IDEAS home Printed from https://ideas.repec.org/a/eee/regeco/v42y2012i5p779-793.html
   My bibliography  Save this article

Gender wage differentials among rural–urban migrants in China

Author

Listed:
  • Magnani, Elisabetta
  • Zhu, Rong

Abstract

This paper analyzes the gender wage differentials among rural–urban migrants in China using a nationally representative data set. On average, male migrants earn 30.2% more hourly wages than female migrants. The gender wage gap is not uniform across migrants' wage distribution, and wage differentials are found to be much higher at the top end than at the bottom and the middle of the wage distribution. Using newly developed methods, we decompose the distributional gender wage differentials among rural migrants into endowment effects, explained by differences in productivity characteristics, and discrimination effects attributable to unequal returns to covariates. We find that discrimination effects contribute more to the wage gap than endowment effects throughout the wage distribution. Although the raw gender wage differential is the largest at the higher end of migrants' wage distribution, our decomposition results show that the relative gender wage discrimination problem is most serious among low income migrants.

Suggested Citation

  • 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.
    • Handle: RePEc:eee:regeco:v:42:y:2012:i:5:p:779-793
    DOI: 10.1016/j.regsciurbeco.2011.08.001
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0166046211000950
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.regsciurbeco.2011.08.001?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. 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.
    2. Hugo Ñopo, 2008. "Matching as a Tool to Decompose Wage Gaps," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 290-299, May.
    3. Xin Meng, 1998. "Gender occupational segregation and its impact on the gender wage differential among rural-urban migrants: a Chinese case study," Applied Economics, Taylor & Francis Journals, vol. 30(6), pages 741-752.
    4. Gustafsson,Björn A. & Shi,Li & Sicular,Terry (ed.), 2008. "Inequality and Public Policy in China," Cambridge Books, Cambridge University Press, number 9780521870450.
    5. Zhang, Kevin Honglin & Song, Shunfeng, 2003. "Rural-urban migration and urbanization in China: Evidence from time-series and cross-section analyses," China Economic Review, Elsevier, vol. 14(4), pages 386-400.
    6. Liu, Zhiqiang, 2005. "Institution and inequality: the hukou system in China," Journal of Comparative Economics, Elsevier, vol. 33(1), pages 133-157, March.
    7. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    8. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    9. Javier Gardeazabal & Arantza Ugidos, 2005. "Gender wage discrimination at quantiles," Journal of Population Economics, Springer;European Society for Population Economics, vol. 18(1), pages 165-179, July.
    10. 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.
    11. Nicole M. Fortin, 2008. "The Gender Wage Gap among Young Adults in the United States: The Importance of Money versus People," Journal of Human Resources, University of Wisconsin Press, vol. 43(4).
    12. Sergio Firpo & Nicole M. Fortin & Thomas Lemieux, 2009. "Unconditional Quantile Regressions," Econometrica, Econometric Society, vol. 77(3), pages 953-973, May.
    13. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    14. 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.
    15. Javier Gardeazabal & Arantza Ugidos, 2004. "More on Identification in Detailed Wage Decompositions," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 1034-1036, November.
    16. 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.
    17. Wiji Arulampalam & Alison L. Booth & Mark L. Bryan, 2007. "Is There a Glass Ceiling over Europe? Exploring the Gender Pay Gap across the Wage Distribution," ILR Review, Cornell University, ILR School, vol. 60(2), pages 163-186, January.
    18. John A. Bishop & Feijun Luo & Fang Wang, 2005. "Economic transition, gender bias, and the distribution of earnings in China," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 13(2), pages 239-259, April.
    19. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    20. Liu, Zhiqiang, 2008. "Human capital externalities and rural-urban migration: Evidence from rural China," China Economic Review, Elsevier, vol. 19(3), pages 521-535, September.
    21. Albrecht, James & van Vuuren, Aico & Vroman, Susan, 2009. "Counterfactual distributions with sample selection adjustments: Econometric theory and an application to the Netherlands," Labour Economics, Elsevier, vol. 16(4), pages 383-396, August.
    22. Poncet, Sandra, 2006. "Provincial migration dynamics in China: Borders, costs and economic motivations," Regional Science and Urban Economics, Elsevier, vol. 36(3), pages 385-398, May.
    23. Yaohui Zhao, 1997. "Labor Migration and Returns to Rural Education in China," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 79(4), pages 1278-1287.
    24. Zhu, Nong, 2002. "The impacts of income gaps on migration decisions in China," China Economic Review, Elsevier, vol. 13(2-3), pages 213-230.
    25. Xuejin Zuo & Feng Wang, 1999. "Inside China's Cities: Institutional Barriers and Opportunities for Urban Migrants," American Economic Review, American Economic Association, vol. 89(2), pages 276-280, May.
    26. James Albrecht & Anders Bjorklund & Susan Vroman, 2003. "Is There a Glass Ceiling in Sweden?," Journal of Labor Economics, University of Chicago Press, vol. 21(1), pages 145-177, January.
