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Exploring the non-linear effects of city size on urban industrial land use efficiency: A spatial econometric analysis of cities in eastern China

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  • Yan, Siqi
  • Peng, Jianchao
  • Wu, Qun

Abstract

Land scarcity is increasingly becoming a binding constraint on sustainable economic growth in countries undergoing rapid industrialization and urbanization, and research on the estimation and determinants of urban industrial land use efficiency (UILUE) has received considerable attention. However, previous studies have mainly focused on the socio-economic factors affecting UILUE, and little attention has been devoted to the impacts exerted by the size characteristics of cities. This research proposes an analytical framework for exploring the effects of city size on UILUE from the perspective of agglomeration externalities, and empirically investigates such effects by estimating the spatial models of the determinants of UILUE, using data for 79 cities in eastern China for the period 2010−2016. The results suggest that city size has an inverted U-shaped impact on UILUE. There exist significant spatial interaction impacts and spatial heterogeneity of agglomeration effects between the sample cities. The actual city size in the year 2016 is also compared with the efficiency-maximizing city size. It is found that 12 out of the 79 cities are above the size where industrial land use efficiency peaks, and 67 cities are below the efficiency-maximizing size. Since most cities are away from the efficiency-maximizing size, there is a necessity to improve urbanization policies, land use policies and urban management policies so as to fully exploit gains from agglomeration and reduce agglomeration diseconomies.

