IDEAS home Printed from https://ideas.repec.org/p/unm/unumer/2016069.html
   My bibliography  Save this paper

The Glass ceiling effect in urban China: Wage inequality of rural-urban migrants

Author

Listed:
  • Qu, Zhaopeng

    (Nanjing University, and IZA Bonn)

  • Zhao, Zhong

    (School of Labor and Human Resources, Renmin University)

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 the 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 favour 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, the gap at the upper wage distribution is becoming bigger. Overall, the results suggest that there exists a strong "glass ceiling" for migrants in the urban labour market.

Suggested Citation

  • Qu, Zhaopeng & Zhao, Zhong, 2016. "The Glass ceiling effect in urban China: Wage inequality of rural-urban migrants," MERIT Working Papers 2016-069, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    • Handle: RePEc:unm:unumer:2016069
    as

    Download full text from publisher

    File URL: https://unu-merit.nl/publications/wppdf/2016/wp2016-069.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    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. 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.
    4. 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.
    5. 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.
    6. 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.
    7. 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.
    8. 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.
    9. 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.
    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. 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.
    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. repec:wyi:journl:002165 is not listed on IDEAS
    15. 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.
    16. 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.
    17. 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.
    18. 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.
    19. Xin Meng & Chris Manning & Li Shi & Tadjuddin Nur Effendi (ed.), 2010. "The Great Migration," Books, Edward Elgar Publishing, number 13619.
    20. 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.
    21. 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.
    22. 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.
    23. 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.
    24. 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.
    25. Ravallion, Martin & Chen, Shaohua, 2007. "China's (uneven) progress against poverty," Journal of Development Economics, Elsevier, vol. 82(1), pages 1-42, January.
    26. 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.
    27. 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.
    28. 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.
    29. Xing, Chunbing & Li, Shi, 2012. "Residual wage inequality in urban China, 1995–2007," China Economic Review, Elsevier, vol. 23(2), pages 205-222.
    30. 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.
    31. 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.
    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. 岩﨑, 一郎 & Iwasaki, Ichiro & 馬, 欣欣 & Ma, Xin Xin, 2019. "現代中国における男女賃金格差: メタ分析による接近," Discussion Paper Series 689, Institute of Economic Research, Hitotsubashi University.
    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. 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.
    4. 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).
    5. Guangliang Yang & Lixing Li & Shihe Fu, 2020. "Do rural migrants benefit from labor market agglomeration economies? Evidence from Chinese cities," Growth and Change, Wiley Blackwell, vol. 51(3), pages 910-931, September.
    6. Ichiro Iwasaki & Xinxin Ma, 2020. "Gender wage gap in China: a large meta-analysis," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 54(1), pages 1-19, December.
    7. 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).
    8. 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).
    9. 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.
    10. 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.
    11. 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).
    12. 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.
    13. 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.

    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. Qu, Zhaopeng & Zhao, Zhong, 2017. "Glass ceiling effect in urban China: Wage inequality of rural-urban migrants during 2002–2007," China Economic Review, Elsevier, vol. 42(C), pages 118-144.
    2. Zhong Zhao & Zhaopeng Qu, 2013. "Wage Inequality of Chinese Rural-Urban Migrants Between 2002 and 2007," Working Papers PMMA 2013-04, PEP-PMMA.
    3. Zhao, Zhong & Qu, Zhaopeng, 2012. "Analyzing the wage inequality for rural-urban migrants in China, 2002-2007," PEP Policy Briefs 159926, Partnership for Economic Policy (PEP).
    4. Qu, Zhaopeng (Frank) & Zhao, Zhong, 2008. "Urban-Rural Consumption Inequality in China from 1988 to 2002: Evidence from Quantile Regression Decomposition," IZA Discussion Papers 3659, Institute of Labor Economics (IZA).
    5. Xin Meng & Chris Manning & Li Shi & Tadjuddin Nur Effendi (ed.), 2010. "The Great Migration," Books, Edward Elgar Publishing, number 13619.
    6. GOH, Chor-ching & LUO, Xubei & ZHU, Nong, 2009. "Income growth, inequality and poverty reduction: A case study of eight provinces in China," China Economic Review, Elsevier, vol. 20(3), pages 485-496, September.
    7. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
    8. Verdugo, G. & Fraisse, H. & Horny, G., 2012. "Changes In Wage Inequality In France: The Impact Of Composition Effects (in French)," Working papers 370, Banque de France.
    9. Zhu, Rong, 2016. "Wage differentials between urban residents and rural migrants in urban China during 2002–2007: A distributional analysis," China Economic Review, Elsevier, vol. 37(C), pages 2-14.
    10. Rebekka Christopoulou & Theodora Kosma, 2009. "Skills and Wage Inequality in Greece: Evidence from Matched Employer-Employee Data, 1995-2002," GreeSE – Hellenic Observatory Papers on Greece and Southeast Europe 26, Hellenic Observatory, LSE.
    11. Antonczyk, Dirk & Fitzenberger, Bernd & Sommerfeld, Katrin, 2010. "Rising wage inequality, the decline of collective bargaining, and the gender wage gap," Labour Economics, Elsevier, vol. 17(5), pages 835-847, October.
    12. Asplund, Rita, 2009. "Sources of Increased Wage Differentials in the Finnish Private Sector," Discussion Papers 1206, The Research Institute of the Finnish Economy.
    13. Asplund, Rita & Lilja, Reija, 2010. "Wage formation and gender wage gaps: The changing role of human capital in the Finnish technology industry," Discussion Papers 1230, The Research Institute of the Finnish Economy.
    14. Koomen, Miriam & Backes-Gellner, Uschi, 2022. "Occupational tasks and wage inequality in West Germany: A decomposition analysis," Labour Economics, Elsevier, vol. 79(C).
    15. Christopher Bollinger & James P. Ziliak & Kenneth R. Troske, 2011. "Down from the Mountain: Skill Upgrading and Wages in Appalachia," Journal of Labor Economics, University of Chicago Press, vol. 29(4), pages 819-857.
    16. Baumgarten, Daniel, 2013. "Exporters and the rise in wage inequality: Evidence from German linked employer–employee data," Journal of International Economics, Elsevier, vol. 90(1), pages 201-217.
    17. Guanghua Wan & Zhangyue Zhou, 2005. "Income Inequality in Rural China: Regression‐based Decomposition Using Household Data," Review of Development Economics, Wiley Blackwell, vol. 9(1), pages 107-120, February.
    18. Joanna Landmesser, 2016. "Decomposition of differences In income distributions Using quantile regression," Statistics in Transition new series, Główny Urząd Statystyczny (Polska), vol. 17(2), pages 331-348, June.
    19. Luo, Xubei & Zhu, Nong, 2008. "Rising income inequality in China : a race to the top," Policy Research Working Paper Series 4700, The World Bank.
    20. Francesco Devicienti, 2010. "Shapley-value decompositions of changes in wage distributions: a note," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(1), pages 35-45, March.

    More about this item

    Keywords

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

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • 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

    NEP fields

    This paper has been announced in the following NEP Reports:

    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:unm:unumer:2016069. 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: Ad Notten (email available below). General contact details of provider: https://edirc.repec.org/data/meritnl.html .

    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.