IDEAS home Printed from https://ideas.repec.org/a/eee/ecmode/v95y2021icp473-488.html
   My bibliography  Save this article

The effects of urban transformation on productivity spillovers in China

Author

Listed:
  • He, Ming
  • Chen, Yang
  • van Marrewijk, Charles

Abstract

We analyze the impact of China's massive urban-transformation process on productivity spillovers for the east-coast electrical apparatus sector by combining the sub-prefecture-level population census data in 2000 and 2010 with detailed firm-level data from 1999 to 2007. At the sub-prefecture level, we identify three types of regions (metro-core, metro-ring, and non-metro) and develop three urban transformation measures (modernization, mobility, and disparity). A tailored spatial Durbin model enables us to distinguish between intra- and inter-regional technology spillovers. The baseline model reveals strong technology spillovers between neighboring firms, particularly those in close range. All three types of urban-transformation measures have significant impacts on technology spillovers. Modernization and mobility boost spillover effects, whereas economic disparity impedes inter-regional spillovers. Based on the structural difference between the three types of regions, our findings imply that metro-ring and non-metro regions are the major beneficiaries of productivity spillovers related to urban transformation.

Suggested Citation

  • He, Ming & Chen, Yang & van Marrewijk, Charles, 2021. "The effects of urban transformation on productivity spillovers in China," Economic Modelling, Elsevier, vol. 95(C), pages 473-488.
  • Handle: RePEc:eee:ecmode:v:95:y:2021:i:c:p:473-488
    DOI: 10.1016/j.econmod.2020.03.014
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S026499931931123X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.econmod.2020.03.014?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    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. Ioannis Bournakis & Dimitris Christopoulos & Sushanta Mallick, 2018. "Knowledge Spillovers And Output Per Worker: An Industry‐Level Analysis For Oecd Countries," Economic Inquiry, Western Economic Association International, vol. 56(2), pages 1028-1046, April.
    3. Chang-Tai Hsieh & Zheng (Michael) Song, 2015. "Grasp the Large, Let Go of the Small: The Transformation of the State Sector in China," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 50(1 (Spring), pages 295-366.
    4. Daniel Berkowitz & Hong Ma & Shuichiro Nishioka, 2017. "Recasting the Iron Rice Bowl: The Reform of China's State-Owned Enterprises," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 735-747, July.
    5. Lee, Lung-fei & Yu, Jihai, 2010. "Estimation of spatial autoregressive panel data models with fixed effects," Journal of Econometrics, Elsevier, vol. 154(2), pages 165-185, February.
    6. 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.
    7. Anwar, Sajid & Sun, Sizhong, 2014. "Heterogeneity and curvilinearity of FDI-related productivity spillovers in China's manufacturing sector," Economic Modelling, Elsevier, vol. 41(C), pages 23-32.
    8. Kelejian, Harry H & Prucha, Ingmar R, 1998. "A Generalized Spatial Two-Stage Least Squares Procedure for Estimating a Spatial Autoregressive Model with Autoregressive Disturbances," The Journal of Real Estate Finance and Economics, Springer, vol. 17(1), pages 99-121, July.
    9. Knight, John & Deng, Quheng & Li, Shi, 2011. "The puzzle of migrant labour shortage and rural labour surplus in China," China Economic Review, Elsevier, vol. 22(4), pages 585-600.
    10. Melo, Patricia C. & Graham, Daniel J. & Brage-Ardao, Ruben, 2013. "The productivity of transport infrastructure investment: A meta-analysis of empirical evidence," Regional Science and Urban Economics, Elsevier, vol. 43(5), pages 695-706.
    11. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    12. Sai Ding & Alessandra Guariglia & Richard Harris, 2016. "The determinants of productivity in Chinese large and medium-sized industrial firms, 1998–2007," Journal of Productivity Analysis, Springer, vol. 45(2), pages 131-155, April.