Suggested Citation

  • Yan, Siqi & Peng, Jianchao & Wu, Qun, 2020. "Exploring the non-linear effects of city size on urban industrial land use efficiency: A spatial econometric analysis of cities in eastern China," Land Use Policy, Elsevier, vol. 99(C).
  • Handle: RePEc:eee:lauspo:v:99:y:2020:i:c:s026483771932321x
    DOI: 10.1016/j.landusepol.2020.104944
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    as
    1. John Thornton, 2001. "The Kuznets inverted-U hypothesis: panel data evidence from 96 countries," Applied Economics Letters, Taylor & Francis Journals, vol. 8(1), pages 15-16.
    2. 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.
    3. Xie, Hualin & Chen, Qianru & Lu, Fucai & Wu, Qing & Wang, Wei, 2018. "Spatial-temporal disparities, saving potential and influential factors of industrial land use efficiency: A case study in urban agglomeration in the middle reaches of the Yangtze River," Land Use Policy, Elsevier, vol. 75(C), pages 518-529.
    4. Berliant, Marcus & Reed III, Robert R. & Wang, Ping, 2006. "Knowledge exchange, matching, and agglomeration," Journal of Urban Economics, Elsevier, vol. 60(1), pages 69-95, July.
    5. Evert J Meijers & Martijn J Burger, 2010. "Spatial Structure and Productivity in US Metropolitan Areas," Environment and Planning A, , vol. 42(6), pages 1383-1402, June.
    6. Aamir Rafique Hashmi, 2013. "Competition and Innovation: The Inverted-U Relationship Revisited," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1653-1668, December.
    7. Stuart S. Rosenthal & William C. Strange, 2003. "Geography, Industrial Organization, and Agglomeration," The Review of Economics and Statistics, MIT Press, vol. 85(2), pages 377-393, May.
    8. Felix Rioja & Neven Valev, 2004. "Finance and the Sources of Growth at Various Stages of Economic Development," Economic Inquiry, Western Economic Association International, vol. 42(1), pages 127-140, January.
    9. Cecile Gaubert, 2018. "Firm Sorting and Agglomeration," NBER Working Papers 24478, National Bureau of Economic Research, Inc.
    10. Gabriel M. Ahlfeldt & Stephen J. Redding & Daniel M. Sturm & Nikolaus Wolf, 2015. "The Economics of Density: Evidence From the Berlin Wall," Econometrica, Econometric Society, vol. 83, pages 2127-2189, November.
    11. Zheng, Dan & Shi, Minjun, 2018. "Industrial land policy, firm heterogeneity and firm location choice: Evidence from China," Land Use Policy, Elsevier, vol. 76(C), pages 58-67.
    12. 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.
    13. Raymond J. Kopp, 1981. "The Measurement of Productive Efficiency: A Reconsideration," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 96(3), pages 477-503.
    14. Gilles Duranton & Diego Puga, 2001. "Nursery Cities: Urban Diversity, Process Innovation, and the Life Cycle of Products," American Economic Review, American Economic Association, vol. 91(5), pages 1454-1477, December.
    15. Xiafei Chen & Zhiying Liu & Chaoliang Ma, 2017. "Chinese innovation-driving factors: regional structure, innovation effect, and economic development—empirical research based on panel data," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 59(1), pages 43-68, July.
    16. Belal N. Fallah & Mark D. Partridge & M. Rose Olfert, 2011. "Urban sprawl and productivity: Evidence from US metropolitan areas," Papers in Regional Science, Wiley Blackwell, vol. 90(3), pages 451-472, August.
    17. Brinkman, Jeffrey C., 2016. "Congestion, agglomeration, and the structure of cities," Journal of Urban Economics, Elsevier, vol. 94(C), pages 13-31.
    18. Christopher H. Wheeler, 2003. "Evidence on agglomeration economies, diseconomies, and growth," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 18(1), pages 79-104.
    19. Fang Cai, 2011. "Hukou System Reform and Unification of Rural–urban Social Welfare," China & World Economy, Institute of World Economics and Politics, Chinese Academy of Social Sciences, vol. 19(3), pages 33-48, May.
    20. Fare, Rolf & Shawna Grosskopf & Mary Norris & Zhongyang Zhang, 1994. "Productivity Growth, Technical Progress, and Efficiency Change in Industrialized Countries," American Economic Review, American Economic Association, vol. 84(1), pages 66-83, March.
    21. 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.
    22. Rice, Patricia & Venables, Anthony J. & Patacchini, Eleonora, 2006. "Spatial determinants of productivity: Analysis for the regions of Great Britain," Regional Science and Urban Economics, Elsevier, vol. 36(6), pages 727-752, November.
    23. Henderson, J. Vernon, 1986. "Efficiency of resource usage and city size," Journal of Urban Economics, Elsevier, vol. 19(1), pages 47-70, January.
    24. 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.
    25. Ehrlich, Maximilian V. & Hilber, Christian A.L. & Schöni, Olivier, 2018. "Institutional settings and urban sprawl: Evidence from Europe," Journal of Housing Economics, Elsevier, vol. 42(C), pages 4-18.
    26. Cheong, Tsun Se & Wu, Yanrui, 2014. "The impacts of structural transformation and industrial upgrading on regional inequality in China," China Economic Review, Elsevier, vol. 31(C), pages 339-350.
    27. Philippe Aghion & Nick Bloom & Richard Blundell & Rachel Griffith & Peter Howitt, 2005. "Competition and Innovation: an Inverted-U Relationship," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 120(2), pages 701-728.
    28. Liu, Yansui, 2018. "Introduction to land use and rural sustainability in China," Land Use Policy, Elsevier, vol. 74(C), pages 1-4.
