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City size and urban labor productivity in China: New evidence from spatial city-level panel data analysis

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  • Chen, Jie
  • Zhou, Qian

Abstract

The previous literature has generally found that most Chinese cities were undersized in the 1990s. However, little is known about how urban agglomeration in China has evolved since the country began to experience much faster urbanization and deep marketization after 2000. Based on panel data of 281 cities between 2000 and 2013, our spatial panel data regression results show that the scale impact of city size on urban productivity appears to have an inverted U shape, and its effect will grow when the cities’ industrial structure becomes more dominated by the service sector. There are also significant spatial interactions and spatial heterogeneity of urban agglomeration among Chinese cities. Furthermore, we compute the optimal size for each city and find that most Chinese cities are still undersized in recent years. Based on our findings, we argue that the Chinese government should focus on promoting sufficient growth of medium sized cities in its new urbanization strategy.

Suggested Citation

  • Chen, Jie & Zhou, Qian, 2017. "City size and urban labor productivity in China: New evidence from spatial city-level panel data analysis," Economic Systems, Elsevier, vol. 41(2), pages 165-178.
  • Handle: RePEc:eee:ecosys:v:41:y:2017:i:2:p:165-178
    DOI: 10.1016/j.ecosys.2016.07.002
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    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. Au, Chun-Chung & Henderson, J. Vernon, 2006. "How migration restrictions limit agglomeration and productivity in China," Journal of Development Economics, Elsevier, vol. 80(2), pages 350-388, August.
    3. Tolley, George S., 1974. "The welfare economics of city bigness," Journal of Urban Economics, Elsevier, vol. 1(3), pages 324-345, July.
    4. Bertinelli, Luisito & Black, Duncan, 2004. "Urbanization and growth," Journal of Urban Economics, Elsevier, vol. 56(1), pages 80-96, July.
    5. Henderson, J V, 1974. "The Sizes and Types of Cities," American Economic Review, American Economic Association, vol. 64(4), pages 640-656, September.
    6. Jan Mutl & Michael Pfaffermayr, 2011. "The Hausman test in a Cliff and Ord panel model," Econometrics Journal, Royal Economic Society, vol. 14, pages 48-76, February.
    7. Peneder, Michael, 2003. "Industrial structure and aggregate growth," Structural Change and Economic Dynamics, Elsevier, vol. 14(4), pages 427-448, December.
    8. Gur Ofer, 1976. "Industrial Structure, Urbanization, and the Growth Strategy of Socialist Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 90(2), pages 219-244.
    9. Drucker, Joshua & Feser, Edward, 2012. "Regional industrial structure and agglomeration economies: An analysis of productivity in three manufacturing industries," Regional Science and Urban Economics, Elsevier, vol. 42(1-2), pages 1-14.
    10. Masahisa Fujita & Paul Krugman & Anthony J. Venables, 2001. "The Spatial Economy: Cities, Regions, and International Trade," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262561476, April.
    11. Fujita,Masahisa, 1991. "Urban Economic Theory," Cambridge Books, Cambridge University Press, number 9780521396455, September.
    12. 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.
    13. Anselin, Luc, 2007. "Spatial econometrics in RSUE: Retrospect and prospect," Regional Science and Urban Economics, Elsevier, vol. 37(4), pages 450-456, July.
    14. Iris Claus & Les Oxley & Ming Lu & Guanghua Wan, 2014. "Urbanization And Urban Systems In The People'S Republic Of China: Research Findings And Policy Recommendations," Journal of Economic Surveys, Wiley Blackwell, vol. 28(4), pages 671-685, September.
    15. Fogarty, Michael S. & Garofalo, Gasper A., 1988. "Urban spatial structure and productivity growth in the manufacturing sector of cities," Journal of Urban Economics, Elsevier, vol. 23(1), pages 60-70, January.
    16. Duranton, Gilles & Puga, Diego, 2005. "From sectoral to functional urban specialisation," Journal of Urban Economics, Elsevier, vol. 57(2), pages 343-370, March.
    17. Vincent Koen & Richard Herd & Xiao Wang & Thomas Chalaux, 2013. "Policies for Inclusive Urbanisation in China," OECD Economics Department Working Papers 1090, OECD Publishing.
    18. Randall W. Eberts & Daniel P. McMillen, 1999. "Agglomeration Economies and Urban Public Infrastructure," Book chapters authored by Upjohn Institute researchers, in: Paul Cheshire & Edwin S. Mills (ed.),handbook or Regional and Urban Economics, volume 3, pages 1455-1495, W.E. Upjohn Institute for Employment Research.
