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Analysis of the Low-Carbon Transition Effect and Development Pattern of Green Credit for Prefecture-Level Cities in the Yellow River Basin

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  • Jingcheng Li

    (School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China
    Beijing Laboratory of National Economic Security Early-Warning Engineering, Beijing Jiaotong University, Beijing 100044, China)

  • Menggang Li

    (Beijing Laboratory of National Economic Security Early-Warning Engineering, Beijing Jiaotong University, Beijing 100044, China)

  • Tianyang Wang

    (School of Economics and Management, Beijing Jiaotong University, Beijing 100044, China)

  • Xiuqin Feng

    (School of Marxism, Shandong University of Science and Technology, Qingdao 266000, China)

Abstract

Green credit is a vital instrument for promoting low-carbon transition. However, designing a reasonable development pattern and efficiently allocating limited resources has become a challenge for developing countries. The Yellow River Basin, a critical component of the low-carbon transition in China, is still in the early stages of green credit development. Most cities in this region lack green credit development plans that suit their economic conditions. This study examined the impact of green credit on carbon emission intensity and utilized a k-means clustering algorithm to categorize the green credit development patterns of 98 prefecture-level cities in the Yellow River Basin based on four static indicators and four dynamic indicators. Regression results based on city-level panel data from 2006 to 2020 demonstrated that the development of green credit in the Yellow River Basin can effectively reduce local carbon emission intensity and promote low-carbon transition. We classified the development patterns of green credit in the Yellow River Basin into five types: mechanism construction, product innovation, consumer business expansion, rapid growth, and stable growth. Moreover, we have put forward specific policy suggestions for cities with different development patterns. The design process of this green credit development patterns is characterized by its ability to achieve meaningful outcomes while relying on fewer numbers of indicators. Furthermore, this approach boasts a significant degree of explanatory power, which may assist policy makers in comprehending the underlying mechanisms of regional low-carbon governance. Our findings provide a new perspective for the study of sustainable finance.

Suggested Citation

  • Jingcheng Li & Menggang Li & Tianyang Wang & Xiuqin Feng, 2023. "Analysis of the Low-Carbon Transition Effect and Development Pattern of Green Credit for Prefecture-Level Cities in the Yellow River Basin," IJERPH, MDPI, vol. 20(5), pages 1-22, March.
    • Handle: RePEc:gam:jijerp:v:20:y:2023:i:5:p:4658-:d:1089100
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    as
    1. Qingma Dong & Shuyang Wen & Xiliang Liu, 2020. "Credit Allocation, Pollution, and Sustainable Growth: Theory and Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(12), pages 2793-2811, September.
    2. Mazzucato, Mariana & Semieniuk, Gregor, 2018. "Financing renewable energy: Who is financing what and why it matters," Technological Forecasting and Social Change, Elsevier, vol. 127(C), pages 8-22.
    3. Zhou, Bo & Zhang, Cheng, 2023. "When green finance meets banking competition: Evidence from hard-to-abate enterprises of China," Pacific-Basin Finance Journal, Elsevier, vol. 78(C).
    4. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    5. Tara Rice & Philip E. Strahan, 2010. "Does Credit Competition Affect Small‐Firm Finance?," Journal of Finance, American Finance Association, vol. 65(3), pages 861-889, June.
    6. Sonia Rebai & Mohamed Naceur Azaiez & Dhafer Saidane, 2019. "Towards Sustainable Finance Conceptualization," World Scientific Book Chapters, in: Sabri Boubaker & Duc Khuong Nguyen (ed.), Corporate Social Responsibility, Ethics and Sustainable Prosperity, chapter 13, pages 363-386, World Scientific Publishing Co. Pte. Ltd..
    7. Orlov, Sergey & Rovenskaya, Elena, 2022. "Optimal transition to greener production in a pro-environmental society," Journal of Mathematical Economics, Elsevier, vol. 98(C).
    8. Magdalena Ziolo & Beata Zofia Filipiak & Iwona Bąk & Katarzyna Cheba & Diana Mihaela Tîrca & Isabel Novo-Corti, 2019. "Finance, Sustainability and Negative Externalities. An Overview of the European Context," Sustainability, MDPI, vol. 11(15), pages 1-35, August.
    9. Gao, Cuixia & Tao, Simin & He, Yuyang & Su, Bin & Sun, Mei & Mensah, Isaac Adjei, 2021. "Effect of population migration on spatial carbon emission transfers in China," Energy Policy, Elsevier, vol. 156(C).
    10. Jinhuang Mao & Qiong Wu & Meihong Zhu & Chengpeng Lu, 2022. "Effects of Environmental Regulation on Green Total Factor Productivity: An Evidence from the Yellow River Basin, China," Sustainability, MDPI, vol. 14(4), pages 1-21, February.
    11. Lans Bovenberg, A. & Smulders, Sjak, 1995. "Environmental quality and pollution-augmenting technological change in a two-sector endogenous growth model," Journal of Public Economics, Elsevier, vol. 57(3), pages 369-391, July.
    12. 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).
    13. Fraisse, Henri & Hombert, Johan & Lé, Mathias, 2018. "The competitive effect of a bank megamerger on credit supply," Journal of Banking & Finance, Elsevier, vol. 93(C), pages 151-161.
    14. Yanan Wang & Wei Chen & Minjuan Zhao & Bowen Wang, 2019. "Analysis of the influencing factors on CO2 emissions at different urbanization levels: regional difference in China based on panel estimation," 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. 96(2), pages 627-645, March.
    15. Wang, Shaojian & Fang, Chuanglin & Guan, Xingliang & Pang, Bo & Ma, Haitao, 2014. "Urbanisation, energy consumption, and carbon dioxide emissions in China: A panel data analysis of China’s provinces," Applied Energy, Elsevier, vol. 136(C), pages 738-749.
    16. Fang, Zhenming & Kong, Xiaoran & Sensoy, Ahmet & Cui, Xin & Cheng, Feiyang, 2021. "Government’s awareness of Environmental protection and corporate green innovation: A natural experiment from the new environmental protection law in China," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 294-312.
    17. Dasgupta, Susmita & Laplante, Benoit & Mamingi, Nlandu, 2001. "Pollution and Capital Markets in Developing Countries," Journal of Environmental Economics and Management, Elsevier, vol. 42(3), pages 310-335, November.
    18. Tang, Chor Foon & Tan, Bee Wah, 2015. "The impact of energy consumption, income and foreign direct investment on carbon dioxide emissions in Vietnam," Energy, Elsevier, vol. 79(C), pages 447-454.
    19. Yao, Shouyu & Pan, Yuying & Sensoy, Ahmet & Uddin, Gazi Salah & Cheng, Feiyang, 2021. "Green credit policy and firm performance: What we learn from China," Energy Economics, Elsevier, vol. 101(C).
    20. Dinda, Soumyananda, 2004. "Environmental Kuznets Curve Hypothesis: A Survey," Ecological Economics, Elsevier, vol. 49(4), pages 431-455, August.
    21. Tian-Tian Zhu & Hua-Rong Peng & Yue-Jun Zhang & Jing-Yue Liu, 2021. "Does higher education development facilitate carbon emissions reduction in China," Applied Economics, Taylor & Francis Journals, vol. 53(47), pages 5490-5502, October.
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