[go: up one dir, main page]

IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v15y2023i12p9653-d1172544.html
   My bibliography  Save this article

The Impact of Smart City Pilots on Haze Pollution in China—An Empirical Test Based on Panel Data of 283 Prefecture-Level Cities

Author

Listed:
  • Liwei Zhang

    (School of Economics and Management, Wuhan University, Wuhan 430072, China)

  • Chuanqing Wu

    (School of Economics and Management, Wuhan University, Wuhan 430072, China
    China Institute of Development Strategy and Planning, Wuhan University, Wuhan 430072, China)

Abstract
The rapid pace of urbanization in China has led to a significant increase in haze pollution in its cities. However, there has been limited research on the dynamic impact and mechanisms of smart city pilots, which offer an innovative approach to urbanization, on haze pollution. This study selects panel data from 283 prefecture-level cities in China from 2007 to 2017 and uses a quasi-experimental approach based on the three batches of pilot construction of smart cities since 2012 to examine the impact of smart city pilots on haze pollution. The multi-phase difference-in-differences (DID) model is used for the analysis. The findings reveal: (1) Smart city pilots have a significant positive effect on reducing urban haze pollution. (2) Smart city pilots contribute to changes in the urban development model, where technological innovation, industrial structure adjustment, and resource allocation optimization under innovation-driven development significantly mitigate haze pollution. (3) Heterogeneity analysis shows regional differences in the effectiveness of smart city pilot policies in reducing haze pollution in China, with a decreasing trend from the eastern to the western regions. The haze-reducing effect of smart city pilots in the central region has yet to be observed. This research provides valuable theoretical and policy insights for improving urban ecological environments and promoting green transformations of production and lifestyle.

Suggested Citation

  • Liwei Zhang & Chuanqing Wu, 2023. "The Impact of Smart City Pilots on Haze Pollution in China—An Empirical Test Based on Panel Data of 283 Prefecture-Level Cities," Sustainability, MDPI, vol. 15(12), pages 1-23, June.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:12:p:9653-:d:1172544
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/15/12/9653/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/2071-1050/15/12/9653/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Fan, Fei & Dai, Shangze & Yang, Bo & Ke, Haiqian, 2023. "Urban density, directed technological change, and carbon intensity: An empirical study based on Chinese cities," Technology in Society, Elsevier, vol. 72(C).
    2. Margarita Angelidou, 2017. "The Role of Smart City Characteristics in the Plans of Fifteen Cities," Journal of Urban Technology, Taylor & Francis Journals, vol. 24(4), pages 3-28, October.
    3. Jacobson, Louis S & LaLonde, Robert J & Sullivan, Daniel G, 1993. "Earnings Losses of Displaced Workers," American Economic Review, American Economic Association, vol. 83(4), pages 685-709, September.
    4. Louis S. Jacobson & Robert J. LaLonde & Daniel G. Sullivan, 1993. "Long-term earnings losses of high-seniority displaced workers," Economic Perspectives, Federal Reserve Bank of Chicago, vol. 17(Nov), pages 2-20.
    5. Robert G. Hollands, 2008. "Will the real smart city please stand up?," City, Taylor & Francis Journals, vol. 12(3), pages 303-320, December.
    6. Baogui Xin & Yongmei Qu, 2019. "Effects of Smart City Policies on Green Total Factor Productivity: Evidence from a Quasi-Natural Experiment in China," IJERPH, MDPI, vol. 16(13), pages 1-15, July.
    7. Yunling Ye & Sheng Ye & Haichao Yu, 2021. "Can Industrial Collaborative Agglomeration Reduce Haze Pollution? City-Level Empirical Evidence from China," IJERPH, MDPI, vol. 18(4), pages 1-22, February.
    8. Lange Andreas & Quaas Martin F, 2007. "Economic Geography and the Effect of Environmental Pollution on Agglomeration," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 7(1), pages 1-33, October.
    9. Guo, Qingbin & Zhong, Jinrong, 2022. "The effect of urban innovation performance of smart city construction policies: Evaluate by using a multiple period difference-in-differences model," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    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. Jing Zhao & Wei Wang & Shuhui Zhao, 2024. "Smart Cities and Global Value Chain Upgrading: Evidence from China," Sustainability, MDPI, vol. 16(6), pages 1-23, March.