    13. Gilles Duranton, 2007. "From cities to productivity and growth in developing countries," Working Papers tecipa-306, University of Toronto, Department of Economics.
    14. Chang-Tai Hsieh & Zheng (Michael) Song, 2015. "Grasp the Large, Let Go of the Small: The Transformation of the State Sector in China," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 46(1 (Spring), pages 295-366.
    15. Chen, Minjia & Guariglia, Alessandra, 2013. "Internal financial constraints and firm productivity in China: Do liquidity and export behavior make a difference?," Journal of Comparative Economics, Elsevier, vol. 41(4), pages 1123-1140.
    16. Fu, Yuming & Gabriel, Stuart A., 2012. "Labor migration, human capital agglomeration and regional development in China," Regional Science and Urban Economics, Elsevier, vol. 42(3), pages 473-484.
    17. Boeing, Philipp & Mueller, Elisabeth & Sandner, Philipp, 2016. "China's R&D explosion—Analyzing productivity effects across ownership types and over time," Research Policy, Elsevier, vol. 45(1), pages 159-176.
    18. Paul D. Deng & Gary H. Jefferson, 2011. "Explaining Spatial Convergence of China's Industrial Productivity," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 73, pages 818-832, December.
    19. Chen, Qin & Song, Zheng, 2014. "Accounting for China's urbanization," China Economic Review, Elsevier, vol. 30(C), pages 485-494.
    20. Yuan Zhang & Ting Shao & Qi Dong, 2018. "Reassessing the Lewis Turning Point in China: Evidence from 70,000 Rural Households," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 26(1), pages 4-17, January.
    21. Chang-Tai Hsieh & Peter J. Klenow, 2009. "Misallocation and Manufacturing TFP in China and India," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(4), pages 1403-1448.
    22. Nathaniel Baum-Snow & Loren Brandt & J. Vernon Henderson & Matthew A. Turner & Qinghua Zhang, 2017. "Roads, Railroads, and Decentralization of Chinese Cities," The Review of Economics and Statistics, MIT Press, vol. 99(3), pages 435-448, July.
    23. Hang Gao & Johannes Van Biesebroeck, 2014. "Effects of Deregulation and Vertical Unbundling on the Performance of China's Electricity Generation Sector," Journal of Industrial Economics, Wiley Blackwell, vol. 62(1), pages 41-76, March.
    24. Manfred M. Fischer & Arthur Getis (ed.), 2010. "Handbook of Applied Spatial Analysis," Springer Books, Springer, number 978-3-642-03647-7, November.
    25. Bournakis, Ioannis & Mallick, Sushanta, 2018. "TFP estimation at firm level: The fiscal aspect of productivity convergence in the UK," Economic Modelling, Elsevier, vol. 70(C), pages 579-590.
    26. Kumar, Alok & Kober, Brianne, 2012. "Urbanization, human capital, and cross-country productivity differences," Economics Letters, Elsevier, vol. 117(1), pages 14-17.
    27. Raymond Riezman & Ping Wang & Eric Bond, 2015. "Urbanization and Economic Development: A Tale of Two Barriers," 2015 Meeting Papers 566, Society for Economic Dynamics.
    28. Jonathan E. Haskel & Sonia C. Pereira & Matthew J. Slaughter, 2007. "Does Inward Foreign Direct Investment Boost the Productivity of Domestic Firms?," The Review of Economics and Statistics, MIT Press, vol. 89(3), pages 482-496, August.
    29. Glaeser, Edward L & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1992. "Growth in Cities," Journal of Political Economy, University of Chicago Press, vol. 100(6), pages 1126-1152, December.
      • Edward L. Glaeser & Hedi D. Kallal & Jose A. Scheinkman & Andrei Shleifer, 1991. "Growth in Cities," NBER Working Papers 3787, National Bureau of Economic Research, Inc.
      • Glaeser, Edward Ludwig & Kallal, Hedi D. & Scheinkman, Jose A. & Shleifer, Andrei, 1992. "Growth in Cities," Scholarly Articles 3451309, Harvard University Department of Economics.
    30. Henderson, J. Vernon, 2003. "Marshall's scale economies," Journal of Urban Economics, Elsevier, vol. 53(1), pages 1-28, January.
