IDEAS home Printed from https://ideas.repec.org/a/bla/jregsc/v61y2021i2p352-386.html
   My bibliography  Save this article

Agglomeration and firm wage inequality: Evidence from China

Author

Listed:
  • Anping Chen
  • Tianshi Dai
  • Mark D. Partridge

Abstract

There is a large literature examining the effects of agglomeration on income distribution but less is known about its effects in developing countries. In this study, we apply panel data from a microfirm‐level survey and from city‐level data to investigate whether there is a causal relationship between agglomeration and establishment wage dispersion in China. Given the potential endogeneity of city size, we employ an instrumental variable regression approach. We find strong evidence that agglomeration has significant effects on wage inequality in the short and long run. The link between agglomeration and wage inequality is heterogeneous across regions. The spatially varying results appear to be due to different stages of development. Our results are consistent with the sorting models in that it appears that the most productive and least productive firms are relatively thriving in coastal cities, but not inland.

Suggested Citation

  • Anping Chen & Tianshi Dai & Mark D. Partridge, 2021. "Agglomeration and firm wage inequality: Evidence from China," Journal of Regional Science, Wiley Blackwell, vol. 61(2), pages 352-386, March.
  • Handle: RePEc:bla:jregsc:v:61:y:2021:i:2:p:352-386
    DOI: 10.1111/jors.12512
    as

