IDEAS home Printed from https://ideas.repec.org/a/gam/jsusta/v12y2020i6p2371-d333892.html
   My bibliography  Save this article

What Are the Key Factors Affecting Air Pollution? Research on Jiangsu, China from the Perspective of Spatial Differentiation

Author

Listed:
  • Shijin Wang

    (School of Business, Jiangsu Normal University, Xuzhou 221116, Jiangsu Province, China)

  • Guihong Hua

    (School of Business, Jiangsu Normal University, Xuzhou 221116, Jiangsu Province, China)

  • Huiying Zhou

    (School of Business, Jiangsu Normal University, Xuzhou 221116, Jiangsu Province, China)

Abstract

Based on the spatial Dubin model, two representative atmospheric pollutants comprising industrial waste gas and NO 2 were selected to empirically investigate the effects of eight variables, including the economic growth level, population size, and industrial structure, on atmospheric pollutants and measure the sub-regional effects using data for Jiangsu from 2000 to 2016. The results showed that the population size, economic growth level, rural modernization level, personal income, and introducing high-speed rail were positively correlated with air pollution. By contrast, the industrial structure, foreign direct investment, and urbanization level were negatively correlated with air pollution. In particular, the effects of personal income, foreign direct investment, introducing high-speed rail, and urbanization were significant. The sub-regional analyses detected spatial spillover effects in all regions. The direct effects were greater than the indirect effects, where the level of economic growth, foreign direct investment, and urbanization had significant impacts, and the spatial spillover effects were most obvious in northern Jiangsu and central Jiangsu. Therefore, the following solutions are proposed: adjusting the industrial structure, improving the mode of economic growth, promoting the use of clean energy and rationally introducing foreign direct investment.

Suggested Citation

  • 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.
    • Handle: RePEc:gam:jsusta:v:12:y:2020:i:6:p:2371-:d:333892
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/2071-1050/12/6/2371/pdf
    Download Restriction: no
    File URL: https://www.mdpi.com/2071-1050/12/6/2371/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Grossman, G.M & Krueger, A.B., 1991. "Environmental Impacts of a North American Free Trade Agreement," Papers 158, Princeton, Woodrow Wilson School - Public and International Affairs.
    2. Wenbo Li & Ruyin Long & Hong Chen & Feiyu Chen & Xiao Zheng & Muyi Yang, 2019. "Effect of Policy Incentives on the Uptake of Electric Vehicles in China," Sustainability, MDPI, vol. 11(12), pages 1-20, June.
    3. Siyi Liu & Daoguang Yang & Nian Liu & Xin Liu, 2019. "The Effects of Air Pollution on Firms’ Internal Control Quality: Evidence from China," Sustainability, MDPI, vol. 11(18), pages 1-28, September.
    4. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    5. Jian Hou & Shuang Zhang & Hongfeng Song & Fengshu Li, 2019. "Spatial–Temporal Heterogeneous Evolution of Haze Pollution in China as Deduced with the Use of Spatial Econometrics," Sustainability, MDPI, vol. 11(24), pages 1-19, December.
    6. Jeffrey A. Frankel, 2003. "The Environment and Globalization," NBER Working Papers 10090, National Bureau of Economic Research, Inc.
    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. Yang Liu & Kun Wang & Jianda Wang, 2024. "Tragedy of pollution: Does air pollution hinder China’s progress toward achieving common prosperity?," Economic Change and Restructuring, Springer, vol. 57(6), pages 1-35, December.
    2. 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).
    3. Grazia Ghermandi & Sara Fabbi & Giorgio Veratti & Alessandro Bigi & Sergio Teggi, 2020. "Estimate of Secondary NO 2 Levels at Two Urban Traffic Sites Using Observations and Modelling," Sustainability, MDPI, vol. 12(19), pages 1-13, September.

