IDEAS home Printed from https://ideas.repec.org/a/plo/pone00/0281669.html
   My bibliography  Save this article

The role amenities play in spatial sorting of migrants and their impact on welfare: Evidence from China

Author

Listed:
  • Yunda Zhang

Abstract

From 2005 to 2015, China’s high-skilled labor was increasingly concentrated in cities with high wages and high rents, while a narrowing of the wage gap between high- and low-skilled labor showed an opposite trend to an increase in geographic sorting. In this research, I estimated a spatial equilibrium structural model to identify the causes of this phenomenon and its impact on welfare. Changes in local labor demand essentially led to an increase in skill sorting, and changes in urban amenities further contributed to this trend. An agglomeration of high-skilled labor raised local productivity, increased wages for all workers, reduced the real wage gap, and widened the welfare gap between workers with different skills. In contrast to the welfare effects of changes in the wage gap driven by exogenous productivity changes, changes in urban wages, rents, and amenities increased welfare inequality between high- and low-skilled workers, but this is mainly because the utility of low-skilled workers from urban amenities is constrained by migration costs; if migration costs caused by China’s household registration policy were eliminated, changes in urban wages, rents, and amenities would reduce welfare inequality between high- and low-skilled workers to a greater extent than a reduction in the real wage gap between these two groups.

Suggested Citation

  • Yunda Zhang, 2023. "The role amenities play in spatial sorting of migrants and their impact on welfare: Evidence from China," PLOS ONE, Public Library of Science, vol. 18(2), pages 1-40, February.
  • Handle: RePEc:plo:pone00:0281669
    DOI: 10.1371/journal.pone.0281669
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosone/article?id=10.1371/journal.pone.0281669
    Download Restriction: no