    Download full text from publisher

    File URL: https://doi.org/10.1111/jors.12512
    Download Restriction: no

    File URL: https://libkey.io/10.1111/jors.12512?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
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Lemoine, Françoise & Poncet, Sandra & Ünal, Deniz, 2015. "Spatial rebalancing and industrial convergence in China," China Economic Review, Elsevier, vol. 34(C), pages 39-63.
    2. William R. Kerr & Scott Duke Kominers, 2015. "Agglomerative Forces and Cluster Shapes," The Review of Economics and Statistics, MIT Press, vol. 97(4), pages 877-899, October.
    3. Andrés Rodríguez‐Pose & Min Zhang, 2019. "Government institutions and the dynamics of urban growth in China," Journal of Regional Science, Wiley Blackwell, vol. 59(4), pages 633-668, September.
    4. Siqi Zheng & Weizeng Sun & Jianfeng Wu & Matthew E. Kahn, 2015. "The Birth of Edge Cities in China: Measuring the Spillover Effects of Industrial Parks," NBER Working Papers 21378, National Bureau of Economic Research, Inc.
    5. Pierre‐Philippe Combes & Gilles Duranton & Laurent Gobillon & Diego Puga & Sébastien Roux, 2012. "The Productivity Advantages of Large Cities: Distinguishing Agglomeration From Firm Selection," Econometrica, Econometric Society, vol. 80(6), pages 2543-2594, November.
    6. Donald R. Davis & Jonathan I. Dingel, 2019. "A Spatial Knowledge Economy," American Economic Review, American Economic Association, vol. 109(1), pages 153-170, January.
    7. Chen, Anping & Groenewold, Nicolaas, 2018. "The regional effects of macroeconomic shocks in China," China Economic Review, Elsevier, vol. 48(C), pages 139-154.
    8. Combes, Pierre-Philippe & Démurger, Sylvie & Li, Shi & Wang, Jianguo, 2020. "Unequal migration and urbanisation gains in China," Journal of Development Economics, Elsevier, vol. 142(C).
    9. Nathaniel Baum-Snow & Ronni Pavan, 2013. "Inequality and City Size," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1535-1548, December.
    10. Elhanan Helpman & Oleg Itskhoki & Marc-Andreas Muendler & Stephen J. Redding, 2017. "Trade and Inequality: From Theory to Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 357-405.
    11. Détang-Dessendre, Cécile & Partridge, Mark D. & Piguet, Virginie, 2016. "Local labor market flexibility in a perceived low migration country: The case of French labor markets," Regional Science and Urban Economics, Elsevier, vol. 58(C), pages 89-103.
    12. repec:hal:spmain:info:hdl:2441/6n1ke9ea1o83aqc0oducs7vd1q is not listed on IDEAS
    13. Jae Song & David J Price & Fatih Guvenen & Nicholas Bloom & Till von Wachter, 2019. "Firming Up Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 1-50.
    14. Enrico Moretti, 2013. "Real Wage Inequality," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 65-103, January.
    15. Marc J. Melitz & Giancarlo I. P. Ottaviano, 2021. "Market Size, Trade, and Productivity," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 4, pages 87-108, World Scientific Publishing Co. Pte. Ltd..
    16. D'Costa, Sabine & Overman, Henry G., 2014. "The urban wage growth premium: Sorting or learning?," Regional Science and Urban Economics, Elsevier, vol. 48(C), pages 168-179.
    17. Zhang, Wenjia & Kockelman, Kara M., 2016. "Optimal policies in cities with congestion and agglomeration externalities: Congestion tolls, labor subsidies, and place-based strategies," Journal of Urban Economics, Elsevier, vol. 95(C), pages 64-86.
    18. Jan Eeckhout & Roberto Pinheiro & Kurt Schmidheiny, 2014. "Spatial Sorting," Journal of Political Economy, University of Chicago Press, vol. 122(3), pages 554-620.
    19. Mayneris, Florian & Poncet, Sandra & Zhang, Tao, 2018. "Improving or disappearing: Firm-level adjustments to minimum wages in China," Journal of Development Economics, Elsevier, vol. 135(C), pages 20-42.
    20. Cecile Gaubert, 2018. "Firm Sorting and Agglomeration," NBER Working Papers 24478, National Bureau of Economic Research, Inc.
    21. Kristian Behrens & Gilles Duranton & Frédéric Robert-Nicoud, 2014. "Productive Cities: Sorting, Selection, and Agglomeration," Journal of Political Economy, University of Chicago Press, vol. 122(3), pages 507-553.
    22. Trevor Tombe & Xiaodong Zhu, 2019. "Trade, Migration, and Productivity: A Quantitative Analysis of China," American Economic Review, American Economic Association, vol. 109(5), pages 1843-1872, May.
    23. Rikard Forslid & Toshihiro Okubo, 2015. "Which Firms Are Left In The Periphery? Spatial Sorting Of Heterogeneous Firms With Scale Economies In Transportation," Journal of Regional Science, Wiley Blackwell, vol. 55(1), pages 51-65, January.
