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Does Green Finance Improve Industrial Energy Efficiency? Empirical Evidence from China

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  • Linmei Cai

    (College of Energy Engineering, Xi’an University of Science and Technology, Xi’an 710054, China
    School of Economics and Management, Yan’an University, Yan’an 716000, China
    Soft Science Research Base for Green and Low-Carbon Development of Energy Industry in Shaanxi Province, Yan’an University, Yan’an 716000, China)

  • Jinsuo Zhang

    (School of Economics and Management, Yan’an University, Yan’an 716000, China
    Soft Science Research Base for Green and Low-Carbon Development of Energy Industry in Shaanxi Province, Yan’an University, Yan’an 716000, China)

Abstract

Improving industrial energy efficiency (IEE) is crucial for reducing CO 2 emissions. Green finance (GF) provides an essential economic instrument for investment in IEE improvement. However, previous studies have not reached a consensus on whether GF can promote energy efficiency. In addition, more research is needed in the industrial sector. Therefore, this study focused on the industrial level to investigate GF’s impact on IEE and its heterogeneity using a two-way fixed effects model. The moderating effect, threshold effect, and spatial lag models were used to test the various effects of GF on IEE. In addition, the spatial clustering characteristics of IEE were analyzed. The results indicate the following: GF can significantly promote IEE, positively improves IEE in the central and eastern areas, and has a negative impact in the western area; the marketization level (ML) is an important channel through which GF can further improve IEE; GF’s impact on IEE exhibits a single threshold effect of the level of economic development (EDL) and green credit (GCL); GF promotes local IEE improvement but prevents neighboring IEE improvement; and IEE shows four types of clusters, but only in about one-third of the provinces. Based on these results, several recommendations are provided.

Suggested Citation

  • Linmei Cai & Jinsuo Zhang, 2024. "Does Green Finance Improve Industrial Energy Efficiency? Empirical Evidence from China," Energies, MDPI, vol. 17(19), pages 1-25, September.
    • Handle: RePEc:gam:jeners:v:17:y:2024:i:19:p:4818-:d:1486195
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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. Ke Xu & Peiya Zhao, 2023. "Does Green Finance Promote Green Total Factor Productivity? Empirical Evidence from China," Sustainability, MDPI, vol. 15(14), pages 1-26, July.
    3. Du, Juntao & Shen, Zhiyang & Song, Malin & Vardanyan, Michael, 2023. "The role of green financing in facilitating renewable energy transition in China: Perspectives from energy governance, environmental regulation, and market reforms," Energy Economics, Elsevier, vol. 120(C).
    4. Guo, Qiu-tong & Dong, Yong & Feng, Biao & Zhang, Hao, 2023. "Can green finance development promote total-factor energy efficiency? Empirical evidence from China based on a spatial Durbin model," Energy Policy, Elsevier, vol. 177(C).
    5. Li, Ke & Lin, Boqiang, 2017. "Economic growth model, structural transformation, and green productivity in China," Applied Energy, Elsevier, vol. 187(C), pages 489-500.
    6. Ma, Qiang & Liu, Xin & Wang, Wei-Guo & Xue, Jing, 2023. "Natural resources extraction and COP26 target: Evaluating the role of green finance," Resources Policy, Elsevier, vol. 82(C).
    7. Song, Malin & Xie, Qianjiao & Shen, Zhiyang, 2021. "Impact of green credit on high-efficiency utilization of energy in China considering environmental constraints," Energy Policy, Elsevier, vol. 153(C).
    8. Xiong, Yuyu & Dai, Li, 2023. "Does green finance investment impact on sustainable development: Role of technological innovation and renewable energy," Renewable Energy, Elsevier, vol. 214(C), pages 342-349.
    9. Lee, Chi-Chuan & Lee, Chien-Chiang, 2022. "How does green finance affect green total factor productivity? Evidence from China," Energy Economics, Elsevier, vol. 107(C).
    10. Lan, Jing & Wei, Yiming & Guo, Jie & Li, Qiuming & Liu, Zhen, 2023. "The effect of green finance on industrial pollution emissions: Evidence from China," Resources Policy, Elsevier, vol. 80(C).
    11. Huo, Da & Zhang, Xiaotao & Meng, Shuang & Wu, Gang & Li, Junhang & Di, Ruoqi, 2022. "Green finance and energy efficiency: Dynamic study of the spatial externality of institutional support in a digital economy by using hidden Markov chain," Energy Economics, Elsevier, vol. 116(C).
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