IDEAS home Printed from https://ideas.repec.org/a/eee/streco/v74y2025icp895-914.html

Urban sprawl and environmentally sensitive productivity: Is urban sprawl a green spread?

Author

Listed:
  • Fan, Meiting
  • Ma, Kaili
  • Shao, Shuai
  • Wang, Hui
  • Zhang, Ying

Abstract

Urban sprawl often occurs during the process of urbanization. This paper uses environmentally sensitive total factor productivity (ETFP) growth to characterize economic-environmental coordination, and investigates how urban sprawl shapes ETFP growth by combining macro-level and micro-level data from China during 2001‒2019. Employing a modified Data Envelope Analysis (DEA) model to calculate ETFP growth, we find that urban sprawl has an inverted U-shaped effect on ETFP growth. The negative effect of urban sprawl on ETFP growth is more pronounced in developed cities, tertiary-industry-oriented cities, and cities with slow urban population growth, low road densities, and a high dependence on land finance. The inverted U-shaped impact of urban sprawl on ETFP growth stems from the nonlinear effects of urban sprawl on technological innovation and energy efficiency. To balance economic growth and environmental protection, it is suggested to foster compact urbanization through urban renewal and enhancing the economic density of sub-centers.

Suggested Citation

  • Fan, Meiting & Ma, Kaili & Shao, Shuai & Wang, Hui & Zhang, Ying, 2025. "Urban sprawl and environmentally sensitive productivity: Is urban sprawl a green spread?," Structural Change and Economic Dynamics, Elsevier, vol. 74(C), pages 895-914.
  • Handle: RePEc:eee:streco:v:74:y:2025:i:c:p:895-914
    DOI: 10.1016/j.strueco.2025.06.011
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0954349X25001080
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.strueco.2025.06.011?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

    for a different version of it.