    24. Maria Jesus Herrer�as & Javier Ord��ez Monfort, 2015. "Testing Stochastic Convergence across Chinese Provinces, 1952-2008," Regional Studies, Taylor & Francis Journals, vol. 49(4), pages 485-501, April.
    25. Faberman, R. Jason & Freedman, Matthew, 2016. "The urban density premium across establishments," Journal of Urban Economics, Elsevier, vol. 93(C), pages 71-84.
    26. Nathaniel Baum-Snow & Ronni Pavan, 2012. "Understanding the City Size Wage Gap," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 79(1), pages 88-127.
    27. Li, Bin & Li, Tuo & Yu, Man & Chen, Bin, 2017. "Can equalization of public services narrow the regional disparities in China? A spatial econometrics approach," China Economic Review, Elsevier, vol. 44(C), pages 67-78.
    28. Chauvin, Juan Pablo & Glaeser, Edward & Ma, Yueran & Tobio, Kristina, 2017. "What is different about urbanization in rich and poor countries? Cities in Brazil, China, India and the United States," Journal of Urban Economics, Elsevier, vol. 98(C), pages 17-49.
    29. Susanne A. Frick & Andrés Rodríguez-Pose, 2016. "Average city size and economic growth," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(2), pages 301-318.
    30. Ding, Chengri & Niu, Yi, 2019. "Market size, competition, and firm productivity for manufacturing in China," Regional Science and Urban Economics, Elsevier, vol. 74(C), pages 81-98.
    31. Jeffrey Brinkman & Daniele Coen‐Pirani & Holger Sieg, 2015. "Firm Dynamics In An Urban Economy ," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56(4), pages 1135-1164, November.
    32. 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, December.
    33. Antonio Accetturo & Alberto Dalmazzo & Guido Blasio, 2014. "Skill Polarization In Local Labor Markets Under Share-Altering Technical Change," Journal of Regional Science, Wiley Blackwell, vol. 54(2), pages 249-272, March.
    34. Paul Collier & Anthony J Venables, 2018. "Who gets the urban surplus?," Journal of Economic Geography, Oxford University Press, vol. 18(3), pages 523-538.
    35. Zhiqiang Liu, 2014. "Human capital externalities in cities: evidence from Chinese manufacturing firms," Journal of Economic Geography, Oxford University Press, vol. 14(3), pages 621-649.
    36. Chen, Anping & Groenewold, Nicolaas, 2013. "Does investment allocation affect the inter-regional output gap in China? A time-series investigation," China Economic Review, Elsevier, vol. 26(C), pages 197-206.
    37. Brandt, Loren & Morrow, Peter M., 2017. "Tariffs and the organization of trade in China," Journal of International Economics, Elsevier, vol. 104(C), pages 85-103.
    38. Forslid, Rikard & Okubo, Toshihiro, 2014. "Spatial sorting with heterogeneous firms and heterogeneous sectors," Regional Science and Urban Economics, Elsevier, vol. 46(C), pages 42-56.
    39. Gilles Duranton, 2015. "Growing through Cities in Developing Countries," The World Bank Research Observer, World Bank, vol. 30(1), pages 39-73.
    40. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    41. Anping Chen & Mark D. Partridge, 2013. "When are Cities Engines of Growth in China? Spread and Backwash Effects across the Urban Hierarchy," Regional Studies, Taylor & Francis Journals, vol. 47(8), pages 1313-1331, September.
    42. Gaubert, Cécile, 2018. "Firm Sorting and Agglomeration," CEPR Discussion Papers 12835, C.E.P.R. Discussion Papers.
    43. Chen, Zhiyuan & Zhang, Jie & Zheng, Wenping, 2017. "Import and innovation: Evidence from Chinese firms," European Economic Review, Elsevier, vol. 94(C), pages 205-220.
    44. Anping Chen & Nicolaas Groenewold, 2014. "The regional economic effects of a reduction in carbon emissions and an evaluation of offsetting policies in China," Papers in Regional Science, Wiley Blackwell, vol. 93(2), pages 429-453, June.
    45. Mark D. Partridge, 2005. "Does Income Distribution Affect U.S. State Economic Growth?," Journal of Regional Science, Wiley Blackwell, vol. 45(2), pages 363-394, May.
    46. Wang, Ting & Chanda, Areendam, 2018. "Manufacturing growth and local employment multipliers in China," Journal of Comparative Economics, Elsevier, vol. 46(2), pages 515-543.
    47. repec:hal:wpspec:info:hdl:2441/6n1ke9ea1o83aqc0oducs7vd1q is not listed on IDEAS
    48. Loren Brandt & Johannes Van Biesebroeck & Luhang Wang & Yifan Zhang, 2017. "WTO Accession and Performance of Chinese Manufacturing Firms," American Economic Review, American Economic Association, vol. 107(9), pages 2784-2820, September.
    49. William Hauk & Romain Wacziarg, 2009. "A Monte Carlo study of growth regressions," Journal of Economic Growth, Springer, vol. 14(2), pages 103-147, June.
    50. Kamar Ali & M. Rose Olfert & Mark Partridge, 2011. "Urban Footprints in Rural Canada: Employment Spillovers by City Size," Regional Studies, Taylor & Francis Journals, vol. 45(2), pages 239-260.