    File URL: https://journals.plos.org/plosone/article/file?id=10.1371/journal.pone.0281669&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pone.0281669?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. Joan Llull, 2018. "Immigration, Wages, and Education: A Labour Market Equilibrium Structural Model," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(3), pages 1852-1896.
    2. 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.
    3. John Kennan & James R. Walker, 2011. "The Effect of Expected Income on Individual Migration Decisions," Econometrica, Econometric Society, vol. 79(1), pages 211-251, January.
    4. David H. Autor & David Dorn & Gordon H. Hanson, 2013. "The China Syndrome: Local Labor Market Effects of Import Competition in the United States," American Economic Review, American Economic Association, vol. 103(6), pages 2121-2168, October.
    5. Joan Monras, 2020. "Immigration and Wage Dynamics: Evidence from the Mexican Peso Crisis," Journal of Political Economy, University of Chicago Press, vol. 128(8), pages 3017-3089.
    6. Patrick Bayer & Fernando Ferreira & Robert McMillan, 2007. "A Unified Framework for Measuring Preferences for Schools and Neighborhoods," Journal of Political Economy, University of Chicago Press, vol. 115(4), pages 588-638, August.
    7. Jesse M. Shapiro, 2006. "Smart Cities: Quality of Life, Productivity, and the Growth Effects of Human Capital," The Review of Economics and Statistics, MIT Press, vol. 88(2), pages 324-335, May.
    8. David H. Autor & David Dorn, 2013. "The Growth of Low-Skill Service Jobs and the Polarization of the US Labor Market," American Economic Review, American Economic Association, vol. 103(5), pages 1553-1597, August.
    9. Steven T. Berry & Philip A. Haile, 2014. "Identification in Differentiated Products Markets Using Market Level Data," Econometrica, Econometric Society, vol. 82, pages 1749-1797, September.
    10. Dan Black & Natalia Kolesnikova & Lowell Taylor, 2009. "Earnings Functions When Wages and Prices Vary by Location," Journal of Labor Economics, University of Chicago Press, vol. 27(1), pages 21-47, January.
    11. Enrico Moretti, 2013. "Real Wage Inequality," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 65-103, January.
    12. Roback, Jennifer, 1982. "Wages, Rents, and the Quality of Life," Journal of Political Economy, University of Chicago Press, vol. 90(6), pages 1257-1278, December.
    13. Albert Saiz, 2010. "The Geographic Determinants of Housing Supply," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 125(3), pages 1253-1296.
    14. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    15. Huang, Daisy J. & Leung, Charles K. & Qu, Baozhi, 2015. "Do bank loans and local amenities explain Chinese urban house prices?," China Economic Review, Elsevier, vol. 34(C), pages 19-38.
    16. Steven Berry & James Levinsohn & Ariel Pakes, 2004. "Differentiated Products Demand Systems from a Combination of Micro and Macro Data: The New Car Market," Journal of Political Economy, University of Chicago Press, vol. 112(1), pages 68-105, February.
    17. David Albouy & Bryan A. Stuart, 2020. "Urban Population And Amenities: The Neoclassical Model Of Location," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(1), pages 127-158, February.
    18. Jan K. Brueckner & Stuart S. Rosenthal, 2009. "Gentrification and Neighborhood Housing Cycles: Will America's Future Downtowns Be Rich?," The Review of Economics and Statistics, MIT Press, vol. 91(4), pages 725-743, November.
    19. Bayer, Patrick & Keohane, Nathaniel & Timmins, Christopher, 2009. "Migration and hedonic valuation: The case of air quality," Journal of Environmental Economics and Management, Elsevier, vol. 58(1), pages 1-14, July.
    20. Arthur Lewbel & Krishna Pendakur, 2009. "Tricks with Hicks: The EASI Demand System," American Economic Review, American Economic Association, vol. 99(3), pages 827-863, June.
    21. Timothy J. Bartik, 1991. "Who Benefits from State and Local Economic Development Policies?," Books from Upjohn Press, W.E. Upjohn Institute for Employment Research, number wbsle.
    22. Alexandros Mourmouras & Peter Rangazas, 2013. "Efficient urban bias," Journal of Economic Geography, Oxford University Press, vol. 13(3), pages 451-471, May.
    23. 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.
    24. Matthew J. Notowidigdo, 2020. "The Incidence of Local Labor Demand Shocks," Journal of Labor Economics, University of Chicago Press, vol. 38(3), pages 687-725.
    25. Jessie Handbury, 2021. "Are Poor Cities Cheap for Everyone? Non‐Homotheticity and the Cost of Living Across U.S. Cities," Econometrica, Econometric Society, vol. 89(6), pages 2679-2715, November.
    26. Guerrieri, Veronica & Hartley, Daniel & Hurst, Erik, 2013. "Endogenous gentrification and housing price dynamics," Journal of Public Economics, Elsevier, vol. 100(C), pages 45-60.
    27. Morris A. Davis & Francois Ortalo-Magne, 2011. "Household Expenditures, Wages, Rents," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 14(2), pages 248-261, April.
    28. Saks, Raven E., 2008. "Job creation and housing construction: Constraints on metropolitan area employment growth," Journal of Urban Economics, Elsevier, vol. 64(1), pages 178-195, July.
    29. Matias Busso & Jesse Gregory & Patrick Kline, 2013. "Assessing the Incidence and Efficiency of a Prominent Place Based Policy," American Economic Review, American Economic Association, vol. 103(2), pages 897-947, April.
    30. Christian Dustmann & Albrecht Glitz, 2015. "How Do Industries and Firms Respond to Changes in Local Labor Supply?," Journal of Labor Economics, University of Chicago Press, vol. 33(3), pages 711-750.
    31. Suphanit Piyapromdee, 2021. "The Impact of Immigration on Wages, Internal Migration, and Welfare," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 88(1), pages 406-453.
    32. Joseph Gyourko & Albert Saiz & Anita Summers, 2008. "A New Measure of the Local Regulatory Environment for Housing Markets: The Wharton Residential Land Use Regulatory Index," Urban Studies, Urban Studies Journal Limited, vol. 45(3), pages 693-729, March.
    33. Fang, Min & Huang, Zibin, 2022. "Migration, housing constraints, and inequality: A quantitative analysis of China," Labour Economics, Elsevier, vol. 78(C).
    34. 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.
    35. 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.
    36. 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.
    Full references (including those not matched with items on IDEAS)