    References listed on IDEAS

    as
    1. Giuseppe Di Liddo, 2015. "Urban sprawl and regional growth: empirical evidence from Italian Regions," Economics Bulletin, AccessEcon, vol. 35(4), pages 2141-2160.
    2. Chong-En Bai & Chang-Tai Hsieh & Zheng (Michael) Song, 2016. "The Long Shadow of China’s Fiscal Expansion," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(2 (Fall)), pages 129-181.
    3. Giuseppe Di Liddo, 2015. "Urban sprawl and regional growth: first empirical evidence from Italian Regions," Working papers 28, Società Italiana di Economia Pubblica.
    4. Perry Burnett, 2016. "Overpopulation, Optimal City Size And The Efficiency Of Urban Sprawl," Review of Urban & Regional Development Studies, Wiley Blackwell, vol. 28(3), pages 143-161, November.
    5. Kumar, Surender, 2006. "Environmentally sensitive productivity growth: A global analysis using Malmquist-Luenberger index," Ecological Economics, Elsevier, vol. 56(2), pages 280-293, February.
    6. Andreoni, James & Levinson, Arik, 2001. "The simple analytics of the environmental Kuznets curve," Journal of Public Economics, Elsevier, vol. 80(2), pages 269-286, May.
    7. Cameron, I. & Lyons, T. J. & Kenworthy, J. R., 2004. "Trends in vehicle kilometres of travel in world cities, 1960-1990: underlying drivers and policy responses," Transport Policy, Elsevier, vol. 11(3), pages 287-298, July.
    8. Färe, Rolf & Grosskopf, Shawna & Pasurka, Carl A., 2007. "Environmental production functions and environmental directional distance functions," Energy, Elsevier, vol. 32(7), pages 1055-1066.
    9. Chong-En Bai & Chang-Tai Hsieh & Zheng Michael Song, 2016. "The Long Shadow of a Fiscal Expansion," NBER Working Papers 22801, National Bureau of Economic Research, Inc.
    10. Glaeser, Edward L. & Kahn, Matthew E., 2004. "Sprawl and urban growth," 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 56, pages 2481-2527, Elsevier.
    11. Krugman, Paul, 1991. "Increasing Returns and Economic Geography," Journal of Political Economy, University of Chicago Press, vol. 99(3), pages 483-499, June.
    12. Vermeiren, Karolien & Crols, Tomas & Uljee, Inge & De Nocker, Leo & Beckx, Carolien & Pisman, Ann & Broekx, Steven & Poelmans, Lien, 2022. "Modelling urban sprawl and assessing its costs in the planning process: A case study in Flanders, Belgium," Land Use Policy, Elsevier, vol. 113(C).
    13. Banzhaf, H. Spencer & Lavery, Nathan, 2010. "Can the land tax help curb urban sprawl? Evidence from growth patterns in Pennsylvania," Journal of Urban Economics, Elsevier, vol. 67(2), pages 169-179, March.
    14. Robert O. Harvey & W. A. V. Clark, 1965. "The Nature and Economics of Urban Sprawl," Land Economics, University of Wisconsin Press, vol. 41(1), pages 1-9.
    15. Reid Ewing & Fang Rong, 2008. "The impact of urban form on U.S. residential energy use," Housing Policy Debate, Taylor & Francis Journals, vol. 19(1), pages 1-30, January.
    16. Managi, Shunsuke & Jena, Pradyot Ranjan, 2008. "Environmental productivity and Kuznets curve in India," Ecological Economics, Elsevier, vol. 65(2), pages 432-440, April.
    17. Gilles Duranton & Diego Puga, 2020. "The Economics of Urban Density," Journal of Economic Perspectives, American Economic Association, vol. 34(3), pages 3-26, Summer.
    18. Zhang, Ning & Zhou, P. & Choi, Yongrok, 2013. "Energy efficiency, CO2 emission performance and technology gaps in fossil fuel electricity generation in Korea: A meta-frontier non-radial directional distance functionanalysis," Energy Policy, Elsevier, vol. 56(C), pages 653-662.
    19. Corsatea, Teodora Diana & Giaccaria, Sergio, 2018. "Market regulation and environmental productivity changes in the electricity and gas sector of 13 observed EU countries," Energy, Elsevier, vol. 164(C), pages 1286-1297.
    20. Wang, Di & Liang, Y.F. & Dou, Wei, 2025. "How does urban industrial structure upgrading affect green productivity? The moderating role of smart city development," Structural Change and Economic Dynamics, Elsevier, vol. 72(C), pages 133-149.
    21. de Abreu e Silva, João & Correia, Marcos, 2023. "The main drivers of urban sprawl in Portuguese medium cities between 2001 and 2011," Land Use Policy, Elsevier, vol. 132(C).
    22. Wang, Yi & Wang, Huiping, 2023. "Spatial spillover effect of urban sprawl on total factor energy ecological efficiency: Evidence from 272 cities in China," Energy, Elsevier, vol. 273(C).
    23. Dong-hyun Oh, 2010. "A global Malmquist-Luenberger productivity index," Journal of Productivity Analysis, Springer, vol. 34(3), pages 183-197, December.
    24. Borck, Rainald & Schrauth, Philipp, 2021. "Population density and urban air quality," Regional Science and Urban Economics, Elsevier, vol. 86(C).
    25. Redding, Stephen J., 2023. "The economics of cities: from theory to data," LSE Research Online Documents on Economics 121373, London School of Economics and Political Science, LSE Library.
    26. Luca Salvati & Margherita Carlucci, 2016. "Patterns of Sprawl: The Socioeconomic and Territorial Profile of Dispersed Urban Areas in Italy," Regional Studies, Taylor & Francis Journals, vol. 50(8), pages 1346-1359, August.
    27. Marcy Burchfield & Henry G. Overman & Diego Puga & Matthew A. Turner, 2006. "Causes of Sprawl: A Portrait from Space," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 587-633.