    31. Su, Yaqin & Tesfazion, Petros & Zhao, Zhong, 2018. "Where are the migrants from? Inter- vs. intra-provincial rural-urban migration in China," China Economic Review, Elsevier, vol. 47(C), pages 142-155.
    32. 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.
    33. Golley, Jane & Meng, Xin, 2011. "Has China run out of surplus labour?," China Economic Review, Elsevier, vol. 22(4), pages 555-572.
    34. Shang, Juan & Li, Pengfei & Li, Ling & Chen, Yong, 2018. "The relationship between population growth and capital allocation in urbanization," Technological Forecasting and Social Change, Elsevier, vol. 135(C), pages 249-256.
    35. Ming Lu & Zhao Chen, 2006. "Urbanization, Urban-Biased Policies, and Urban-Rural Inequality in China, 1987-2001," Chinese Economy, Taylor & Francis Journals, vol. 39(3), pages 42-63, May.
    36. Rudai Yang & Canfei He, 2014. "The productivity puzzle of Chinese exporters: Perspectives of local protection and spillover effects," Papers in Regional Science, Wiley Blackwell, vol. 93(2), pages 367-384, June.
    37. Cai, Fang & Wang, Meiyan, 2010. "Growth and structural changes in employment in transition China," Journal of Comparative Economics, Elsevier, vol. 38(1), pages 71-81, March.
    38. Kwok Tong Soo, 2014. "Zipf, Gibrat and geography: Evidence from China, India and Brazil," Papers in Regional Science, Wiley Blackwell, vol. 93(1), pages 159-181, March.
    39. Sheng, Yu & Song, Ligang, 2013. "Re-estimation of firms' total factor productivity in China's iron and steel industry," China Economic Review, Elsevier, vol. 24(C), pages 177-188.
    40. Zheng Song & Kjetil Storesletten & Fabrizio Zilibotti, 2011. "Growing Like China," American Economic Review, American Economic Association, vol. 101(1), pages 196-233, February.
    41. 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.
    42. Combes, Pierre-Philippe, 2000. "Economic Structure and Local Growth: France, 1984-1993," Journal of Urban Economics, Elsevier, vol. 47(3), pages 329-355, May.
    43. 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.
    44. Badi Baltagi & Peter Egger & Michaela Kesina, 2015. "Sources of productivity spillovers: panel data evidence from China," Journal of Productivity Analysis, Springer, vol. 43(3), pages 389-402, June.
    45. Qun Bao & Jiuli Huang & Yanling Wang, 2015. "Productivity and Firms’ Sales Destination: Chinese Characteristics," Review of International Economics, Wiley Blackwell, vol. 23(3), pages 620-637, August.
    46. Clifton W Pannell, 2002. "China's Continuing Urban Transition," Environment and Planning A, , vol. 34(9), pages 1571-1589, September.
    47. Rosenthal, Stuart S. & Strange, William C., 2008. "The attenuation of human capital spillovers," Journal of Urban Economics, Elsevier, vol. 64(2), pages 373-389, September.
    48. Walheer, Barnabé & He, Ming, 2020. "Technical efficiency and technology gap of the manufacturing industry in China: Does firm ownership matter?," World Development, Elsevier, vol. 127(C).
    49. Gary Jefferson & Thomas Rawski & Yifan Zhang, 2008. "Productivity growth and convergence across China's industrial economy," Journal of Chinese Economic and Business Studies, Taylor & Francis Journals, vol. 6(2), pages 121-140.
    50. Song, Yang, 2014. "What should economists know about the current Chinese hukou system?," China Economic Review, Elsevier, vol. 29(C), pages 200-212.
    51. Nathaniel Baum-Snow, 2007. "Did Highways Cause Suburbanization?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(2), pages 775-805.
    52. Gary H. Jefferson & Albert G. Z. Hu & Jian Su, 2006. "The Sources and Sustainability of China's Economic Growth," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 37(2), pages 1-60.
    53. Lin, Hui-Lin & Li, Hsiao-Yun & Yang, Chih-Hai, 2011. "Agglomeration and productivity: Firm-level evidence from China's textile industry," China Economic Review, Elsevier, vol. 22(3), pages 313-329, September.
    54. J. Paul Elhorst, 2003. "Specification and Estimation of Spatial Panel Data Models," International Regional Science Review, , vol. 26(3), pages 244-268, July.
