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The Impact of Green Finance Pilot Policy on Carbon Intensity in Chinese Cities—Based on the Synthetic Control Method

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  • Libin Feng

    (School of Finance, Southwestern University of Finance and Economics, Chengdu 611130, China)

  • Zhengcheng Sun

    (School of Finance, Southwestern University of Finance and Economics, Chengdu 611130, China
    School of Finance, Yunnan University of Finance and Economics, Kunming 650221, China)

Abstract

As an innovative and efficient approach, green finance unlocks the potential to achieve China’s carbon peak and neutrality goals. This study takes China’s Green Finance Pilot Scheme as a quasi-natural experience and adopts the synthetic control method to evaluate the carbon intensity reduction effects of the Green Finance Pilot Policy (GFPP) based on the city-level panel data in China from 2008 to 2019. We find that the GFPP significantly reduces the carbon intensity of pilot cities in eastern China, such as Guangzhou, Huzhou, and Quzhou. However, implementing GFPP does not achieve the desired reduction effect in Nanchang and Guiyang situated in central and western China. After multiple robustness tests, it can be proved that the preceding conclusions are robust. The mechanism analysis results show that the GFPP can promote carbon intensity reduction through financial agglomeration and green innovation. This study is conducive to assessing the policy effectiveness of China’s GFPP and provides empirical evidence for promoting green finance system construction in China.