    27. Quheng Deng & Shi Li, 2009. "What Lies behind Rising Earnings Inequality in Urban China? Regression-based Decompositions," CESifo Economic Studies, CESifo Group, vol. 55(3-4), pages 598-623.
    28. Gao, Wenshu & Smyth, Russell, 2011. "Economic returns to speaking 'standard Mandarin' among migrants in China's urban labour market," Economics of Education Review, Elsevier, vol. 30(2), pages 342-352, April.
    29. 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.
    30. Zhong Zhao, 2005. "Migration, Labor Market Flexibility, and Wage Determination in China: A Review," Labor and Demography 0507009, University Library of Munich, Germany.
    31. 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.
    32. Oaxaca, Ronald L. & Ransom, Michael R., 1994. "On discrimination and the decomposition of wage differentials," Journal of Econometrics, Elsevier, vol. 61(1), pages 5-21, March.
    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. 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.
    2. Wang, Haining & Cheng, Zhiming, 2021. "Mama loves you: The gender wage gap and expenditure on children's education in China," Journal of Economic Behavior & Organization, Elsevier, vol. 188(C), pages 1015-1034.
    3. Hazarika, Bhabesh, 2017. "Decomposition of Gender Income Gap in Rural Informal Micro-enterprises: An Unconditional Quantile Approach in the Handloom Industry," Working Papers 17/216, National Institute of Public Finance and Policy.
    4. Jan Kluge & Michael Weber, 2015. "Decomposing the German East-West wage gap," ifo Working Paper Series 205, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    5. Almas Heshmati & Biwei Su, 2017. "Analysis Of Gender Wage Differential In China’S Urban Labor Market," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 62(02), pages 423-445, June.
    6. Yan Wu & Janneke Pieters & Nico Heerink, 2021. "The gender wage gap among China’s rural–urban migrants," Review of Development Economics, Wiley Blackwell, vol. 25(1), pages 23-47, February.
    7. Panchanan Das, 2018. "Wage Gap and Employment Status in Indian Labour Market - Quantile Based Counterfactual Analysis," World Journal of Applied Economics, WERI-World Economic Research Institute, vol. 4(2), pages 117-134, December.
    8. Kai Huang & Xin Deng & Yi Liu & Zhuolin Yong & Dingde Xu, 2020. "Does off-Farm Migration of Female Laborers Inhibit Land Transfer? Evidence from Sichuan Province, China," Land, MDPI, vol. 9(1), pages 1-14, January.
    9. Xing, Chunbing & Yuan, Xiaoyan & Zhang, Junfu, 2022. "City size, family migration, and gender wage gap: Evidence from rural–urban migrants in China," Regional Science and Urban Economics, Elsevier, vol. 97(C).
    10. 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.
    11. Sefa Awaworyi Churchill & Vinod Mishra, 2018. "Returns to education in China: a meta-analysis," Applied Economics, Taylor & Francis Journals, vol. 50(54), pages 5903-5919, November.
    12. Ana C. Dammert & Beyza Ural Marchand, 2015. "Privatization In China: Technology And Gender In The Manufacturing Sector," Contemporary Economic Policy, Western Economic Association International, vol. 33(2), pages 250-264, April.
    13. Messinis, George, 2013. "Returns to education and urban-migrant wage differentials in China: IV quantile treatment effects," China Economic Review, Elsevier, vol. 26(C), pages 39-55.
    14. Xie, Yong, 2019. "Land expropriation, shock to employment, and employment differentiation: Findings from land-lost farmers in Nanjing, China," Land Use Policy, Elsevier, vol. 87(C).
    15. Min Qin & James Brown & Sabu S. Padmadas & Li Bohua & Qi Jianan & Jane Falkingham, 2016. "Gender Inequalities in Employment and Wage-earning among Economic Migrants in Chinese Cities," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 34(6), pages 175-202.
    16. Chui Ying Lee & Samuel Lotsu & Moinul Islam & Yuichiro Yoshida & Shinji Kaneko, 2019. "The Impact of an Energy Efficiency Improvement Policy on the Economic Performance of Electricity-Intensive Firms in Ghana," Energies, MDPI, vol. 12(19), pages 1-21, September.
    17. 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.
    18. Wenshu Gao & Russell Smyth, 2012. "Returns to Schooling in Urban China, 2001-2010: Evidence from Three Waves of the China Urban Labor Survey," Monash Economics Working Papers 50-12, Monash University, Department of Economics.
    19. Saari, M. Yusof & Rahman, M. Affan Abdul & Hassan, Azman & Habibullah, Muzafar Shah, 2016. "Estimating the impact of minimum wages on poverty across ethnic groups in Malaysia," Economic Modelling, Elsevier, vol. 54(C), pages 490-502.
    20. Pamela Lenton & Lu Yin, 2016. "The Educational Success of China’s Young Generation of Rural-to-Urban Migrants," Working Papers 2016007, The University of Sheffield, Department of Economics.
    21. Myoung-Jae Lee, 2015. "Reference parameters in Blinder-Oaxaca decomposition: Pooled-sample versus intercept-shift approaches," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 13(1), pages 69-82, March.
    22. Jan Kluge & Michael Weber, 2018. "Decomposing the German East–West wage gap," The Economics of Transition, The European Bank for Reconstruction and Development, vol. 26(1), pages 91-125, January.
    23. Pan, Yao, 2016. "Understanding the rural and urban household saving rise in China," Regional Science and Urban Economics, Elsevier, vol. 56(C), pages 46-59.
    24. Vahan Sargsyan, 2015. "Differential Treatment in the Chinese Labor Market. Is Hukou Type the Only Problem?," CERGE-EI Working Papers wp548, The Center for Economic Research and Graduate Education - Economics Institute, Prague.

