IDEAS home Printed from https://ideas.repec.org/a/eee/eneeco/v114y2022ics0140988322004042.html
   My bibliography  Save this article

Can the green finance policy force the green transformation of high-polluting enterprises? A quasi-natural experiment based on “Green Credit Guidelines”

Author

Listed:
  • Lu, Yuchen
  • Gao, Yuqiang
  • Zhang, Yu
  • Wang, Junrong

Abstract

Green finance policy (GFP) driving the green transformation of high-polluting enterprises (HPEs) has become a powerful measure for various countries to rectify environmental problems. Using the data of Chinese A-share listed companies from 2007 to 2019, this paper adopts the difference-in-differences (DID) method to empirically test the incentive effect and mechanism of the Green Credit Guidelines (GCGs) on green innovation. The research shows that the GFP accelerates green innovation in HPEs. The mechanism analysis exhibits that the incentive effect of GFP on green innovation of HPEs is mainly achieved by increasing the financing constraints and the debt financing cost of HPEs. The heterogeneity test found that the promoted effect of GFP on green innovation of HPEs is more obvious in company with financial background, the central and western regions, capital city and regions with low levels of green development. Therefore, the government should strive to create a good green financial environment and formulate more appropriate differentiated credit policies; HPEs should actively learn technology and experience from enterprises with successful green transformation. Only with the collective efforts of the government and enterprises can China better achieve the “dual carbon” goal.

