).
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    More about this item

    Keywords

    quantile decomposition; wage inequality; rural to urban migrants; China;
    All these keywords.

    JEL classification:

    • J30 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - General
    • J45 - Labor and Demographic Economics - - Particular Labor Markets - - - Public Sector Labor Markets
    • J61 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Geographic Labor Mobility; Immigrant Workers

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