    55. Gilles Duranton, 2008. "Viewpoint: From cities to productivity and growth in developing countries," Canadian Journal of Economics, Canadian Economics Association, vol. 41(3), pages 689-736, August.
    56. Alessandra Faggian & Isha Rajbhandari & Kathryn R. Dotzel, 2017. "The interregional migration of human capital and its regional consequences: a review," Regional Studies, Taylor & Francis Journals, vol. 51(1), pages 128-143, January.
    57. Zai Liang, 2001. "The Age of Migration in China," Population and Development Review, The Population Council, Inc., vol. 27(3), pages 499-524, September.
    58. Francesco Aiello & Valeria Pupo & Fernanda Ricotta, 2014. "Explaining Total Factor Productivity at Firm Level in Italy: Does Location Matter?," Spatial Economic Analysis, Taylor & Francis Journals, vol. 9(1), pages 51-70, March.
    59. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    60. 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.
    61. Xinyue Ye & Yichun Xie, 2012. "Re-examination of Zipf’s law and urban dynamic in China: a regional approach," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 49(1), pages 135-156, August.
    62. Wim Vijverberg & Feng-Cheng Fu & Chu-Ping Vijverberg, 2011. "Public infrastructure as a determinant of productive performance in China," Journal of Productivity Analysis, Springer, vol. 36(1), pages 91-111, August.
    63. 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.
    64. Henderson, Vernon, 2003. "The Urbanization Process and Economic Growth: The So-What Question," Journal of Economic Growth, Springer, vol. 8(1), pages 47-71, March.
    65. Chang-Tai Hsieh & Zheng (Michael) Song, 2015. "Grasp the Large, Let Go of the Small: The Transformation of the State Sector in China," NBER Working Papers 21006, National Bureau of Economic Research, Inc.
    66. Steven Brakman & Harry Garretsen & Charles van Marrewijk, 2016. "Urban development in China," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(3), pages 467-477.
    67. Miaojie Yu, 2015. "Processing Trade, Tariff Reductions and Firm Productivity: Evidence from Chinese Firms," Economic Journal, Royal Economic Society, vol. 125(585), pages 943-988, June.
    68. Eapen, Alex & Yeo, Jihye & Sasidharan, Subash, 2019. "Finance constraints and technology spillovers from foreign to domestic firms," Economic Modelling, Elsevier, vol. 76(C), pages 50-62.
    69. Anthony Howell & Canfei He & Rudai Yang & Cindy Fan, 2016. "Technological relatedness and asymmetrical firm productivity gains under market reforms in China," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 9(3), pages 499-515.
    70. Dongjie Wu & Prasada Rao, 2017. "Urbanization and Income Inequality in China: An Empirical Investigation at Provincial Level," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(1), pages 189-214, March.
    71. Y Wei & X Liu, 2006. "Productivity spillovers from R&D, exports and FDI in China's manufacturing sector," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 37(4), pages 544-557, July.
    72. CAI, Fang & DU, Yang, 2011. "Wage increases, wage convergence, and the Lewis turning point in China," China Economic Review, Elsevier, vol. 22(4), pages 601-610.
    73. Huan Li & Yehua Dennis Wei & Yuemin Ning, 2016. "Spatial and Temporal Evolution of Urban Systems in China during Rapid Urbanization," Sustainability, MDPI, vol. 8(7), pages 1-17, July.
    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. Li, Jiewei & Lu, Ming & Lu, Tianyi, 2022. "Constructing compact cities: How urban regeneration can enhance growth and relieve congestion," Economic Modelling, Elsevier, vol. 113(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. He, Ming & Chen, Yang & van Marrewijk, Charles, 2017. "Urban Transformation and Technology Spillovers: Evidence from China's Electric Apparatus Sector," RIEI Working Papers 2017-01, Xi'an Jiaotong-Liverpool University, Research Institute for Economic Integration.