Suggested Citation

  • Lu, Yuchen & Gao, Yuqiang & Zhang, Yu & Wang, Junrong, 2022. "Can the green finance policy force the green transformation of high-polluting enterprises? A quasi-natural experiment based on “Green Credit Guidelines”," Energy Economics, Elsevier, vol. 114(C).
  • Handle: RePEc:eee:eneeco:v:114:y:2022:i:c:s0140988322004042
    DOI: 10.1016/j.eneco.2022.106265
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0140988322004042
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.eneco.2022.106265?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Yongbo Sun & Hui Sun, 2021. "Green Innovation Strategy and Ambidextrous Green Innovation: The Mediating Effects of Green Supply Chain Integration," Sustainability, MDPI, vol. 13(9), pages 1-20, April.
    2. 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.
    3. Cai, Xiqian & Lu, Yi & Wu, Mingqin & Yu, Linhui, 2016. "Does environmental regulation drive away inbound foreign direct investment? Evidence from a quasi-natural experiment in China," Journal of Development Economics, Elsevier, vol. 123(C), pages 73-85.
    4. Jiang, Pengcheng & Jiang, Hongli & Wu, Jiahui, 2022. "Is inhibition of financialization the sub-effect of the green credit policy? Evidence from China," Finance Research Letters, Elsevier, vol. 47(PB).
    5. Yongliang Yang & Jin Wen & Yi Li, 2020. "The Impact of Environmental Information Disclosure on the Firm Value of Listed Manufacturing Firms: Evidence from China," IJERPH, MDPI, vol. 17(3), pages 1-20, February.
    6. Eric V. Edmonds & Nina Pavcnik & Petia Topalova, 2010. "Trade Adjustment and Human Capital Investments: Evidence from Indian Tariff Reform," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 42-75, October.
    7. Haifeng Huang & Jing Zhang, 2021. "Research on the Environmental Effect of Green Finance Policy Based on the Analysis of Pilot Zones for Green Finance Reform and Innovations," Sustainability, MDPI, vol. 13(7), pages 1-14, March.
    8. Liu, Xinghe & Wang, Enxian & Cai, Danting, 2019. "Green credit policy, property rights and debt financing: Quasi-natural experimental evidence from China," Finance Research Letters, Elsevier, vol. 29(C), pages 129-135.
    9. Wang, Changjian & Wang, Fei & Zhang, Xinlin & Yang, Yu & Su, Yongxian & Ye, Yuyao & Zhang, Hongou, 2017. "Examining the driving factors of energy related carbon emissions using the extended STIRPAT model based on IPAT identity in Xinjiang," Renewable and Sustainable Energy Reviews, Elsevier, vol. 67(C), pages 51-61.
    10. Yanhong Liu & Jia Lei & Yihua Zhang, 2021. "A Study on the Sustainable Relationship among the Green Finance, Environment Regulation and Green-Total-Factor Productivity in China," Sustainability, MDPI, vol. 13(21), pages 1-27, October.
    11. 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).
    12. Mzoughi, Hela & Urom, Christian & Guesmi, Khaled, 2022. "Downside and upside risk spillovers between green finance and energy markets," Finance Research Letters, Elsevier, vol. 47(PA).
    13. Hualin Xie & Zhenyi Ouyang & Yongrok Choi, 2020. "Characteristics and Influencing Factors of Green Finance Development in the Yangtze River Delta of China: Analysis Based on the Spatial Durbin Model," Sustainability, MDPI, vol. 12(22), pages 1-15, November.
    14. 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).
    15. Kong, Qunxi & Li, Rongrong & Peng, Dan & Wong, Zoey, 2021. "High-technology development zones and innovation in knowledge-intensive service firms: Evidence from Chinese A-share listed firms," International Review of Financial Analysis, Elsevier, vol. 78(C).
    16. Zhong, Qian & Han, Liyan & Jin, Jiayu, 2022. "Do green credit guidelines impact on heavily polluting firms in rent-seeking?," Finance Research Letters, Elsevier, vol. 47(PB).
    17. Simon Alder & Lin Shao & Fabrizio Zilibotti, 2016. "Economic reforms and industrial policy in a panel of Chinese cities," Journal of Economic Growth, Springer, vol. 21(4), pages 305-349, December.
    18. Yang, Yuxue & Su, Xiang & Yao, Shuangliang, 2021. "Nexus between green finance, fintech, and high-quality economic development: Empirical evidence from China," Resources Policy, Elsevier, vol. 74(C).
    19. Zhang, Yue-Jun & Da, Ya-Bin, 2015. "The decomposition of energy-related carbon emission and its decoupling with economic growth in China," Renewable and Sustainable Energy Reviews, Elsevier, vol. 41(C), pages 1255-1266.
    20. 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).
    21. McLaughlin, Craig & Elamer, Ahmed A. & Glen, Thomas & AlHares, Aws & Gaber, Hazem Rasheed, 2019. "Accounting society's acceptability of carbon taxes: Expectations and reality," Energy Policy, Elsevier, vol. 131(C), pages 302-311.
    22. Chen, Zhao & Kahn, Matthew E. & Liu, Yu & Wang, Zhi, 2018. "The consequences of spatially differentiated water pollution regulation in China," Journal of Environmental Economics and Management, Elsevier, vol. 88(C), pages 468-485.