    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. Xu, Shang & Klaiber, Allen & Miteva, Daniela, 2018. "The Impact of Concessions on Household Location Choice and Well-Being in Indonesia," 2018 Annual Meeting, August 5-7, Washington, D.C. 274009, Agricultural and Applied Economics Association.
    2. Ganong, Peter & Shoag, Daniel, 2017. "Why has regional income convergence in the U.S. declined?," Journal of Urban Economics, Elsevier, vol. 102(C), pages 76-90.
    3. Howard, Greg & Liebersohn, Jack, 2021. "Why is the rent so darn high? The role of growing demand to live in housing-supply-inelastic cities," Journal of Urban Economics, Elsevier, vol. 124(C).
    4. Rebecca Diamond, 2016. "The Determinants and Welfare Implications of US Workers' Diverging Location Choices by Skill: 1980-2000," American Economic Review, American Economic Association, vol. 106(3), pages 479-524, March.
    5. Lena Edlund & Cecilia Machado & Maria Sviatschi, 2022. "Gentrification and the Rising Returns to Skill," Economica, London School of Economics and Political Science, vol. 89(354), pages 258-292, April.
    6. Arntz, Melanie & Brüll, Eduard & Lipowski, Cäcilia, 2021. "Do preferences for urban amenities really differ by skill?," ZEW Discussion Papers 21-045, ZEW - Leibniz Centre for European Economic Research.
    7. Edlund, Lena & Machado, Cecilia & Sviatschi, Maria Micaela, 2015. "Bright Minds, Big Rent: Gentrification and the Rising Returns to Skill," IZA Discussion Papers 9502, Institute of Labor Economics (IZA).
    8. Elisa Giannone, 2017. "Skill-Biased Technical Change and Regional Convergence," 2017 Meeting Papers 190, Society for Economic Dynamics.
    9. Fabian Eckert & Tatjana Kleineberg, 2019. "Can We Save the American Dream? A Dynamic General Equilibrium Analysis of the Effects of School Financing on Local Opportunities," 2019 Meeting Papers 1197, Society for Economic Dynamics.
    10. Edlund, Lena & Machado, Cecilia & Sviatschi, Maria, 2015. "Bright Minds, Big Rent: Gentrification and the Rising Returns to Skill," IZA Discussion Papers 9502, Institute of Labor Economics (IZA).
    11. Kahn, Matthew E. & Walsh, Randall, 2015. "Cities and the Environment," Handbook of Regional and Urban Economics, in: Gilles Duranton & J. V. Henderson & William C. Strange (ed.), Handbook of Regional and Urban Economics, edition 1, volume 5, chapter 0, pages 405-465, Elsevier.
    12. Moretti, Enrico, 2011. "Local Labor Markets," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 4, chapter 14, pages 1237-1313, Elsevier.
    13. Eckert,Fabian & Kleineberg,Tatjana Karina, 2021. "Saving the American Dream ? Education Policies in Spatial General Equilibrium," Policy Research Working Paper Series 9574, The World Bank.
    14. Greg Howard & Jack Liebersohn, 2023. "Regional Divergence and House Prices," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 49, pages 312-350, July.
    15. Liang Zheng, 2016. "What city amenities matter in attracting smart people?," Papers in Regional Science, Wiley Blackwell, vol. 95(2), pages 309-327, June.
    16. Sevrin Waights, 2019. "The preservation of historic districts—is it worth it?," Journal of Economic Geography, Oxford University Press, vol. 19(2), pages 433-464.
    17. Broxterman, Daniel A. & Yezer, Anthony M., 2015. "Why does skill intensity vary across cities? The role of housing cost," Regional Science and Urban Economics, Elsevier, vol. 55(C), pages 14-27.
    18. Benjamin Austin & Edward Glaeser & Lawrence Summers, 2018. "Jobs for the Heartland: Place-Based Policies in 21st-Century America," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 49(1 (Spring), pages 151-255.
    19. Michael Amior & Alan Manning, 2018. "The Persistence of Local Joblessness," American Economic Review, American Economic Association, vol. 108(7), pages 1942-1970, July.
    20. Ganong, Peter & Shoag, Daniel, 2012. "Why Has Regional Convergence in the U.S. Stopped?," Working Paper Series rwp12-028, Harvard University, John F. Kennedy School of Government.

    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:plo:pone00:0281669. 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: plosone (email available below). General contact details of provider: https://journals.plos.org/plosone/ .

    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.