    19. Pavitt, Keith, 1984. "Sectoral patterns of technical change: Towards a taxonomy and a theory," Research Policy, Elsevier, vol. 13(6), pages 343-373, December.
    20. Whalley, John & Zhang, Shunming, 2007. "A numerical simulation analysis of (Hukou) labour mobility restrictions in China," Journal of Development Economics, Elsevier, vol. 83(2), pages 392-410, July.
    21. Timmer, Marcel P. & Szirmai, Adam, 2000. "Productivity growth in Asian manufacturing: the structural bonus hypothesis examined," Structural Change and Economic Dynamics, Elsevier, vol. 11(4), pages 371-392, December.
    22. Yaojiang Shi & Yu Bai & Yanni Shen & Kaleigh Kenny & Scott Rozelle, 2016. "Effects of Parental Migration on Mental Health of Left-behind Children: Evidence from Northwestern China," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 24(3), pages 105-122, May.
    23. Chong-En Bai & Chang-Tai Hsieh & Yingyi Qian, 2006. "The Return to Capital in China," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 37(2), pages 61-102.
    24. Livesey, D. A., 1973. "Optimum city size: A minimum congestion cost approach," Journal of Economic Theory, Elsevier, vol. 6(2), pages 144-161, April.
    25. Gilles Duranton & J. V. Henderson & William C. Strange (ed.), 2015. "Handbook of Regional and Urban Economics," Handbook of Regional and Urban Economics, Elsevier, edition 1, volume 5, number 5.
    26. 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.
    27. Duncan Black & Vernon Henderson, 1999. "A Theory of Urban Growth," Journal of Political Economy, University of Chicago Press, vol. 107(2), pages 252-284, April.
    28. J. Paul Elhorst, 2014. "Spatial Panel Data Models," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 37-93, Springer.
    29. J. Paul Elhorst, 2014. "Dynamic Spatial Panels: Models, Methods and Inferences," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 95-119, Springer.
    30. Fisch, Oscar, 1976. "Optimal city size, land tenure and the economic theory of clubs," Regional Science and Urban Economics, Elsevier, vol. 6(1), pages 33-44, March.
    31. 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.
    32. Wu, Zhongmin & Yao, Shujie, 2003. "Intermigration and intramigration in China: A theoretical and empirical analysis," China Economic Review, Elsevier, vol. 14(4), pages 371-385.
    33. Bosker, Maarten & Brakman, Steven & Garretsen, Harry & Schramm, Marc, 2012. "Relaxing Hukou: Increased labor mobility and China’s economic geography," Journal of Urban Economics, Elsevier, vol. 72(2), pages 252-266.
    34. Chun-Chung Au & J. Vernon Henderson, 2006. "Are Chinese Cities Too Small?," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 73(3), pages 549-576.
    35. Shihe Fu & Junjie Hong, 2011. "Testing Urbanization Economies In Manufacturing Industries: Urban Diversity Or Urban Size?," Journal of Regional Science, Wiley Blackwell, vol. 51(3), pages 585-603, August.
    36. Gabaix, Xavier & Ioannides, Yannis M., 2004. "The evolution of city size distributions," 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 53, pages 2341-2378, Elsevier.
    37. Song, Yang, 2014. "What should economists know about the current Chinese hukou system?," China Economic Review, Elsevier, vol. 29(C), pages 200-212.
    38. Tolley, George & Crihfield, John, 1987. "City size and place as policy issues," Handbook of Regional and Urban Economics, in: E. S. Mills (ed.), Handbook of Regional and Urban Economics, edition 1, volume 2, chapter 33, pages 1285-1311, Elsevier.
    39. Arnott, Richard, 1979. "Optimal city size in a spatial economy," Journal of Urban Economics, Elsevier, vol. 6(1), pages 65-89, January.
    40. Jixiang Yu & Kunrong Shen & Desu Liu, 2015. "Rural–Urban Migration, Substitutability of Human Capital and City Productivity: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 19(4), pages 877-891, November.
    41. Segal, David, 1976. "Are There Returns to Scale in City Size?," The Review of Economics and Statistics, MIT Press, vol. 58(3), pages 339-350, August.
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    More about this item

    Keywords

    City size; Industrial structure; Labor productivity; Spatial panel model;
    All these keywords.

    JEL classification:

    • R12 - Urban, Rural, Regional, Real Estate, and Transportation Economics - - General Regional Economics - - - Size and Spatial Distributions of Regional Economic Activity; Interregional Trade (economic geography)
    • J21 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Force and Employment, Size, and Structure

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