    51. Pierre-Philippe Combes & Sylvie Démurger & Shi Li, 2015. "Migration Externalities in China," Post-Print halshs-01137798, HAL.
    52. Combes, Pierre-Philippe & Duranton, Gilles & Gobillon, Laurent, 2008. "Spatial wage disparities: Sorting matters!," Journal of Urban Economics, Elsevier, vol. 63(2), pages 723-742, March.
    53. Fei Wang & Liqiu Zhao & Zhong Zhao, 2017. "China’s family planning policies and their labor market consequences," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(1), pages 31-68, January.
    54. repec:hal:pseose:hal-00812695 is not listed on IDEAS
    55. Chen, Binkai & Liu, Dan & Lu, Ming, 2018. "City size, migration and urban inequality in China," China Economic Review, Elsevier, vol. 51(C), pages 42-58.
    56. Combes, Pierre-Philippe & Démurger, Sylvie & Li, Shi, 2015. "Migration externalities in Chinese cities," European Economic Review, Elsevier, vol. 76(C), pages 152-167.
    57. Nathaniel Baum-Snow & Matthew Freedman & Ronni Pavan, 2018. "Why Has Urban Inequality Increased?," American Economic Journal: Applied Economics, American Economic Association, vol. 10(4), pages 1-42, October.
    58. 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).
    59. repec:oup:restud:v:84:y::i:1:p:357-405. is not listed on IDEAS
    60. Pan, Liqun & Mukhopadhaya, Pundarik & Li, Jing, 2019. "The changing texture of the city-size wage differential in Chinese cities – Effects of skill and identity," China Economic Review, Elsevier, vol. 53(C), pages 191-210.
    61. Hu, Cui & Xu, Zhaoyuan & Yashiro, Naomitsu, 2015. "Agglomeration and productivity in China: Firm level evidence," China Economic Review, Elsevier, vol. 33(C), pages 50-66.
    62. Cecile Gaubert, 2018. "Firm Sorting and Agglomeration," American Economic Review, American Economic Association, vol. 108(11), pages 3117-3153, November.
    63. Jeffrey Brinkman & Daniele Coen‐Pirani & Holger Sieg, 2015. "Firm Dynamics In An Urban Economy," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 56, pages 1135-1164, November.
    64. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2014. "Challenges of working with the Chinese NBS firm-level data," China Economic Review, Elsevier, vol. 30(C), pages 339-352.
    65. Liqun Pan & Pundarik Mukhopadhaya & Jing Li, 2016. "City Size and Wage Disparity in Segmented Labour Market in China," Australian Economic Papers, Wiley Blackwell, vol. 55(2), pages 128-148, June.
    66. Kristin J. Forbes, 2000. "A Reassessment of the Relationship between Inequality and Growth," American Economic Review, American Economic Association, vol. 90(4), pages 869-887, September.
    67. Kristian Behrens & Frédéric Robert‐Nicoud, 2014. "Survival of the Fittest in Cities: Urbanisation and Inequality," Economic Journal, Royal Economic Society, vol. 124(581), pages 1371-1400, December.
    68. Hisamitsu Saito & JunJie Wu, 2016. "Agglomeration, Congestion, And U.S. Regional Disparities In Employment Growth," Journal of Regional Science, Wiley Blackwell, vol. 56(1), pages 53-71, January.
    69. Lutz Hendricks, 2011. "The Skill Composition Of U.S. Cities," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 52(1), pages 1-32, February.
    70. Stuart S. Rosenthal & William C. Strange, 2008. "Agglomeration and Hours Worked," The Review of Economics and Statistics, MIT Press, vol. 90(1), pages 105-118, February.
    71. Pierre-Philippe Combes & Sylvie Démurger & Shi Li, 2015. "Migration externalities in Chinese cities," Post-Print halshs-01089710, HAL.
    72. Belal N. Fallah & Mark D. Partridge & M. Rose Olfert, 2011. "New economic geography and US metropolitan wage inequality -super-‡," Journal of Economic Geography, Oxford University Press, vol. 11(5), pages 865-895, September.
    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. Zhipeng Gao & Zhenyu Wang & Mi Zhou, 2023. "Is China’s Urbanization Inclusive?—Comparative Research Based on Machine Learning Algorithms," Sustainability, MDPI, vol. 15(4), pages 1-16, February.
    2. Han Bu & Zhou Xun & Sha Cai, 2024. "Big data and inter-firm wage disparities: theory and evidence from China," Economic Change and Restructuring, Springer, vol. 57(4), pages 1-36, August.
    3. Yuan, Zhengrong & Ding, Hai & Yu, Qiuzuo, 2024. "High temperature, bargaining power and within-firm wage inequality: Evidence from China," Economic Modelling, Elsevier, vol. 135(C).
    4. Zheng, Jing & Liang, Sai & Ma, Jing & Liu, Guoqiao & Wu, Yirong, 2022. "Can tourism enhance Chinese subjective well-being?," Annals of Tourism Research, Elsevier, vol. 93(C).
    5. Diana Silva & Carlos Azzoni, 2022. "Worker and firm heterogeneity, agglomeration, and wages in Brazil," Papers in Regional Science, Wiley Blackwell, vol. 101(1), pages 107-133, February.

