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The geography of migrant workers' income in China: Evidence from a migrants dynamic survey in 2017

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  • Haijiang Wu
  • Qichao Wu

Abstract

Studying the spatial pattern and determinants of migrant workers’ income is vital for grasping their mobility tendencies to better administer to this urban floating population and propel urbanization. Using 2017 data from the China Migrants Dynamic Survey, this paper adopts trend surface, standard deviation ellipse, and spatial correlation methods to describe the spatial pattern of migrant workers' income in China. It then employs econometric models to examine the spatial effects and determinants of migrant workers' income. The spatial pattern demonstrates an obvious cluster phenomenon for the migrant workers' income in prefectural cities. Based on this social context, our empirical results further show that migrant workers' income has a spatial dependence effect. Migrant workers' income is positively affected by the migrant workers' individual characteristics (demographics, outflow characteristics, social integration) and negatively affected by the external factors (public social services, economic development environment) of the cities into which they flow. There is salient spatial variation in the determinants of migrant workers' income in prefectural cities, which are divided into multifactorial influence zones, work experience and house price influence zones, and education and family influence zones by cluster analysis, and into eastern and midwestern influence zones according to China's three economic areas.

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  • Haijiang Wu & Qichao Wu, 2021. "The geography of migrant workers' income in China: Evidence from a migrants dynamic survey in 2017," Growth and Change, Wiley Blackwell, vol. 52(3), pages 1826-1851, September.
  • Handle: RePEc:bla:growch:v:52:y:2021:i:3:p:1826-1851
    DOI: 10.1111/grow.12520
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    1. Berry, Christopher R. & Glaeser, Edward L., 2005. "Divergence of Human Capital Levels across Cities," Working Paper Series rwp05-057, Harvard University, John F. Kennedy School of Government.
    2. Jesper Bagger & Fran?ois Fontaine & Fabien Postel-Vinay & Jean-Marc Robin, 2014. "Tenure, Experience, Human Capital, and Wages: A Tractable Equilibrium Search Model of Wage Dynamics," American Economic Review, American Economic Association, vol. 104(6), pages 1551-1596, June.
    3. Luc Anselin & Raymond J. G. M. Florax & Sergio J. Rey, 2004. "Econometrics for Spatial Models: Recent Advances," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax & Sergio J. Rey (ed.), Advances in Spatial Econometrics, chapter 1, pages 1-25, Springer.
    4. Todaro, Michael P, 1969. "A Model for Labor Migration and Urban Unemployment in Less Developed Countries," American Economic Review, American Economic Association, vol. 59(1), pages 138-148, March.
    5. Haijiang Wu & Stéphan Marette, 2020. "Local and Global Welfare When Regulating Organic Products: Should Local Regulation Target Production or Consumption?," Sustainability, MDPI, vol. 12(14), pages 1-19, July.
    6. Peneder, Michael, 2003. "Industrial structure and aggregate growth," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 427-448, December.
    7. Laura Hering & Sandra Poncet, 2010. "Market Access and Individual Wages: Evidence from China," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 145-159, February.
    8. Nonna Kushnirovich, 2015. "Economic Integration of Immigrant Entrepreneurs," Entrepreneurial Business and Economics Review, Centre for Strategic and International Entrepreneurship at the Cracow University of Economics., vol. 3(3), pages 9-27.
    9. Gao, Qin & Yang, Sui & Li, Shi, 2012. "Labor contracts and social insurance participation among migrant workers in China," China Economic Review, Elsevier, vol. 23(4), pages 1195-1205.
    10. Duranton, Gilles & Puga, Diego, 2004. "Micro-foundations of urban agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 48, pages 2063-2117, Elsevier.
    11. Zai Liang & Zhen Li & Zhongdong Ma, 2014. "Changing Patterns of the Floating Population in China, 2000–2010," Population and Development Review, The Population Council, Inc., vol. 40(4), pages 695-716, December.
    12. Curtis J. Simon, 1988. "Frictional Unemployment and the Role of Industrial Diversity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 103(4), pages 715-728.
    13. Anthony Howell, 2011. "Labor Market Segmentation in Urumqi, Xinjiang: Exposing Labor Market Segments and Testing the Relationship between Migration and Segmentation," Growth and Change, Wiley Blackwell, vol. 42(2), pages 200-226, June.
    14. Laura Hering & Sandra Poncet, 2010. "Income Per Capita Inequality in China: The Role of Economic Geography and Spatial Interactions," The World Economy, Wiley Blackwell, vol. 33(5), pages 655-679, May.
    15. Pede, Valerien O. & Sparks, Adam H. & McKinley, Justin D., 2012. "Regional Income Inequality and Economic Growth: A Spatial Econometrics Analysis for Provinces in the Philippines," 2012 Conference (56th), February 7-10, 2012, Fremantle, Australia 124402, Australian Agricultural and Resource Economics Society.
    16. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, December.
    17. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    18. Christopher R. Berry & Edward L. Glaeser, 2005. "The divergence of human capital levels across cities," Papers in Regional Science, Wiley Blackwell, vol. 84(3), pages 407-444, August.
    19. Xiang Luo & Zuo Zhang & Xun Xu & Chongming Li & Lu Zhang, 2020. "Birth without raising: Impact of labor migration on the medical benefits for migrant children in China," Growth and Change, Wiley Blackwell, vol. 51(2), pages 809-832, June.
    20. repec:hal:spmain:info:hdl:2441/7rep5mp5ij95l94ec64n5tdclp is not listed on IDEAS
    21. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels across Cities," Harvard Institute of Economic Research Working Papers 2091, Harvard - Institute of Economic Research.
    22. David Albouy, 2008. "Are Big Cities Bad Places to Live? Estimating Quality of Life across Metropolitan Areas," NBER Working Papers 14472, National Bureau of Economic Research, Inc.
    23. Luc Anselin & Raymond J. G. M. Florax, 1995. "New Directions in Spatial Econometrics: Introduction," Advances in Spatial Science, in: Luc Anselin & Raymond J. G. M. Florax (ed.), New Directions in Spatial Econometrics, chapter 1, pages 3-18, Springer.
    24. Christopher R. Berry & Edward L. Glaeser, 2005. "The Divergence of Human Capital Levels Across Cities," NBER Working Papers 11617, National Bureau of Economic Research, Inc.
    25. Solow, Robert M., 1979. "Another possible source of wage stickiness," Journal of Macroeconomics, Elsevier, vol. 1(1), pages 79-82.
    26. Robert W. Helsley & William C. Strange, 2014. "Coagglomeration, Clusters, and the Scale and Composition of Cities," Journal of Political Economy, University of Chicago Press, vol. 122(5), pages 1064-1093.
    27. Rosenthal, Stuart S. & Strange, William C., 2004. "Evidence on the nature and sources of agglomeration economies," Handbook of Regional and Urban Economics, in: J. V. Henderson & J. F. Thisse (ed.), Handbook of Regional and Urban Economics, edition 1, volume 4, chapter 49, pages 2119-2171, Elsevier.
    28. Alberto Díaz Dapena & Esteban Fernández Vázquez & Fernando Rubiera Morollón, 2018. "Labor Density and Wages in Spain: Evidence from Geographically Disaggregated Data," Growth and Change, Wiley Blackwell, vol. 49(1), pages 55-70, March.
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