IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i21p14518-d964061.html
   My bibliography  Save this article

The Impact Mechanism of Green Credit Policy on the Sustainability Performance of Heavily Polluting Enterprises—Based on the Perspectives of Technological Innovation Level and Credit Resource Allocation

Author

Listed:
  • Xiaowei Ding

    (Faculty of Economics, RUDN University, 117198 Moscow, Russia)

  • Ruxu Jing

    (Institute of Economics, Moscow State University, 119991 Moscow, Russia)

  • Kaikun Wu

    (Institute of Economics and Management, Lviv Polytechnic National University, 999146 Lviv, Ukraine)

  • Maria V. Petrovskaya

    (Faculty of Economics, RUDN University, 117198 Moscow, Russia)

  • Zhikun Li

    (Institute of Asian and African Studies, Moscow State University, 119991 Moscow, Russia)

  • Alina Steblyanskaya

    (School of Economics and Management, Harbin Engineering University, Harbin 150009, China)

  • Lyu Ye

    (Institute of Industrial Management, Economics and Trade, Peter the Great St. Petersburg Polytechnic University, 195251 Saint Petersburg, Russia)

  • Xiaotong Wang

    (Faculty of Economics, RUDN University, 117198 Moscow, Russia)

  • Vasiliy M. Makarov

    (Institute of Industrial Management, Economics and Trade, Peter the Great St. Petersburg Polytechnic University, 195251 Saint Petersburg, Russia)

Abstract

Green credit policy (GCP), as one of the key financial instruments to achieve ’carbon peaking’ and ‘carbon neutrality’ targets, provides capital support for the green development of enterprises. This paper explores the impact mechanism of GCP on the sustainability performance of heavily polluting enterprises (HPEs) from the perspectives of technological innovation level (TIL) and credit resource allocation (CRA), using panel data for Chinese A-share listed manufacturing companies from 2010 to 2015 to construct a propensity score matching and differences-in-differences (PSM-DID) model. We find that GCP has a causal effect on corporate sustainability performance (CSP). Although GCP significantly improves CSP, there is no long-term effect. Heterogeneity analysis shows that the relationship between GCP and CSP is only significant in non-state-owned enterprises and in eastern and low-market-concentration enterprises. Mechanism tests indicate that GCP stimulates HPEs to invest more in technological innovation and thereby improves CSP through the innovation compensation effect; the credit constraint and information transfer effects caused by GCP reduce the credit resources available to HPEs but have a significant forced effect on CSP. This paper enriches the study of the economic consequences of GCP and provides implications for stakeholders to improve the green financial system and achieve green transformation of HPEs.