    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. Jeffrey A. Frankel & Andrew K. Rose, 2005. "Is Trade Good or Bad for the Environment? Sorting Out the Causality," The Review of Economics and Statistics, MIT Press, vol. 87(1), pages 85-91, February.
    2. Nasreen, Samia & Anwar, Sofia & Ozturk, Ilhan, 2017. "Financial stability, energy consumption and environmental quality: Evidence from South Asian economies," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 1105-1122.
    3. Muhammad Shahbaz & Syed Jawad Hussain Shahzad & Mantu Kumar Mahalik & Perry Sadorsky, 2018. "How strong is the causal relationship between globalization and energy consumption in developed economies? A country-specific time-series and panel analysis," Applied Economics, Taylor & Francis Journals, vol. 50(13), pages 1479-1494, March.
    4. Tomiwa Sunday Adebayo & Abraham Ayobamiji Awosusi & Seun Damola Oladipupo & Ephraim Bonah Agyekum & Arunkumar Jayakumar & Nallapaneni Manoj Kumar, 2021. "Dominance of Fossil Fuels in Japan’s National Energy Mix and Implications for Environmental Sustainability," IJERPH, MDPI, vol. 18(14), pages 1-20, July.
    5. Rothman, Dale S., 1998. "Environmental Kuznets curves--real progress or passing the buck?: A case for consumption-based approaches," Ecological Economics, Elsevier, vol. 25(2), pages 177-194, May.
    6. B. Venkatraja, 2021. "Does China exhibit any evidence of an Environmental Kuznets Curve? An ARDL bounds testing approach," Economic Thought journal, Bulgarian Academy of Sciences - Economic Research Institute, issue 1, pages 88-110,111-.
    7. Pei-Ing Wu & Je-Liang Liou & Hung-Yi Chang, 2015. "Alternative exploration of EKC for $$\hbox {CO}_{2}$$ CO 2 emissions: inclusion of meta-technical ratio in quantile regression model," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(1), pages 57-73, January.
    8. Shahbaz, Muhammad & Nasreen, Samia & Ahmed, Khalid & Hammoudeh, Shawkat, 2017. "Trade openness–carbon emissions nexus: The importance of turning points of trade openness for country panels," Energy Economics, Elsevier, vol. 61(C), pages 221-232.
    9. Baiardi Donatella, 2014. "Technological Progress and the Environmental Kuznets Curve in the Twenty Regions of Italy," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 14(4), pages 1501-1542, October.
    10. Md Danesh Miah & Md Farhad Hossain Masum & Masao Koike & Shalina Akther & Nur Muhammed, 2011. "Environmental Kuznets Curve: the case of Bangladesh for waste emission and suspended particulate matter," Environment Systems and Decisions, Springer, vol. 31(1), pages 59-66, March.
    11. R. Quentin Grafton & Stephen Knowles, 2002. "Social Capital and National Environmental Performance: A Cross-sectional Analysis," Economics and Environment Network Working Papers 0206, Australian National University, Economics and Environment Network.
    12. Matias Piaggio & Emilio Padilla & Carolina Roman, 2015. "The long-run relationshiop between C02 emissions and economic activity in a small open economy: Uruguay 1882-2010," Working Papers wpdea1506, Department of Applied Economics at Universitat Autonoma of Barcelona.
    13. Sabuj Kumar Mandal & Devleena Chakravarty, 2017. "Role of energy in estimating turning point of Environmental Kuznets Curve: an econometric analysis of the existing studies," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 19(2), pages 387-401, October.
    14. Devleena Chakravarty & Sabuj Kumar Mandal, 2019. "Environmental Kuznets curve for local and global pollutants: application of GMM and random coefficient panel data models," Journal of Social and Economic Development, Springer;Institute for Social and Economic Change, vol. 21(2), pages 212-233, December.
    15. Fodha, Mouez & Zaghdoud, Oussama, 2010. "Economic growth and pollutant emissions in Tunisia: An empirical analysis of the environmental Kuznets curve," Energy Policy, Elsevier, vol. 38(2), pages 1150-1156, February.
    16. Hakimi, Abdelaziz & Hamdi, Helmi, 2016. "Trade liberalization, FDI inflows, environmental quality and economic growth: A comparative analysis between Tunisia and Morocco," Renewable and Sustainable Energy Reviews, Elsevier, vol. 58(C), pages 1445-1456.
    17. repec:ipg:wpaper:2014-542 is not listed on IDEAS
    18. Bi Goli Jean Jacques Iritie, 2015. "Economic Growth and Biodiversity: An Overview Conservation Policies in Africa," Journal of Sustainable Development, Canadian Center of Science and Education, vol. 8(2), pages 196-196, February.
    19. Wenhao Song & Chunhui Ye & Yuheng Liu & Weisong Cheng, 2021. "Do China’s Urban–Environmental Quality and Economic Growth Conform to the Environmental Kuznets Curve?," IJERPH, MDPI, vol. 18(24), pages 1-15, December.
    20. Stern, David I., 2014. "The Environmental Kuznets Curve: A Primer," Working Papers 249424, Australian National University, Centre for Climate Economics & Policy.
    21. Elkhan Richard Sadik-Zada & Wilhelm Loewenstein, 2020. "Drivers of CO 2 -Emissions in Fossil Fuel Abundant Settings: (Pooled) Mean Group and Nonparametric Panel Analyses," Energies, MDPI, vol. 13(15), pages 1-24, August.

    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:gam:jsusta:v:12:y:2020:i:6:p:2371-:d:333892. 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.