    28. Yang, Zhenbing & Fan, Meiting & Shao, Shuai & Yang, Lili, 2017. "Does carbon intensity constraint policy improve industrial green production performance in China? A quasi-DID analysis," Energy Economics, Elsevier, vol. 68(C), pages 271-282.
    29. Chong-En Bai & Chang-Tai Hsieh & Zheng (Michael) Song, 2016. "The Long Shadow of China’s Fiscal Expansion," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 47(2 (Fall)), pages 129-181.
    30. Shao, Shuai & Yang, Lili & Yu, Mingbo & Yu, Mingliang, 2011. "Estimation, characteristics, and determinants of energy-related industrial CO2 emissions in Shanghai (China), 1994-2009," Energy Policy, Elsevier, vol. 39(10), pages 6476-6494, October.
    31. Banerjee, Abhijit & Duflo, Esther & Qian, Nancy, 2020. "On the road: Access to transportation infrastructure and economic growth in China," Journal of Development Economics, Elsevier, vol. 145(C).
    32. Qing Su & Joseph S. DeSalvo, 2008. "The Effect Of Transportation Subsidies On Urban Sprawl," Journal of Regional Science, Wiley Blackwell, vol. 48(3), pages 567-594, August.
    33. 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.
    34. Jo Thori Lind & Halvor Mehlum, 2010. "With or Without U? The Appropriate Test for a U‐Shaped Relationship," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 72(1), pages 109-118, February.
    35. Donald R. Davis & Jonathan I. Dingel, 2019. "A Spatial Knowledge Economy," American Economic Review, American Economic Association, vol. 109(1), pages 153-170, January.
    36. Zhou, P. & Ang, B.W. & Wang, H., 2012. "Energy and CO2 emission performance in electricity generation: A non-radial directional distance function approach," European Journal of Operational Research, Elsevier, vol. 221(3), pages 625-635.
    37. Brinkman, Jeffrey C., 2016. "Congestion, agglomeration, and the structure of cities," Journal of Urban Economics, Elsevier, vol. 94(C), pages 13-31.
    38. Inoue, Emiko & Taniguchi, Hiroya & Yamada, Ken, 2022. "Measuring energy-saving technological change: International trends and differences," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    39. Roberto Antonietti & Giulio Cainelli, 2011. "The role of spatial agglomeration in a structural model of innovation, productivity and export: a firm-level analysis," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 46(3), pages 577-600, June.
    40. Liu, Yong & Fan, Peilei & Yue, Wenze & Song, Yan, 2018. "Impacts of land finance on urban sprawl in China: The case of Chongqing," Land Use Policy, Elsevier, vol. 72(C), pages 420-432.
    41. Zhou, P. & Delmas, M.A. & Kohli, A., 2017. "Constructing meaningful environmental indices: A nonparametric frontier approach," Journal of Environmental Economics and Management, Elsevier, vol. 85(C), pages 21-34.
    42. Mohsen Afsharian & Heinz Ahn, 2015. "The overall Malmquist index: a new approach for measuring productivity changes over time," Annals of Operations Research, Springer, vol. 226(1), pages 1-27, March.
    43. Amponsah, Owusu & Blija, Daniel Kwame & Ayambire, Raphael Anammasiya & Takyi, Stephen Appiah & Mensah, Henry & Braimah, Imoro, 2022. "Global urban sprawl containment strategies and their implications for rapidly urbanising cities in Ghana," Land Use Policy, Elsevier, vol. 114(C).
    44. Yang, Zhenbing & Shao, Shuai & Fan, Meiting & Yang, Lili, 2021. "Wage distortion and green technological progress: A directed technological progress perspective," Ecological Economics, Elsevier, vol. 181(C).
    45. Michael L. Katz, 1986. "An Analysis of Cooperative Research and Development," RAND Journal of Economics, The RAND Corporation, vol. 17(4), pages 527-543, Winter.
    46. 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.
    47. Brülhart, Marius & Mathys, Nicole A., 2008. "Sectoral agglomeration economies in a panel of European regions," Regional Science and Urban Economics, Elsevier, vol. 38(4), pages 348-362, July.
    48. Pritha Mitra, 2006. "Has Government Investment Crowded Out Private Investment in India?," American Economic Review, American Economic Association, vol. 96(2), pages 337-341, May.
    49. Di Liddo, Giuseppe, 2015. "Urban sprawl and regional growth: empirical evidence from Italian Regions," Working Papers 1505, SIET Società Italiana di Economia dei Trasporti e della Logistica.
    50. Shao, Shuai & Xu, Le & Yang, Lili & Yu, Dianfan, 2024. "How do energy-saving policies improve environmental quality: Evidence from China’s Top 10,000 energy-consuming enterprises program," World Development, Elsevier, vol. 175(C).
    51. Carozzi, Felipe & Roth, Sefi, 2023. "Dirty density: Air quality and the density of American cities," Journal of Environmental Economics and Management, Elsevier, vol. 118(C).
    52. Kahn, Matthew E. & Schwartz, Joel, 2008. "Urban air pollution progress despite sprawl: The "greening" of the vehicle fleet," Journal of Urban Economics, Elsevier, vol. 63(3), pages 775-787, May.
    53. Stergiou, Eirini & Rigas, Nikos & Kounetas, Konstantinos E., 2023. "Environmental productivity growth across European industries," Energy Economics, Elsevier, vol. 123(C).
    54. Fan, Meiting & Shao, Shuai & Yang, Lili, 2015. "Combining global Malmquist–Luenberger index and generalized method of moments to investigate industrial total factor CO2 emission performance: A case of Shanghai (China)," Energy Policy, Elsevier, vol. 79(C), pages 189-201.
