IDEAS home Printed from https://ideas.repec.org/a/bla/revinw/v63y2017i4p821-840.html
   My bibliography  Save this article

Migration and Discrimination in Urban China: A Decomposition Approach

Author

Listed:
  • Debayan Pakrashi
  • Paul Frijters

Abstract

Currently, about 150 million migrant workers reside in the major Chinese cities, where they are treated like second‐class citizens by the local city governments and denied access to government jobs and welfare entitlements, with large differences existing in their treatment across the cities. In this paper, we use a new and unique dataset of urban natives and rural to urban migrants from 15 different cities in China to document this differential treatment. We apply a relatively new non‐parametric technique, Nopo decomposition, which takes into account differences in the distribution of observable characteristics to decompose the wage gap that exists between the two groups and estimate the extent of discrimination faced by the migrants. Rural‐to‐urban migrants are found to be discriminated in the urban labour market, but to a lesser extent than has been argued in the literature. We also find that a large gap exists between the national legislation on the treatment of migrants on one hand and the implementation and enforcement by city governments on the other, and that this differential treatment helps explain part of the level of discrimination.

Suggested Citation

  • Debayan Pakrashi & Paul Frijters, 2017. "Migration and Discrimination in Urban China: A Decomposition Approach," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 63(4), pages 821-840, December.
  • Handle: RePEc:bla:revinw:v:63:y:2017:i:4:p:821-840
    DOI: 10.1111/roiw.12245
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/roiw.12245
    Download Restriction: no

    File URL: https://libkey.io/10.1111/roiw.12245?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
    ---><---

    References listed on IDEAS

    as
    1. Machin, Stephen & Puhani, Patrick A., 2003. "Subject of degree and the gender wage differential: evidence from the UK and Germany," Economics Letters, Elsevier, vol. 79(3), pages 393-400, June.
    2. LaLonde, Robert J, 1986. "Evaluating the Econometric Evaluations of Training Programs with Experimental Data," American Economic Review, American Economic Association, vol. 76(4), pages 604-620, September.
    3. Chen, Yi & Demurger, Sylvie & Fournier, Martin, 2005. "Earnings Differentials and Ownership Structure in Chinese Enterprises," Economic Development and Cultural Change, University of Chicago Press, vol. 53(4), pages 933-958, July.
    4. Victor Chernozhukov & Iván Fernández‐Val & Blaise Melly, 2013. "Inference on Counterfactual Distributions," Econometrica, Econometric Society, vol. 81(6), pages 2205-2268, November.
    5. A. Smith, Jeffrey & E. Todd, Petra, 2005. "Does matching overcome LaLonde's critique of nonexperimental estimators?," Journal of Econometrics, Elsevier, vol. 125(1-2), pages 305-353.
    6. James J. Heckman & Hidehiko Ichimura & Petra E. Todd, 1997. "Matching As An Econometric Evaluation Estimator: Evidence from Evaluating a Job Training Programme," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 64(4), pages 605-654.
    7. Jörgen Hansen & Roger Wahlberg, 2005. "Endogenous schooling and the distribution of the gender wage gap," Empirical Economics, Springer, vol. 30(1), pages 1-22, January.
    8. 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.
    9. Joseph G. Altonji & Ulrich Doraszelski, 2005. "The Role of Permanent Income and Demographics in Black/White Differences in Wealth," Journal of Human Resources, University of Wisconsin Press, vol. 40(1).
    10. Jason Gagnon & Theodora Xenogiani & Chunbing Xing, 2009. "Are all Migrants Really Worse off in Urban Labour Markets?: New empirical evidence from China," OECD Development Centre Working Papers 278, OECD Publishing.
    11. John Knight & Lina Song & Jia Huaibin, 1999. "Chinese rural migrants in urban enterprises: Three perspectives," Journal of Development Studies, Taylor & Francis Journals, vol. 35(3), pages 73-104.
    12. World Bank, 2009. "China - From Poor Areas to Poor People : China’s Evolving Poverty Reduction Agenda - An Assessment of Poverty and Inequality in China," World Bank Publications - Reports 3031, The World Bank Group.
    13. George J. Borjas, 2021. "Assimilation, Changes in Cohort Quality, and the Earnings of Immigrants," World Scientific Book Chapters, in: Foundational Essays in Immigration Economics, chapter 2, pages 3-29, World Scientific Publishing Co. Pte. Ltd..
    14. Fairlie, Robert W, 1999. "The Absence of the African-American Owned Business: An Analysis of the Dynamics of Self-Employment," Journal of Labor Economics, University of Chicago Press, vol. 17(1), pages 80-108, January.
    15. 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.
    16. Randall S. Brown & Marilyn Moon & Barbara S. Zoloth, 1980. "Incorporating Occupational Attainment in Studies of Male-Female Earnings Differentials," Journal of Human Resources, University of Wisconsin Press, vol. 15(1), pages 3-28.
    17. 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.
    18. Barsky R. & Bound J. & Charles K.K. & Lupton J.P., 2002. "Accounting for the Black-White Wealth Gap: A Nonparametric Approach," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 663-673, September.
    19. Lee, Leng, 2012. "Decomposing wage differentials between migrant workers and urban workers in urban China's labor markets," China Economic Review, Elsevier, vol. 23(2), pages 461-470.
    20. Dolton, Peter J & Makepeace, Gerald H, 1987. "Marital Status, Child Rearing and Earnings Differentials in the Graduate Labour Market," Economic Journal, Royal Economic Society, vol. 97(388), pages 897-922, December.
    21. Long, James E, 1980. "The Effect of Americanization on Earnings: Some Evidence for Women," Journal of Political Economy, University of Chicago Press, vol. 88(3), pages 620-629, June.
    22. José A. F. Machado & José Mata, 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, May.
    23. Meng, Xin & Zhang, Junsen, 2001. "The Two-Tier Labor Market in Urban China: Occupational Segregation and Wage Differentials between Urban Residents and Rural Migrants in Shanghai," Journal of Comparative Economics, Elsevier, vol. 29(3), pages 485-504, September.
    24. Lois Joy, 2003. "Salaries of Recent Male and Female College Graduates: Educational and Labor Market Effects," ILR Review, Cornell University, ILR School, vol. 56(4), pages 606-621, July.
    25. Zhong Zhao, 2005. "Migration, Labor Market Flexibility, and Wage Determination in China: A Review," Labor and Demography 0507009, University Library of Munich, Germany.
    26. Jenkins, Stephen P., 1994. "Earnings discrimination measurement : A distributional approach," Journal of Econometrics, Elsevier, vol. 61(1), pages 81-102, March.
    27. 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.
    28. Liu, Pak-Wai & Zhang, Junsen & Chong, Shu-Chuen, 2004. "Occupational segregation and wage differentials between natives and immigrants: evidence from Hong Kong," Journal of Development Economics, Elsevier, vol. 73(1), pages 395-413, February.
    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. Mario Biggeri & Luca Bortolotti & Vincenzo Mauro, 2021. "The Analysis of Well‐Being Using the Income‐Adjusted Multidimensional Synthesis of Indicators: The Case of China☆," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(3), pages 684-704, September.
    2. Cheng, Zhiming, 2021. "Education and consumption: Evidence from migrants in Chinese cities," Journal of Business Research, Elsevier, vol. 127(C), pages 206-215.
    3. Minglei Zhu & Xiaowei Song & Wenxin Chen, 2022. "Impact of Social Capital on Land Arrangement Behavior of Migrant Workers in China," Journal of Economic Analysis, Anser Press, vol. 1(1), pages 35-48, September.
    4. Rus’an Nasrudin & Budy P. Resosudarmo, 2019. "Assimilation of rural-urban migrants under a less restrictive internal migration policy: Evidence from Indonesia," Departmental Working Papers 2019-04, The Australian National University, Arndt-Corden Department of Economics.
    5. Ding, Xiaozhou, 2021. "College education and internal migration in China," China Economic Review, Elsevier, vol. 69(C).

