IDEAS home Printed from https://ideas.repec.org/a/eee/soceps/v83y2022ics0038012121002056.html
   My bibliography  Save this article

Study on spatial correlation of air pollution and control effect of development plan for the city cluster in the Yangtze River Delta

Author

Listed:
  • Wu, Xianhua
  • Tian, Zhiqing
  • Kuai, Yun
  • Song, Shunfeng
  • Marson, Stephen M.

Abstract

Regional planning plays an important role in controlling air pollution in urban agglomerations with spatial spillover characteristics. This paper empirically examines the control effect of the Development Plan for the City Cluster in the Yangtze River Delta (Plan). We first use a spatial autoregression (SAR) model to analyze the spatial and temporal effects of air pollution in 41 cities in the Yangtze River Delta (YRD) from 2011 to 2018. We then use a difference-in-difference (DID) model to investigate the implementation effect of the Plan. Finally, we combine the SAR and DID models and study the Plan's spatial effect of pollution between cities. Our empirical findings reveal the spatial correlation of air pollution between cities in the YRD and show that the Plan has significantly reduced the annual average fine particulate matter (PM2.5) concentration. This paper enriches the literature about effects of socio-economic plans and provides an empirical reference for collaborative management of air pollution in city clusters.

Suggested Citation

  • Wu, Xianhua & Tian, Zhiqing & Kuai, Yun & Song, Shunfeng & Marson, Stephen M., 2022. "Study on spatial correlation of air pollution and control effect of development plan for the city cluster in the Yangtze River Delta," Socio-Economic Planning Sciences, Elsevier, vol. 83(C).
    • Handle: RePEc:eee:soceps:v:83:y:2022:i:c:s0038012121002056
    DOI: 10.1016/j.seps.2021.101213
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0038012121002056
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.seps.2021.101213?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. Han, Mengjie & Mihaescu, Oana & Li, Yujiao & Rudholm, Niklas, 2018. "Comparison and one-stop shopping after big-box retail entry: A spatial difference-in-difference analysis," Journal of Retailing and Consumer Services, Elsevier, vol. 40(C), pages 175-187.
    2. Dubé, Jean & Legros, Diègo & Thériault, Marius & Des Rosiers, François, 2014. "A spatial Difference-in-Differences estimator to evaluate the effect of change in public mass transit systems on house prices," Transportation Research Part B: Methodological, Elsevier, vol. 64(C), pages 24-40.
    3. D'Amato, Alessio & Mazzanti, Massimiliano & Nicolli, Francesco & Zoli, Mariangela, 2018. "Illegal waste disposal: Enforcement actions and decentralized environmental policy," Socio-Economic Planning Sciences, Elsevier, vol. 64(C), pages 56-65.
    4. Portnov, Boris A. & Dubnov, Jonathan & Barchana, Micha, 2009. "Studying the association between air pollution and lung cancer incidence in a large metropolitan area using a kernel density function," Socio-Economic Planning Sciences, Elsevier, vol. 43(3), pages 141-150, September.
    5. Zheng, Longfei & Long, Fenjie & Chang, Zheng & Ye, Jingsong, 2019. "Ghost town or city of hope? The spatial spillover effects of high-speed railway stations in China," Transport Policy, Elsevier, vol. 81(C), pages 230-241.
    6. Diao, Mi & Leonard, Delon & Sing, Tien Foo, 2017. "Spatial-difference-in-differences models for impact of new mass rapid transit line on private housing values," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 64-77.
    7. Hilary Sigman, 2002. "International Spillovers and Water Quality in Rivers: Do Countries Free Ride?," American Economic Review, American Economic Association, vol. 92(4), pages 1152-1159, September.
    8. Megan Heckert & Jeremy Mennis, 2012. "The Economic Impact of Greening Urban Vacant Land: A Spatial Difference-In-Differences Analysis," Environment and Planning A, , vol. 44(12), pages 3010-3027, December.
    9. Matthew E. Kahn & Pei Li & Daxuan Zhao, 2015. "Water Pollution Progress at Borders: The Role of Changes in China's Political Promotion Incentives," American Economic Journal: Economic Policy, American Economic Association, vol. 7(4), pages 223-242, November.
    10. Shijin Wang & Guihong Hua & Huiying Zhou, 2020. "What Are the Key Factors Affecting Air Pollution? Research on Jiangsu, China from the Perspective of Spatial Differentiation," Sustainability, MDPI, vol. 12(6), pages 1-17, March.
    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. Guo, Ji & Xu, Yuanjing & Qu, Yao & Wang, Yiting & Wu, Xianhua, 2023. "Exploring factors affecting household energy consumption in the internet era: Empirical evidence from Chinese households," Energy Policy, Elsevier, vol. 183(C).