Suggested Citation

  • Libin Feng & Zhengcheng Sun, 2023. "The Impact of Green Finance Pilot Policy on Carbon Intensity in Chinese Cities—Based on the Synthetic Control Method," Sustainability, MDPI, vol. 15(15), pages 1-21, July.
    • Handle: RePEc:gam:jsusta:v:15:y:2023:i:15:p:11571-:d:1203248
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    as
    1. Xu, Aiting & Zhu, Yuhan & Wang, Wenpu, 2023. "Micro green technology innovation effects of green finance pilot policy—From the perspectives of action points and green value," Journal of Business Research, Elsevier, vol. 159(C).
    2. 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).
    3. Jun Zhang & Haiqian Ke & Wei Zhang, 2022. "The Moderating Effect and Threshold Effect of Green Finance on Carbon Intensity: From the Perspective of Capital Accumulation," Complexity, Hindawi, vol. 2022, pages 1-16, August.
    4. Xu, Lan & Yang, Jun & Cheng, Jixin & Dong, Hanghang, 2022. "How has China's low-carbon city pilot policy influenced its CO2 abatement costs? Analysis from the perspective of the shadow price," Energy Economics, Elsevier, vol. 115(C).
    5. Peng Zhang & Maosheng Duan & Guangzhi Yin, 2018. "The Periodic Characteristics of China’s Economic Carbon Intensity Change and the Impacts of Economic Transformation," Energies, MDPI, vol. 11(4), pages 1-21, April.
    6. Huang, Hongyun & Mbanyele, William & Wang, Fengrong & Song, Malin & Wang, Yuzhang, 2022. "Climbing the quality ladder of green innovation: Does green finance matter?," Technological Forecasting and Social Change, Elsevier, vol. 184(C).
    7. Yu, Chin-Hsien & Wu, Xiuqin & Zhang, Dayong & Chen, Shi & Zhao, Jinsong, 2021. "Demand for green finance: Resolving financing constraints on green innovation in China," Energy Policy, Elsevier, vol. 153(C).
    8. Dmitry Arkhangelsky & Susan Athey & David A. Hirshberg & Guido W. Imbens & Stefan Wager, 2021. "Synthetic Difference-in-Differences," American Economic Review, American Economic Association, vol. 111(12), pages 4088-4118, December.
    9. de Freitas, Luciano Charlita & Kaneko, Shinji, 2011. "Decomposition of CO2 emissions change from energy consumption in Brazil: Challenges and policy implications," Energy Policy, Elsevier, vol. 39(3), pages 1495-1504, March.
    10. Olper, Alessandro & Curzi, Daniele & Swinnen, Johan, 2018. "Trade liberalization and child mortality: A Synthetic Control Method," World Development, Elsevier, vol. 110(C), pages 394-410.
    11. Feng, Yuan & Chen, Zhi & Nie, Changfei, 2023. "The effect of broadband infrastructure construction on urban green innovation: Evidence from a quasi-natural experiment in China," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 581-598.
    12. Maximillian M. J. Kapa & Agus A. Nalle & Paul G. Tamelan & Worakamol Wisetsri, 2022. "The Impact of Green Finance, Agriculture Growth and Creativity on Carbon Emissions of High Carbon Emissions Producing Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 12(5), pages 432-440, September.
    13. Yiting Zeng & Feng Wang & Jun Wu, 2022. "The Impact of Green Finance on Urban Haze Pollution in China: A Technological Innovation Perspective," Energies, MDPI, vol. 15(3), pages 1-20, January.
    14. Shi, Jinyan & Yu, Conghui & Li, Yanxi & Wang, Tianhe, 2022. "Does green financial policy affect debt-financing cost of heavy-polluting enterprises? An empirical evidence based on Chinese pilot zones for green finance reform and innovations," Technological Forecasting and Social Change, Elsevier, vol. 179(C).
    15. Lin, Boqiang & Wang, Chonghao, 2023. "Does industrial relocation affect regional carbon intensity? Evidence from China's secondary industry," Energy Policy, Elsevier, vol. 173(C).
    16. Liu, Chen & Xiong, Mengxu, 2022. "Green finance reform and corporate innovation: Evidence from China✰," Finance Research Letters, Elsevier, vol. 48(C).
    17. Min-Xing Wang & Lufei Huang & Zhen-Ming Chen, 2023. "The Impact of Green Financial Policy on the Regional Economic Development Level and AQI—Evidence from Zhejiang Province, China," Sustainability, MDPI, vol. 15(5), pages 1-23, February.
    18. Jian Shao & Ping Huang, 2023. "The policy mix of green finance in China: an evolutionary and multilevel perspective," Climate Policy, Taylor & Francis Journals, vol. 23(6), pages 689-703, July.
    19. Alberto Abadie & Alexis Diamond & Jens Hainmueller, 2015. "Comparative Politics and the Synthetic Control Method," American Journal of Political Science, John Wiley & Sons, vol. 59(2), pages 495-510, February.
    20. Alberto Abadie & Javier Gardeazabal, 2003. "The Economic Costs of Conflict: A Case Study of the Basque Country," American Economic Review, American Economic Association, vol. 93(1), pages 113-132, March.
    21. Qu, Chenyao & Shao, Jun & Shi, Zhenkai, 2020. "Does financial agglomeration promote the increase of energy efficiency in China?," Energy Policy, Elsevier, vol. 146(C).
    22. Su, Zhifang & Guo, Qianqian & Lee, Hsiang-Tai, 2022. "Green finance policy and enterprise energy consumption intensity: Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 115(C).
    23. Xiuli Sun & Cui Zhou & Zhuojiong Gan, 2023. "Green Finance Policy and ESG Performance: Evidence from Chinese Manufacturing Firms," Sustainability, MDPI, vol. 15(8), pages 1-27, April.
    24. Yan, Cheng & Mao, Zhicheng & Ho, Kung-Cheng, 2022. "Effect of green financial reform and innovation pilot zones on corporate investment efficiency," Energy Economics, Elsevier, vol. 113(C).
    25. Xu, Xinkuo & Li, Jingsi, 2023. "Can green bonds reduce the carbon emissions of cities in China?," Economics Letters, Elsevier, vol. 226(C).
    26. Roper, Stephen & Tapinos, Efstathios, 2016. "Taking risks in the face of uncertainty: An exploratory analysis of green innovation," Technological Forecasting and Social Change, Elsevier, vol. 112(C), pages 357-363.
    27. Fushuai Wang & Wenxia Cai & Ehsan Elahi, 2021. "Do Green Finance and Environmental Regulation Play a Crucial Role in the Reduction of CO 2 Emissions? An Empirical Analysis of 126 Chinese Cities," Sustainability, MDPI, vol. 13(23), pages 1-20, November.
    28. Yu, Huaying & Wei, Wei & Li, Jinhe & Li, Ying, 2022. "The impact of green digital finance on energy resources and climate change mitigation in carbon neutrality: Case of 60 economies," Resources Policy, Elsevier, vol. 79(C).
    29. Lee, Chien-Chiang & Wang, Fuhao, 2022. "How does digital inclusive finance affect carbon intensity?," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 174-190.
    30. Wang, Jiazhen & Chen, Xin & Li, Xiaoxia & Yu, Jing & Zhong, Rui, 2020. "The market reaction to green bond issuance: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 60(C).
    31. Lv, Chengchao & Bian, Baocheng & Lee, Chien-Chiang & He, Zhiwen, 2021. "Regional gap and the trend of green finance development in China," Energy Economics, Elsevier, vol. 102(C).
    32. Xu, Renjing & Xu, Bin, 2022. "Exploring the effective way of reducing carbon intensity in the heavy industry using a semiparametric econometric approach," Energy, Elsevier, vol. 243(C).
    33. Cheng, Zhuo & Kai, Zhe & Zhu, Shouwenjun, 2023. "Does green finance regulation improve renewable energy utilization? Evidence from energy consumption efficiency," Renewable Energy, Elsevier, vol. 208(C), pages 63-75.
    34. Yanli Wang & Na Zhao & Xiaodong Lei & Ruyin Long, 2021. "Green Finance Innovation and Regional Green Development," Sustainability, MDPI, vol. 13(15), pages 1-19, July.
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