    23. Liu, Chang & Hong, Tao & Li, Huaifeng & Wang, Lili, 2018. "From club convergence of per capita industrial pollutant emissions to industrial transfer effects: An empirical study across 285 cities in China," Energy Policy, Elsevier, vol. 121(C), pages 300-313.
    24. Cui, Xin & Wang, Panpan & Sensoy, Ahmet & Nguyen, Duc Khuong & Pan, Yuying, 2022. "Green Credit Policy and Corporate Productivity: Evidence from a Quasi-natural Experiment in China," Technological Forecasting and Social Change, Elsevier, vol. 177(C).
    25. 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.
    26. Tang, Maogang & Li, Zhen & Hu, Fengxia & Wu, Baijun & Zhang, Ruihan, 2021. "Market failure, tradable discharge permit, and pollution reduction: Evidence from industrial firms in China," Ecological Economics, Elsevier, vol. 189(C).
    27. Roger J. Francey & Cathy M. Trudinger & Marcel van der Schoot & Rachel M. Law & Paul B. Krummel & Ray L. Langenfelds & L. Paul Steele & Colin E. Allison & Ann R. Stavert & Robert J. Andres & Christian, 2013. "Erratum: Atmospheric verification of anthropogenic CO2 emission trends," Nature Climate Change, Nature, vol. 3(8), pages 764-764, August.
    28. Qiaoxin Xie & Yu Zhang & Lei Chen, 2022. "Does green credit policy promote innovation: A case of China," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 2704-2714, October.
    29. 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).
    30. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    31. Roger J. Francey & Cathy M. Trudinger & Marcel van der Schoot & Rachel M. Law & Paul B. Krummel & Ray L. Langenfelds & L. Paul Steele & Colin E. Allison & Ann R. Stavert & Robert J. Andres & Christian, 2013. "Atmospheric verification of anthropogenic CO2 emission trends," Nature Climate Change, Nature, vol. 3(5), pages 520-524, May.
    32. Xingyuan Wang, 2022. "Research on the impact mechanism of green finance on the green innovation performance of China's manufacturing industry," Managerial and Decision Economics, John Wiley & Sons, Ltd., vol. 43(7), pages 2678-2703, October.
    33. Yin, Xiuling & Xu, Zhaoran, 2022. "An empirical analysis of the coupling and coordinative development of China's green finance and economic growth," Resources Policy, Elsevier, vol. 75(C).
    34. Min Hong & Zhenghui Li & Benjamin Drakeford, 2021. "Do the Green Credit Guidelines Affect Corporate Green Technology Innovation? Empirical Research from China," IJERPH, MDPI, vol. 18(4), pages 1-21, February.
    35. Ben Arfi, Wissal & Hikkerova, Lubica & Sahut, Jean-Michel, 2018. "External knowledge sources, green innovation and performance," Technological Forecasting and Social Change, Elsevier, vol. 129(C), pages 210-220.
    36. 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.
    37. Zhifeng Zhang & Hongyan Duan & Shuangshuang Shan & Qingzhi Liu & Wenhui Geng, 2022. "The Impact of Green Credit on the Green Innovation Level of Heavy-Polluting Enterprises—Evidence from China," IJERPH, MDPI, vol. 19(2), pages 1-19, January.
    38. 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.
    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. Ran, Qiying & Yang, Xiaodong & Yan, Hongchuan & Xu, Yang & Cao, Jianhong, 2023. "Natural resource consumption and industrial green transformation: Does the digital economy matter?," Resources Policy, Elsevier, vol. 81(C).
    2. Zongrun Wang & Lili Yang & Xiaohang Ren & Duong Phuong Thao Pham, 2023. "Facilitate or Inhibit: Corporate Environmental Performance and Financing Costs," Evaluation Review, , vol. 47(4), pages 727-759, August.
    3. Cen, Tao, 2023. "Green finance reform and stock price crash risk: Evidence from Chinese heavily polluting companies," Finance Research Letters, Elsevier, vol. 56(C).
    4. Sun, Chuanwang & Zeng, Yingfang, 2023. "Does the green credit policy affect the carbon emissions of heavily polluting enterprises?," Energy Policy, Elsevier, vol. 180(C).
    5. Lee, Chien-Chiang & Wang, Chih-Wei & Thinh, Bui Tien, 2023. "Green development, climate risks, and cash flow: International evidence," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    6. Ran Zhang & Guoquan Kong & Huaping Sun, 2023. "Can New-Type Urbanization Promote Enterprise Green Technology Innovation?—A Study Based on Difference-in-Differences Model," Sustainability, MDPI, vol. 15(7), pages 1-20, April.
    7. Zou, Jin & Yan, Jingzhou & Deng, Guoying, 2023. "ESG rating confusion and bond spreads," Economic Modelling, Elsevier, vol. 129(C).
    8. Honma, Satoshi & Ushifusa, Yoshiaki & Okamura, Soyoka & Vandercamme, Lilu, 2023. "Measuring carbon emissions performance of Japan's metal industry: Energy inputs, agglomeration, and the potential for green recovery reduction," Resources Policy, Elsevier, vol. 82(C).
    9. Wang, Hong & Hu, Xuechen & Li, Hailing, 2023. "Regional production restriction policy and firms’ green transition: Evidence from Beijing-Tianjin-Hebei region," Energy, Elsevier, vol. 282(C).
    10. Cui, Di & Ding, Mingfa & Han, Yikai & Suardi, Sandy, 2023. "Regulation-induced financial constraints, carbon emission and corporate innovation: Evidence from China," Energy Economics, Elsevier, vol. 127(PB).