    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. Combes, Pierre-Philippe & Gobillon, Laurent, 2015. "The Empirics of Agglomeration Economies," 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 247-348, Elsevier.
    2. Behrens, Kristian & Robert-Nicoud, Frédéric, 2015. "Agglomeration Theory with Heterogeneous Agents," 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 171-245, Elsevier.
    3. Farrokhi, Farid & Jinkins, David, 2019. "Wage inequality and the location of cities," Journal of Urban Economics, Elsevier, vol. 111(C), pages 76-92.
    4. Ahlfeldt, Gabriel M. & Pietrostefani, Elisabetta, 2019. "The economic effects of density: A synthesis," Journal of Urban Economics, Elsevier, vol. 111(C), pages 93-107.
    5. Farid Farrokhi, 2021. "Skill, Agglomeration, And Inequality In The Spatial Economy," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 62(2), pages 671-721, May.
    6. Rikard Forslid & Toshihiro Okubo, 2021. "Agglomeration of low-productive entrepreneurs to large regions: a simple model," Spatial Economic Analysis, Taylor & Francis Journals, vol. 16(4), pages 471-486, October.
    7. Grover, Arti & Lall, Somik & Timmis, Jonathan, 2023. "Agglomeration economies in developing countries: A meta-analysis," Regional Science and Urban Economics, Elsevier, vol. 101(C).
    8. Jordy Meekes & Wolter H. J. Hassink, 2023. "Endogenous local labour markets, regional aggregation and agglomeration economies," Regional Studies, Taylor & Francis Journals, vol. 57(1), pages 13-25, January.
    9. Stef Proost & Jacques-François Thisse, 2019. "What Can Be Learned from Spatial Economics?," Journal of Economic Literature, American Economic Association, vol. 57(3), pages 575-643, September.
    10. Ding, Chengri & Niu, Yi, 2019. "Market size, competition, and firm productivity for manufacturing in China," Regional Science and Urban Economics, Elsevier, vol. 74(C), pages 81-98.
    11. Spanos, Grigorios, 2022. "Organization & density-related differences in within-firm wage disparities," Regional Science and Urban Economics, Elsevier, vol. 95(C).
    12. Galster, George C. & Osland, Liv, 2024. "Educational and gender heterogeneity of the rural-urban earnings premium: New evidence from Norway," Regional Science and Urban Economics, Elsevier, vol. 105(C).
    13. Combes, Pierre-Philippe & Démurger, Sylvie & Li, Shi & Wang, Jianguo, 2020. "Unequal migration and urbanisation gains in China," Journal of Development Economics, Elsevier, vol. 142(C).
    14. Koster, Hans R.A. & Ozgen, Ceren, 2021. "Cities and tasks," Journal of Urban Economics, Elsevier, vol. 126(C).
    15. Anthony Howell & Chong Liu & Rudai Yang, 2020. "Explaining the urban premium in Chinese cities and the role of place-based policies," Environment and Planning A, , vol. 52(7), pages 1332-1356, October.
    16. Chen, Binkai & Liu, Dan & Lu, Ming, 2018. "City size, migration and urban inequality in China," China Economic Review, Elsevier, vol. 51(C), pages 42-58.
    17. Eckert, Fabian & Hejlesen, Mads & Walsh, Conor, 2022. "The return to big-city experience: Evidence from refugees in Denmark," Journal of Urban Economics, Elsevier, vol. 130(C).
    18. Gilles Duranton & Diego Puga, 2020. "The Economics of Urban Density," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 3-26, Summer.
    19. repec:spo:wpmain:info:hdl:2441/1kv8mtgl748r0ahh12air9erdc is not listed on IDEAS
    20. Fabio Cerina & Elisa Dienesch & Alessio Moro & Michelle Rendall, 2023. "Spatial Polarisation," The Economic Journal, Royal Economic Society, vol. 133(649), pages 30-69.
    21. repec:hal:spmain:info:hdl:2441/1kv8mtgl748r0ahh12air9erdc is not listed on IDEAS
    22. Liu, Sitian & Su, Yichen, 2022. "The Effect of Working from Home on the Agglomeration Economies of Cities: Evidence from Advertised Wages," MPRA Paper 113108, University Library of Munich, Germany.

    More about this item

    JEL classification:

    • R1 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics

    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:jregsc:v:61:y:2021:i:2:p:352-386. 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: http://www.blackwellpublishing.com/journal.asp?ref=0022-4146 .

    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.