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Spatial Effects of Green Credit on Air Quality: An Empirical Test Based on the Dual Carbon Perspective

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  • Congxin Li

    (School of Economics, Natural Resource Asset Capital Research Center of Hebei GEO University, Shijiazhuang 050031, China)

  • Xuejia Sun

    (School of Economics, Natural Resource Asset Capital Research Center of Hebei GEO University, Shijiazhuang 050031, China)

Abstract

Based on balanced panel data from 30 provinces and cities (excluding Hong Kong, Macao, Taiwan, and the Tibet Autonomous Region) from 2016 to 2020, this article empirically analyses the spatial effect of green credit (GD) on air quality index (AQI) and the regulatory mechanism between them and explores the differences in the impact of GD on AQI by dividing China into regions in terms of geographical distribution, financial development level, and air quality level. The empirical results found that AQI depends on significant spatial characteristics. GD has a significant inverted U-shaped impact on AQI and is currently at the stage of suppressing air quality. The inverted U-shaped impact is more remarkable in the eastern region, in areas with poor financial development, in areas with poor air quality and GD has entered the stage of promoting air quality levels in the eastern regions, and in areas with good financial development. Environmental regulation has a negative moderating effect on the relationship between GD and AQI, which is less pronounced in eastern regions, in areas with poorly financial development, and in areas with better air quality.

Suggested Citation

  • Congxin Li & Xuejia Sun, 2023. "Spatial Effects of Green Credit on Air Quality: An Empirical Test Based on the Dual Carbon Perspective," Sustainability, MDPI, vol. 15(13), pages 1-17, June.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:13:p:10143-:d:1179822
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    References listed on IDEAS

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    1. Rongyan Liu & Deqing Wang & Li Zhang & Lihong Zhang, 2019. "Can green financial development promote regional ecological efficiency? A case study of China," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 95(1), pages 325-341, January.
    2. He, Lingyun & Liu, Rongyan & Zhong, Zhangqi & Wang, Deqing & Xia, Yufei, 2019. "Can green financial development promote renewable energy investment efficiency? A consideration of bank credit," Renewable Energy, Elsevier, vol. 143(C), pages 974-984.
    3. Mesagan, Ekundayo Peter & Olunkwa, Chidi Ndubuisi, 2022. "Heterogeneous analysis of energy consumption, financial development, and pollution in Africa: The relevance of regulatory quality," Utilities Policy, Elsevier, vol. 74(C).
    4. Eric Cowan, 1998. "Topical Issues in Environmental Finance," EEPSEA Special and Technical Paper sp199801t2, Economy and Environment Program for Southeast Asia (EEPSEA), revised Jan 1998.
    5. Zeng, Qing-Hua & He, Ling-Yun, 2023. "Study on the synergistic effect of air pollution prevention and carbon emission reduction in the context of "dual carbon": Evidence from China's transport sector," Energy Policy, Elsevier, vol. 173(C).
    6. Zhixiong Tan & Mansoor Ahmed Koondhar & Kishwar Nawaz & Muhammad Nasir Malik & Zaid Ashiq Khan & Masroor Ali Koondhar, 2021. "Foreign direct investment, financial development, energy consumption, and air quality: A way for carbon neutrality in China," Post-Print hal-03558093, HAL.
    7. Li, Tianyu & Umar, Muhammad & Mirza, Nawazish & Yue, Xiao-Guang, 2023. "Green financing and resources utilization: A story of N-11 economies in the climate change era," Economic Analysis and Policy, Elsevier, vol. 78(C), pages 1174-1184.
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