    2. Wang, Xinru & Long, Ruyin & Sun, Qingqing & Chen, Hong & Jiang, Shiyan & Wang, Yujie & Li, Qianwen & Yang, Shuhan, 2024. "Spatial spillover effects and driving mechanisms of carbon emission reduction in new energy demonstration cities," Applied Energy, Elsevier, vol. 357(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. Lu Yu, 2021. "Study on Treatment Effects and Spatial Spillover Effects of Beijing–Shanghai HSR on the cities along the line," The Annals of Regional Science, Springer;Western Regional Science Association, vol. 67(3), pages 671-695, December.
    2. Demidova, Olga, 2021. "Methods of spatial econometrics and evaluation of government programs effectiveness," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 64, pages 107-134.
    3. David A Keiser & Joseph S Shapiro, 2019. "Consequences of the Clean Water Act and the Demand for Water Quality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(1), pages 349-396.
    4. Zhu, Chen & Xia, Yuqing & Liu, Qing & Hou, Bojun, 2023. "Deregulation and green innovation: Does cultural reform pilot project matter," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 84-105.
    5. Tan, Jing & Liu, Tianyi & Xu, Hao, 2024. "The environmental and economic consequences of environmental centralization: Evidence from China's environmental vertical management reform," China Economic Review, Elsevier, vol. 84(C).
    6. Boucekkine, Raouf & Fabbri, Giorgio & Federico, Salvatore & Gozzi, Fausto, 2022. "A dynamic theory of spatial externalities," Games and Economic Behavior, Elsevier, vol. 132(C), pages 133-165.
    7. Andre Chagas & Carlos Azzoni & Alexandre Almeida, 2015. "A Spatial Difference-in-Difference Analysis to Measure the Sugarcane Producing Impact in Respiratory Health," ERSA conference papers ersa15p511, European Regional Science Association.
    8. Guanyi Yu & Chunliang Xiu & Changsong Zhao & Zhengliang Ding, 2018. "Strategic Cross-Border Water Pollution in Songliao Basin," Sustainability, MDPI, vol. 10(12), pages 1-19, December.
    9. Ying She & Yaobin Liu & Yangu Deng & Lei Jiang, 2020. "Can China’s Government-Oriented Environmental Regulation Reduce Water Pollution? Evidence from Water Pollution Intensive Firms," Sustainability, MDPI, vol. 12(19), pages 1-19, September.
    10. He, Sylvia Y., 2020. "Regional impact of rail network accessibility on residential property price: Modelling spatial heterogeneous capitalisation effects in Hong Kong," Transportation Research Part A: Policy and Practice, Elsevier, vol. 135(C), pages 244-263.
    11. Sunak, Yasin & Madlener, Reinhard, 2016. "The impact of wind farm visibility on property values: A spatial difference-in-differences analysis," Energy Economics, Elsevier, vol. 55(C), pages 79-91.
    12. David A. Keiser & Joseph K. Shapiro, 2018. "Consequences of the Clean Water Act and the Demand for Water Quality," Center for Agricultural and Rural Development (CARD) Publications 17-wp571, Center for Agricultural and Rural Development (CARD) at Iowa State University.
    13. Aparicio, Genoveva & Camacho, Maximo & Maté-Sánchez-Val, Mariluz, 2024. "Quantifying the impact: Are coastal areas impoverished by marine pollution?," Ecological Economics, Elsevier, vol. 221(C).
    14. Evans, Mary F. & Stafford, Sarah L., 2019. "The Clean Air Act Watch List and federal oversight of state enforcement efforts," Journal of Environmental Economics and Management, Elsevier, vol. 93(C), pages 170-184.
    15. Reinhold Kosfeld & Timo Mitze & Johannes Rode & Klaus Wälde, 2021. "The Covid‐19 containment effects of public health measures: A spatial difference‐in‐differences approach," Journal of Regional Science, Wiley Blackwell, vol. 61(4), pages 799-825, September.
    16. Raouf Boucekkine & Giorgio Fabbri & Salvatore Federico & Fausto Gozzi, 2020. "A dynamic theory of spatial externalities," Working Papers halshs-02613177, HAL.
    17. Chávez, Alicia & Rodríguez-Puello, Gabriel, 2022. "Commodity price shocks and the gender wage gap: Evidence from the Metal Mining Prices Super-Cycle in Chile," Resources Policy, Elsevier, vol. 76(C).
    18. Chen, Zhao & Kahn, Matthew E. & Liu, Yu & Wang, Zhi, 2018. "The consequences of spatially differentiated water pollution regulation in China," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 468-485.
    19. Diao, Mi & Leonard, Delon & Sing, Tien Foo, 2017. "Spatial-difference-in-differences models for impact of new mass rapid transit line on private housing values," Regional Science and Urban Economics, Elsevier, vol. 67(C), pages 64-77.
    20. Matthew E. Kahn & Nancy Lozano‐Gracia & Maria Edisa Soppelsa, 2021. "Pollution'S Role In Reducing Urban Quality Of Life In The Developing World," Journal of Economic Surveys, Wiley Blackwell, vol. 35(1), pages 330-347, February.

    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:soceps:v:83:y:2022:i:c:s0038012121002056. 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/seps .

    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.