    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. Siddique Abu Bakkar, 2020. "Identity-based Earning Discrimination among Chinese People," IZA Journal of Development and Migration, Sciendo & Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 11(1), pages 1-42, January.
    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. 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. Sloczynski, Tymon, 2013. "Population Average Gender Effects," IZA Discussion Papers 7315, Institute of Labor Economics (IZA).
    6. 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.
    7. Philippe Van Kerm, 2013. "Generalized measures of wage differentials," Empirical Economics, Springer, vol. 45(1), pages 465-482, August.
    8. Sloczynski, Tymon, 2018. "Average Gaps and Oaxaca's Blinder Decompositions: A Cautionary Tale about Regression Estimates of Racial Differences in Labor Market Outcomes," IZA Discussion Papers 12041, Institute of Labor Economics (IZA).
    9. Pedro Orraca & Francisco Javier Cabrera & Gustavo Iriarte, 2016. "The gender wage gap and occupational segregation in the Mexican labour market," EconoQuantum, Revista de Economia y Negocios, Universidad de Guadalajara, Centro Universitario de Ciencias Economico Administrativas, Departamento de Metodos Cuantitativos y Maestria en Economia., vol. 13(1), pages 51-72, Enero-Jun.
    10. Pedro Orraca & Francisco-Javier Cabrera & Centro de Investigacion y Docencia Economicas A. C., 2016. "The gender wage gap and occupational segregation in the Mexican labour market," EconoQuantum, Revista de Economia y Finanzas, Universidad de Guadalajara, Centro Universitario de Ciencias Economico Administrativas, Departamento de Metodos Cuantitativos y Maestria en Economia., vol. 13(1), pages 51-72, Enero-Jun.
    11. Chen, Yiu Por (Vincent) & Zhang, Yuan, 2018. "A decomposition method on employment and wage discrimination and its application in urban China (2002–2013)," World Development, Elsevier, vol. 110(C), pages 1-12.
    12. 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.
    13. Gagnon, Jason & Xenogiani, Theodora & Xing, Chunbing, 2009. "Are all migrants really worse off in urban labour markets: new empirical evidence from China," MPRA Paper 16109, University Library of Munich, Germany.
    14. 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.
    15. Gevrek, Z. Eylem & Seiberlich, Ruben R., 2014. "Semiparametric decomposition of the gender achievement gap: An application for Turkey," Labour Economics, Elsevier, vol. 31(C), pages 27-44.
    16. Hübler, Olaf, 2003. "Geschlechtsspezifische Lohnunterschiede (Gender-specific wage differentials)," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 36(4), pages 539-559.
    17. 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.
    18. Luis Gamboa & Blanca Zuluaga, 2013. "Is There a Motherhood Penalty? Decomposing the Family Wage Gap in Colombia," Journal of Family and Economic Issues, Springer, vol. 34(4), pages 421-434, December.
    19. Hübler, Olaf, 2003. "Geschlechtsspezifische Lohnunterschiede (Gender-specific wage differentials)," Mitteilungen aus der Arbeitsmarkt- und Berufsforschung, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 36(4), pages 539-559.
    20. Stepan Jurajda & Teodora Paligorova, 2006. "Female Managers and Their Wages in Central Europe," CERGE-EI Working Papers wp296, The Center for Economic Research and Graduate Education - Economics Institute, Prague.

    More about this item

    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:bla:revinw:v:63:y:2017:i:4:p:821-840. 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: Wiley Content Delivery (email available below). General contact details of provider: https://edirc.repec.org/data/iariwea.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.