    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. Mo Du & Ruirui Zhang & Shanglei Chai & Qiang Li & Ruixuan Sun & Wenjun Chu, 2022. "Can Green Finance Policies Stimulate Technological Innovation and Financial Performance? Evidence from Chinese Listed Green Enterprises," Sustainability, MDPI, vol. 14(15), pages 1-28, July.
    2. Wang, Mei Ling, 2023. "Effects of the green finance policy on the green innovation efficiency of the manufacturing industry: A difference-in-difference model," Technological Forecasting and Social Change, Elsevier, vol. 189(C).
    3. Lee, Chien-Chiang & Wang, Fuhao & Lou, Runchi & Wang, Keying, 2023. "How does green finance drive the decarbonization of the economy? Empirical evidence from China," Renewable Energy, Elsevier, vol. 204(C), pages 671-684.
    4. Xiaoyang Xu & Yufan Xie & Emma Serwaa Obobisa & Huaping Sun, 2023. "Has the establishment of green finance reform and innovation pilot zones improved air quality? Evidence from China," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-14, December.
    5. Tang, Xinmeng & Zhou, Xiaoguang, 2023. "Impact of green finance on renewable energy development: A spatiotemporal consistency perspective," Renewable Energy, Elsevier, vol. 204(C), pages 320-337.
    6. 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).
    7. Chen, Wen & Zhu, Yufeng & He, Zehui & Yang, Yang, 2022. "The effect of local government debt on green innovation: Evidence from Chinese listed companies," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    8. Yayun Ren & Jian Yu & Shuhua Xu & Jiaomei Tang & Chang Zhang, 2023. "Green Finance and Industrial Low-Carbon Transition: Evidence from a Quasi-Natural Experiment in China," Sustainability, MDPI, vol. 15(6), pages 1-17, March.
    9. Pei Xu & Penghao Ye & Atif Jahanger & Siwei Huang & Fan Zhao, 2023. "Can green credit policy reduce corporate carbon emission intensity: Evidence from China's listed firms," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 30(5), pages 2623-2638, September.
    10. Wang, Baixun & Zhao, Wenjuan, 2022. "Interplay of renewable energy investment efficiency, shareholder control and green financial development in China," Renewable Energy, Elsevier, vol. 199(C), pages 192-203.
    11. Zheng, Shuxia & Zhang, Xiaoming & Wang, Hu, 2023. "Green credit policy and the stock price synchronicity of heavily polluting enterprises," Economic Analysis and Policy, Elsevier, vol. 77(C), pages 251-264.
    12. Yu Liu & Huiping Ding & Biao Sun, 2022. "Does Green Credit Policy Promote or Inhibit Firms’ Green Innovation in China? Moderating Effect of Environmental Information Disclosure," Sustainability, MDPI, vol. 15(1), pages 1-17, December.
    13. Shaolong Zeng & Qinyi Fu & Fazli Haleem & Yang Shen & Jiedong Zhang, 2023. "Carbon-Reduction, Green Finance, and High-Quality Economic Development: A Case of China," Sustainability, MDPI, vol. 15(18), pages 1-22, September.
    14. Bakry, Walid & Mallik, Girijasankar & Nghiem, Xuan-Hoa & Sinha, Avik & Vo, Xuan Vinh, 2023. "Is green finance really “green”? Examining the long-run relationship between green finance, renewable energy and environmental performance in developing countries," Renewable Energy, Elsevier, vol. 208(C), pages 341-355.
    15. Li, Songran & Shao, Qinglong, 2022. "Greening the finance for climate mitigation: An ARDL–ECM approach," Renewable Energy, Elsevier, vol. 199(C), pages 1469-1481.
    16. Na Lu & Jiahui Wu & Ziming Liu, 2022. "How Does Green Finance Reform Affect Enterprise Green Technology Innovation? Evidence from China," Sustainability, MDPI, vol. 14(16), pages 1-22, August.
    17. Zhang, Shengling & Wu, Zihao & He, Yinan & Hao, Yu, 2022. "How does the green credit policy affect the technological innovation of enterprises? Evidence from China," Energy Economics, Elsevier, vol. 113(C).
    18. Kai Zhang & Dongyuan Liu, 2023. "Does Green Finance Promote Export Sophistication? An Analysis of the Moderating Effect Based on Green Taxes," Sustainability, MDPI, vol. 15(10), pages 1-18, May.
    19. Guo, Yunxia & Yu, Mengyao & Xu, Mingchen & Tang, Ying & Huang, Jingran & Liu, Jia & Hao, Yu, 2023. "Productivity gains from green finance: A holistic and regional examination from China," Energy Economics, Elsevier, vol. 127(PA).
    20. Guo, Shu & Zhang, ZhongXiang, 2023. "Green credit policy and total factor productivity: Evidence from Chinese listed companies," Energy Economics, Elsevier, vol. 128(C).

    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:eee:eneeco:v:114:y:2022:i:c:s0140988322004042. 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: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/eneco .

    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.