    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. Guo, Qingbin & Zhong, Jinrong, 2022. "The effect of urban innovation performance of smart city construction policies: Evaluate by using a multiple period difference-in-differences model," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    2. Xiaohong Xiao & Gailei He & Shuo Zhang & Simeng Zhang, 2023. "Impact of China’s Low-Carbon City Pilot Policies on Enterprise Energy Efficiency," Sustainability, MDPI, vol. 15(13), pages 1-24, July.
    3. Bas Scheer & Wiljan van den Berge & Maarten Goos & Alan Manning & Anna Salomons, 2022. "Alternative Work Arrangements and Worker Outcomes: Evidence from Payrolling," CPB Discussion Paper 435, CPB Netherlands Bureau for Economic Policy Analysis.
    4. Yuegang Song & Songlin Jin & Zhenhui Li, 2022. "Venture Capital and Chinese Firms’ Technological Innovation Capability: Effective Evaluation and Mechanism Verification," Sustainability, MDPI, vol. 14(16), pages 1-20, August.
    5. Andreas Pollak, 2008. "Optimal Unemployment Insurance with Variable Skill Levels," Journal of Institutional and Theoretical Economics (JITE), Mohr Siebeck, Tübingen, vol. 164(4), pages 696-726, December.
    6. Liu, Duan & Yu, Nizhou & Wan, Hong, 2022. "Does water rights trading affect corporate investment? The role of resource allocation and risk mitigation channels," Economic Modelling, Elsevier, vol. 117(C).
    7. Alexander Hijzen & Sébastien Jean & Thierry Mayer, 2011. "The effects at home of initiating production abroad: evidence from matched French firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 147(3), pages 457-483, September.
    8. David Card, 2022. "Design-Based Research in Empirical Microeconomics," American Economic Review, American Economic Association, vol. 112(6), pages 1773-1781, June.
    9. Laiqun Jin & Xiuyan Liu & Sam Hak Kan Tang, 2021. "High-Technology Zones, Misallocation of Resources among Cities and Aggregate Productivity: Evidence from China," Economics Discussion / Working Papers 21-11, The University of Western Australia, Department of Economics.
    10. Gabrielle Wills, 2016. "Principal leadership changes in South Africa: Investigating their consequences for school performance," Working Papers 01/2016, Stellenbosch University, Department of Economics.
    11. Lídia Farré & Francesco Fasani & Hannes Mueller, 2018. "Feeling useless: the effect of unemployment on mental health in the Great Recession," IZA Journal of Labor Economics, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 7(1), pages 1-34, December.
    12. Jose Garcia‐Louzao & Marta Silva, 2024. "Coworker networks and the labor market outcomes of displaced workers: Evidence from Portugal," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 63(3), pages 389-413, July.
    13. Guo, Shu & Zhang, ZhongXiang, 2023. "Green credit policy and total factor productivity: Evidence from Chinese listed companies," Energy Economics, Elsevier, vol. 128(C).
    14. Martti Kaila & Emily Nix & Krista Riukula, 2021. "Disparate Impacts of Job Loss by Parental Income and Implications for Intergenerational Mobility," Opportunity and Inclusive Growth Institute Working Papers 53, Federal Reserve Bank of Minneapolis.
    15. Herrendorf, Berthold & Rogerson, Richard & Valentinyi, Ákos, 2014. "Growth and Structural Transformation," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 6, pages 855-941, Elsevier.
    16. Lawrence F. Katz, 1994. "Active labor market policies to expand employment and opportunity," Proceedings - Economic Policy Symposium - Jackson Hole, Federal Reserve Bank of Kansas City, issue Jan, pages 239-322.
    17. Andrew Ellul & Marco Pagano & Fabiano Schivardi, 2018. "Employment and Wage Insurance within Firms: Worldwide Evidence," The Review of Financial Studies, Society for Financial Studies, vol. 31(4), pages 1298-1340.
    18. Kaplan, David S., 2009. "Job creation and labor reform in Latin America," Journal of Comparative Economics, Elsevier, vol. 37(1), pages 91-105, March.
    19. Sami Napari, 2008. "The Early‐career Gender Wage Gap among University Graduates in the Finnish Private Sector," LABOUR, CEIS, vol. 22(4), pages 697-733, December.
    20. Xiao Zhang & Di Wang, 2023. "Beyond the Ecological Boundary: A Quasi-Natural Experiment on the Impact of National Marine Parks on Eco-Efficiency in Coastal Cities," Sustainability, MDPI, vol. 15(20), pages 1-19, October.

    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:gam:jsusta:v:15:y:2023:i:12:p:9653-:d:1172544. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.