    55. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    56. Carozzi, Felipe & Roth, Sefi, 2023. "Dirty density: air quality and the density of American cities," LSE Research Online Documents on Economics 117385, London School of Economics and Political Science, LSE Library.
    57. Du, Kerui & Li, Pengzhen & Yan, Zheming, 2019. "Do green technology innovations contribute to carbon dioxide emission reduction? Empirical evidence from patent data," Technological Forecasting and Social Change, Elsevier, vol. 146(C), pages 297-303.
    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. Huan Zhang, 2021. "The Impact of Urban Sprawl on Environmental Pollution: Empirical Analysis from Large and Medium-Sized Cities of China," IJERPH, MDPI, vol. 18(16), pages 1-19, August.
    2. Lingling Cao & Huawei Niu, 2022. "Green Credit and Total Factor Carbon Emission Performance—Evidence from Moderation-Based Mediating Effect Test," IJERPH, MDPI, vol. 19(11), pages 1-19, June.
    3. Ke Wang & Yujiao Xian & Yi-Ming Wei & Zhimin Huang, 2016. "Sources of carbon productivity change: A decomposition and disaggregation analysis based on global Luenberger productivity indicator and endogenous directional distance function," CEEP-BIT Working Papers 91, Center for Energy and Environmental Policy Research (CEEP), Beijing Institute of Technology.
    4. Zhonghua Cheng & Xiaowen Hu, 2023. "The effects of urbanization and urban sprawl on CO2 emissions in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(2), pages 1792-1808, February.
    5. Lin, Boqiang & Zhu, Junpeng, 2019. "Impact of energy saving and emission reduction policy on urban sustainable development: Empirical evidence from China," Applied Energy, Elsevier, vol. 239(C), pages 12-22.
    6. He, Jingze & Wang, Feng, 2025. "Does urban agglomeration reduce carbon emissions in Chinese cities? New perspective on factor mobility," Energy Economics, Elsevier, vol. 143(C).
    7. Prerna Thapliyal & Rachita Gulati & Dinesh Kumar Nauriyal, 2025. "What determines green total factor productivity in the Indian manufacturing sector? A spatial–temporal analysis," Empirical Economics, Springer, vol. 69(3), pages 1079-1116, September.
    8. Sun, Chuanwang & Li, Zhi & Ma, Tiemeng & He, Runyong, 2019. "Carbon efficiency and international specialization position: Evidence from global value chain position index of manufacture," Energy Policy, Elsevier, vol. 128(C), pages 235-242.
    9. Gyourko, Joseph & Shen, Yang & Wu, Jing & Zhang, Rongjie, 2022. "Land finance in China: Analysis and review," China Economic Review, Elsevier, vol. 76(C).
    10. Suyang Xiao & Susu Wang & Fanhua Zeng & Wei-Chiao Huang, 2022. "Spatial Differences and Influencing Factors of Industrial Green Total Factor Productivity in Chinese Industries," Sustainability, MDPI, vol. 14(15), pages 1-24, July.
    11. Gu, Yuanyuan & Zhou, Xiaoxue & Wang, Qiao & Zhang, Fan, 2024. "Urban form deterioration and productivity in China," Journal of Asian Economics, Elsevier, vol. 94(C).
    12. Yang, Zhenbing & Fan, Meiting & Shao, Shuai & Yang, Lili, 2017. "Does carbon intensity constraint policy improve industrial green production performance in China? A quasi-DID analysis," Energy Economics, Elsevier, vol. 68(C), pages 271-282.
    13. Lin, Boqiang & Sai, Rockson, 2022. "Has mining agglomeration affected energy productivity in Africa?," Energy, Elsevier, vol. 244(PA).
    14. Emrouznejad, Ali & Yang, Guo-liang, 2016. "CO2 emissions reduction of Chinese light manufacturing industries: A novel RAM-based global Malmquist–Luenberger productivity index," Energy Policy, Elsevier, vol. 96(C), pages 397-410.
    15. Xu, Chen & Bin, Qiu & Shaoqin, Sun, 2021. "Polycentric spatial structure and energy efficiency: Evidence from China's provincial panel data," Energy Policy, Elsevier, vol. 149(C).
    16. Juanjuan Tian & Xiaoqian Song & Jinsuo Zhang, 2022. "Spatial-Temporal Pattern and Driving Factors of Carbon Efficiency in China: Evidence from Panel Data of Urban Governance," Energies, MDPI, vol. 15(7), pages 1-24, March.
    17. Zhu, Qingyuan & Xu, Chengzhen & Chen, Qingjuan & Wu, Liangpeng, 2024. "Oil price distortion and its impact on green economic efficiency in China’s transportation: A spatial effect perspective," Renewable and Sustainable Energy Reviews, Elsevier, vol. 191(C).
    18. Wei Zhang & Jing Cheng & Xuemeng Liu & Zhangrong Zhu, 2023. "Heterogeneous industrial agglomeration, its coordinated development and total factor energy efficiency," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(6), pages 5511-5537, June.
    19. Cheng, Yudan & Jia, Shanghui & Meng, Huan, 2022. "Fiscal policy choices of local governments in China: Land finance or local government debt?," International Review of Economics & Finance, Elsevier, vol. 80(C), pages 294-308.
    20. Bluhm, Richard & Dreher, Axel & Fuchs, Andreas & Parks, Bradley C. & Strange, Austin M. & Tierney, Michael J., 2025. "Connective financing: Chinese infrastructure projects and the diffusion of economic activity in developing countries," Journal of Urban Economics, Elsevier, vol. 145(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;

    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:eee:streco:v:74:y:2025:i:c:p:895-914. 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/525148 .

    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.