    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. 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.
    2. Sonja C. Kassenboehmer & Mathias G. Sinning, 2014. "Distributional Changes in the Gender Wage Gap," ILR Review, Cornell University, ILR School, vol. 67(2), pages 335-361, April.
    3. Fortin, Nicole & Lemieux, Thomas & Firpo, Sergio, 2011. "Decomposition Methods in Economics," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 1, pages 1-102, Elsevier.
    4. Sloczynski, Tymon, 2015. "Average Wage Gaps and Oaxaca–Blinder Decompositions," IZA Discussion Papers 9036, Institute of Labor Economics (IZA).
    5. Bonaccolto-Töpfer, Marina & Briel, Stephanie, 2022. "The gender pay gap revisited: Does machine learning offer new insights?," Labour Economics, Elsevier, vol. 78(C).
    6. Philippe Van Kerm, 2013. "Generalized measures of wage differentials," Empirical Economics, Springer, vol. 45(1), pages 465-482, August.
    7. Seneviratne, Prathi, 2020. "Gender wage inequality during Sri Lanka’s post-reform growth: A distributional analysis," World Development, Elsevier, vol. 129(C).
    8. Sloczynski, Tymon, 2013. "Population Average Gender Effects," IZA Discussion Papers 7315, Institute of Labor Economics (IZA).
    9. Böheim, René & Himpele, Klemens & Mahringer, Helmut & Zulehner, Christine, 2013. "The distribution of the gender wage gap in Austria : evidence from matched employer-employee data and tax records," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(1), pages 19-34.
    10. Zhang, Li & Sharpe, Rhonda Vonshay & Li, Shi & Darity, William A., 2016. "Wage differentials between urban and rural-urban migrant workers in China," China Economic Review, Elsevier, vol. 41(C), pages 222-233.
    11. Domenico Depalo & Raffaela Giordano & Evangelia Papapetrou, 2015. "Public–private wage differentials in euro-area countries: evidence from quantile decomposition analysis," Empirical Economics, Springer, vol. 49(3), pages 985-1015, November.
    12. Inés P. Murillo & Hipólito Simón, 2014. "La Gran Recesión y el diferencial salarial por género en España," Hacienda Pública Española / Review of Public Economics, IEF, vol. 208(1), pages 39-76, March.
    13. Arceo-Gómez, Eva O. & Campos-Vázquez, Raymundo M., 2014. "Evolución de la brecha salarial de género en México," El Trimestre Económico, Fondo de Cultura Económica, vol. 0(323), pages .619-653, julio-sep.
    14. Böheim, René & Himpele, Klemens & Mahringer, Helmut & Zulehner, Christine, 2013. "The distribution of the gender wage gap in Austria : evidence from matched employer-employee data and tax records," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(1), pages 19-34.
    15. repec:zbw:rwirep:0220 is not listed on IDEAS
    16. Brieland, Stephanie & Töpfer, Marina, 2020. "The gender pay gap revisited: Does machine learning offer new insights?," Discussion Papers 111, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    17. Thomas Grandner & Dieter Gstach, 2015. "Decomposing wage discrimination in Germany and Austria with counterfactual densities," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 42(1), pages 49-76, February.
    18. Sonja C. Kassenböhmer & Mathias Sinning, 2010. "Distributional Changes in the Gender Wage Gap," Ruhr Economic Papers 0220, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
    19. VAN KERM Philippe & YU Seunghee & CHOE Chung, 2014. "Wage differentials between native, immigrant and cross-border workers: Evidence and model comparisons," LISER Working Paper Series 2014-05, Luxembourg Institute of Socio-Economic Research (LISER).
    20. Yan Wu & Janneke Pieters & Nico Heerink, 2021. "The gender wage gap among China’s rural–urban migrants," Review of Development Economics, Wiley Blackwell, vol. 25(1), pages 23-47, February.
    21. Kampon Adireksombat & Zheng Fang & Chris Sakellariou, 2016. "The Evolution Of Gender Wage Differentials In Thailand: 1991–2007 — An Application Of Unconditional Quantile Regression," The Singapore Economic Review (SER), World Scientific Publishing Co. Pte. Ltd., vol. 61(05), pages 1-30, December.

    More about this item

    Keywords

    Rural–urban migrants; Gender wage gap; Quantile decomposition;
    All these keywords.

    JEL classification:

    • J31 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Wage Level and Structure; Wage Differentials
    • J71 - Labor and Demographic Economics - - Labor Discrimination - - - Hiring and Firing

    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:regeco:v:42:y:2012:i:5:p:779-793. 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/regec .

    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.