    29. Patricia C Melo & Daniel J Graham & David Levinson & Sarah Aarabi, 2017. "Agglomeration, accessibility and productivity: Evidence for large metropolitan areas in the US," Urban Studies, Urban Studies Journal Limited, vol. 54(1), pages 179-195, January.
    30. Rolf Fare & Shawna Grosskopf & Wen-Fu Lee, 2001. "Productivity and technical change: the case of Taiwan," Applied Economics, Taylor & Francis Journals, vol. 33(15), pages 1911-1925.
    31. Cecile Gaubert, 2018. "Firm Sorting and Agglomeration," American Economic Review, American Economic Association, vol. 108(11), pages 3117-3153, November.
    32. Wang, Miao & Wong, M. C. Sunny, 2012. "International R&D Transfer and Technical Efficiency: Evidence from Panel Study Using Stochastic Frontier Analysis," World Development, Elsevier, vol. 40(10), pages 1982-1998.
    33. Wang, Jian & Wu, Qun & Yan, Siqi & Guo, Guancheng & Peng, Shangui, 2020. "China’s local governments breaking the land use planning quota: A strategic interaction perspective," Land Use Policy, Elsevier, vol. 92(C).
    34. Kanemoto, Yoshitsugu & Ohkawara, Toru & Suzuki, Tsutomu, 1996. "Agglomeration Economies and a Test for Optimal City Sizes in Japan," Journal of the Japanese and International Economies, Elsevier, vol. 10(4), pages 379-398, December.
    35. 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.
    36. Chang, Tzu-Pu & Hu, Jin-Li & Chou, Ray Yeutien & Sun, Lei, 2012. "The sources of bank productivity growth in China during 2002–2009: A disaggregation view," Journal of Banking & Finance, Elsevier, vol. 36(7), pages 1997-2006.
    37. Sun, Yifan & Ma, Anbing & Su, Haorui & Su, Shiliang & Chen, Fei & Wang, Wen & Weng, Min, 2020. "Does the establishment of development zones really improve industrial land use efficiency? Implications for China’s high-quality development policy," Land Use Policy, Elsevier, vol. 90(C).
    38. Abel, Jaison R. & Deitz, Richard, 2015. "Agglomeration and job matching among college graduates," Regional Science and Urban Economics, Elsevier, vol. 51(C), pages 14-24.
    39. Li, Chao & Gibson, John, 2015. "City scale and productivity in China," Economics Letters, Elsevier, vol. 131(C), pages 86-90.
    40. Po-Chi Chen & Ming-Miin Yu, 2014. "Total factor productivity growth and directions of technical change bias: evidence from 99 OECD and non-OECD countries," Annals of Operations Research, Springer, vol. 214(1), pages 143-165, March.
    41. Wei Chen & Rui He & Qun Wu, 2017. "A Novel Efficiency Measure Model for Industrial Land Use Based on Subvector Data Envelope Analysis and Spatial Analysis Method," Complexity, Hindawi, vol. 2017, pages 1-11, December.
    42. G. Karagiannis & V. Tzouvelekas & A. Xepapadeas, 2003. "Measuring Irrigation Water Efficiency with a Stochastic Production Frontier," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 26(1), pages 57-72, September.
    43. Fu, Xiaolan & Pietrobelli, Carlo & Soete, Luc, 2011. "The Role of Foreign Technology and Indigenous Innovation in the Emerging Economies: Technological Change and Catching-up," World Development, Elsevier, vol. 39(7), pages 1204-1212, July.
    44. Chen, Ying & Henderson, J. Vernon & Cai, Wei, 2017. "Political favoritism in China’s capital markets and its effect on city sizes," Journal of Urban Economics, Elsevier, vol. 98(C), pages 69-87.
    45. Mingshu Wang & Ben Derudder & Xingjian Liu, 2019. "Polycentric urban development and economic productivity in China: A multiscalar analysis," Environment and Planning A, , vol. 51(8), pages 1622-1643, November.
    46. Gaubert, Cécile, 2018. "Firm Sorting and Agglomeration," CEPR Discussion Papers 12835, C.E.P.R. Discussion Papers.
    47. Abedullah & Shahzad Kouser & Matin Qaim, 2015. "Bt Cotton, Pesticide Use and Environmental Efficiency in Pakistan," Journal of Agricultural Economics, Wiley Blackwell, vol. 66(1), pages 66-86, February.
    48. Sato, Yasuhiro, 2001. "Labor Heterogeneity in an Urban Labor Market," Journal of Urban Economics, Elsevier, vol. 50(2), pages 313-337, September.
    49. Jae Hong Kim, 2013. "Measuring the Containment and Spillover Effects of Urban Growth Boundaries: The Case of the Portland Metropolitan Area," Growth and Change, Wiley Blackwell, vol. 44(4), pages 650-675, December.
    50. Wan Li & Bindong Sun & Tinglin Zhang, 2019. "Spatial structure and labour productivity: Evidence from prefectures in China," Urban Studies, Urban Studies Journal Limited, vol. 56(8), pages 1516-1532, June.
    51. 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.
    52. Melo, Patricia C. & Graham, Daniel J. & Noland, Robert B., 2009. "A meta-analysis of estimates of urban agglomeration economies," Regional Science and Urban Economics, Elsevier, vol. 39(3), pages 332-342, May.
    53. Lei Jiang & Henk Folmer & Minhe Ji & Jianjun Tang, 2017. "Energy efficiency in the Chinese provinces: a fixed effects stochastic frontier spatial Durbin error panel analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 58(2), pages 301-319, March.
    54. Wang, Fan & Ning, Lutao & Zhang, Jie, 2017. "FDI pace, rhythm and host region technological upgrading: Intra- and interregional evidence from Chinese cities," China Economic Review, Elsevier, vol. 46(S), pages 65-76.
    55. Stijn Reinhard & C.A. Knox Lovell & Geert Thijssen, 1999. "Econometric Estimation of Technical and Environmental Efficiency: An Application to Dutch Dairy Farms," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 81(1), pages 44-60.
    56. 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.
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