    2. Ming He & Yang Chen & Ron Schramm, 2018. "Technological spillovers in space and firm productivity: Evidence from China’s electric apparatus industry," Urban Studies, Urban Studies Journal Limited, vol. 55(11), pages 2522-2541, August.
    3. Walheer, Barnabé & He, Ming, 2020. "Technical efficiency and technology gap of the manufacturing industry in China: Does firm ownership matter?," World Development, Elsevier, vol. 127(C).
    4. Torsten Heinrich & Jangho Yang & Shuanping Dai, 2020. "Growth, development, and structural change at the firm-level: The example of the PR China," Papers 2012.14503, arXiv.org.
    5. Bin, Peng & Chen, Xiaolan & Fracasso, Andrea & Tomasi, Chiara, 2018. "Resource allocation and productivity across provinces in China," International Review of Economics & Finance, Elsevier, vol. 57(C), pages 103-113.
    6. He, Ming & Chen, Yang & Schramm, Ronald M., 2016. "Agglomeration and Technological Spillovers: Firm-Level Evidence from China's Electric Apparatus Industry," RIEI Working Papers 2016-02, Xi'an Jiaotong-Liverpool University, Research Institute for Economic Integration.
    7. Marco Bee & Maria Michela Dickson & Flavio Santi, 2018. "Likelihood-based risk estimation for variance-gamma models," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 27(1), pages 69-89, March.
    8. Gabriella Berloffa & Eleonora Matteazzi & Paola Villa, 2017. "The intergenerational transmission of worklessness in Europe.The role of fathers and mothers," DEM Working Papers 2017/04, Department of Economics and Management.
    9. Gabriella Berloffa & Eleonora Matteazzi & Alina Şandor & Paola Villa, 2019. "The quality of employment in the early labour market experience of young Europeans," Cambridge Journal of Economics, Cambridge Political Economy Society, vol. 43(6), pages 1549-1575.
    10. Chuantao Cui & Leona Shao-Zhi Li, 2019. "High-speed rail and inventory reduction: firm-level evidence from China," Applied Economics, Taylor & Francis Journals, vol. 51(25), pages 2715-2730, May.
    11. Tang, Le, 2022. "The dynamic demand for capital and labor: Evidence from Chinese industrial firms," Economic Modelling, Elsevier, vol. 107(C).
    12. Ye, Longfeng & Robertson, Peter E., 2019. "Hitting the Great Wall: Structural change and China's growth slowdown," China Economic Review, Elsevier, vol. 56(C), pages 1-1.
    13. Daniel Berkowitz & Hong Ma & Shuichiro Nishioka, 2017. "Recasting the Iron Rice Bowl: The Reform of China's State-Owned Enterprises," The Review of Economics and Statistics, MIT Press, vol. 99(4), pages 735-747, July.
    14. ZHANG, Hongyong, 2015. "How does agglomeration promote the product innovation of Chinese firms?," China Economic Review, Elsevier, vol. 35(C), pages 105-120.
    15. Daniel Berkowitz, 2018. "Market Distortions and Labor Share Distributions: Evidence from Chinese Manufacturing Firms," Working Paper 6466, Department of Economics, University of Pittsburgh.
    16. Ding, Sai & Kim, Minjoo & Zhang, Xiao, 2018. "Do firms care about investment opportunities? Evidence from China," Journal of Corporate Finance, Elsevier, vol. 52(C), pages 214-237.
    17. Chen, Yang & He, Ming & Rudkin, Simon, 2017. "Manufacturing productivity in China: Deconstructing the role of Agglomeration," RIEI Working Papers 2017-04, Xi'an Jiaotong-Liverpool University, Research Institute for Economic Integration.
    18. Bai, Xue & Chatterjee, Arpita & Krishna, Kala & Ma, Hong, 2021. "Trade and minimum wages in general equilibrium: Theory and evidence," Journal of International Economics, Elsevier, vol. 133(C).
    19. Shang-Jin Wei & Zhuan Xie & Xiaobo Zhang, 2017. "From "Made in China" to "Innovated in China": Necessity, Prospect, and Challenges," Journal of Economic Perspectives, American Economic Association, vol. 31(1), pages 49-70, Winter.
    20. Daniel Berkowitz, 2020. "Declining Market Competition in China," Working Paper 6897, Department of Economics, University of Pittsburgh.

    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:eee:ecmode:v:95:y:2021:i:c:p:473-488. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/inca/30411 .

    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.