Suggested Citation

  • Xiaowei Ding & Ruxu Jing & Kaikun Wu & Maria V. Petrovskaya & Zhikun Li & Alina Steblyanskaya & Lyu Ye & Xiaotong Wang & Vasiliy M. Makarov, 2022. "The Impact Mechanism of Green Credit Policy on the Sustainability Performance of Heavily Polluting Enterprises—Based on the Perspectives of Technological Innovation Level and Credit Resource Allocatio," IJERPH, MDPI, vol. 19(21), pages 1-26, November.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:21:p:14518-:d:964061
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/21/14518/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/21/14518/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Su, Chi-Wei & Li, Wenhao & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Can green credit reduce the emissions of pollutants?," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 205-219.
    2. Kai Zhang & Xinmiao Zhou, 2022. "Is Promoting Green Finance in Line with the Long-Term Market Mechanism? The Perspective of Chinese Commercial Banks," Mathematics, MDPI, vol. 10(9), pages 1-26, April.
    3. Cai Chen & Yingli Zhang & Yun Bai & Wenrui Li, 2021. "The impact of green credit on economic growth—The mediating effect of environment on labor supply," PLOS ONE, Public Library of Science, vol. 16(9), pages 1-21, September.
    4. Ronaldo, Reza & Suryanto, Tulus, 2022. "Green finance and sustainability development goals in Indonesian Fund Village," Resources Policy, Elsevier, vol. 78(C).
    5. Nenavath, Sreenu, 2022. "Impact of fintech and green finance on environmental quality protection in India: By applying the semi-parametric difference-in-differences (SDID)," Renewable Energy, Elsevier, vol. 193(C), pages 913-919.
    6. Ge, Tao & Cai, Xuesen & Song, Xiaowei, 2022. "How does renewable energy technology innovation affect the upgrading of industrial structure? The moderating effect of green finance," Renewable Energy, Elsevier, vol. 197(C), pages 1106-1114.
    7. Lin, Boqiang & Bai, Rui, 2022. "Machine learning approaches for explaining determinants of the debt financing in heavy-polluting enterprises," Finance Research Letters, Elsevier, vol. 44(C).
    8. Contreras, Gabriela & Bos, Jaap W.B. & Kleimeier, Stefanie, 2019. "Self-regulation in sustainable finance: The adoption of the Equator Principles," World Development, Elsevier, vol. 122(C), pages 306-324.
    9. Taghizadeh-Hesary, Farhad & Yoshino, Naoyuki, 2019. "The way to induce private participation in green finance and investment," Finance Research Letters, Elsevier, vol. 31(C), pages 98-103.
    10. Guangyou Zhou & Chen Liu & Sumei Luo, 2021. "Resource Allocation Effect of Green Credit Policy: Based on DID Model," Mathematics, MDPI, vol. 9(2), pages 1-18, January.
    11. Mengxin Wang & Gaoke Liao & Yanling Li, 2021. "The Relationship between Environmental Regulation, Pollution and Corporate Environmental Responsibility," IJERPH, MDPI, vol. 18(15), pages 1-13, July.
    12. Wen, Huwei & Lee, Chien-Chiang & Zhou, Fengxiu, 2021. "Green credit policy, credit allocation efficiency and upgrade of energy-intensive enterprises," Energy Economics, Elsevier, vol. 94(C).
    13. Charles J. Hadlock & Joshua R. Pierce, 2010. "New Evidence on Measuring Financial Constraints: Moving Beyond the KZ Index," The Review of Financial Studies, Society for Financial Studies, vol. 23(5), pages 1909-1940.
    14. 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.
    15. Xiaowei Ding & Lyu Ye & Yueying Yang & Olga Efimova & Alina Steblyanskaya & Junfeng Zhang, 2022. "The Impact Mechanism of Environmental Information Disclosure on Corporate Sustainability Performance—Micro-Evidence from China," Sustainability, MDPI, vol. 14(19), pages 1-22, September.
    16. Sharma, Gagan Deep & Verma, Mahesh & Shahbaz, Muhammad & Gupta, Mansi & Chopra, Ritika, 2022. "Transitioning green finance from theory to practice for renewable energy development," Renewable Energy, Elsevier, vol. 195(C), pages 554-565.
    17. 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.
    18. Xing, Chao & Zhang, Yuming & Wang, Yuan, 2020. "Do Banks Value Green Management in China? The Perspective of the Green Credit Policy," Finance Research Letters, Elsevier, vol. 35(C).
    19. Carlos Aller, Maria Jesus Herrerias, and Javier Ordóñez, 2018. "The Effect of Financial Development on Energy Intensity in China," The Energy Journal, International Association for Energy Economics, vol. 0(Special I).
    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. Riquan Yao & Yingqun Fei & Zhong Wang & Xin Yao & Sasa Yang, 2023. "The Impact of China’s ETS on Corporate Green Governance Based on the Perspective of Corporate ESG Performance," IJERPH, MDPI, vol. 20(3), pages 1-16, January.
    2. Chaofeng Li & Yasir Ahmed Solangi & Sharafat Ali, 2023. "Evaluating the Factors of Green Finance to Achieve Carbon Peak and Carbon Neutrality Targets in China: A Delphi and Fuzzy AHP Approach," Sustainability, MDPI, vol. 15(3), pages 1-21, February.

    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. Xijia Huang & Yiting Guo & Yuming Lin & Liping Liu & Kai Yan, 2022. "Green Loans and Green Innovations: Evidence from China’s Equator Principles Banks," Sustainability, MDPI, vol. 14(20), pages 1-20, October.
    2. Yan Yang & Yingli Zhang, 2022. "The Impact of the Green Credit Policy on the Short-Term and Long-Term Debt Financing of Heavily Polluting Enterprises: Based on PSM-DID Method," IJERPH, MDPI, vol. 19(18), pages 1-18, September.
    3. 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.
    4. 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).
    5. 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.
    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. Tan, Xiujie & Xiao, Ziwei & Liu, Yishuang & Taghizadeh-Hesary, Farhad & Wang, Banban & Dong, Hanmin, 2022. "The effect of green credit policy on energy efficiency: Evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 183(C).
    8. 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.
    9. 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).
    10. 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).
    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. 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.
    13. Li, Lifang & Qiu, Lexin & Xu, Fangming & Zheng, Xinwei, 2023. "The impact of green credit on firms' green investment efficiency: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 79(C).
    14. 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.
    15. Su, Chi-Wei & Li, Wenhao & Umar, Muhammad & Lobonţ, Oana-Ramona, 2022. "Can green credit reduce the emissions of pollutants?," Economic Analysis and Policy, Elsevier, vol. 74(C), pages 205-219.
    16. Li, Shihan & Liu, Qingfu & Lu, Lei & Zheng, Kaixin, 2022. "Green policy and corporate social responsibility: Empirical analysis of the Green Credit Guidelines in China," Journal of Asian Economics, Elsevier, vol. 82(C).
    17. Ying Sun & Li Liu, 2022. "Green Credit Policy and Enterprise Green M&As: An Empirical Test from China," Sustainability, MDPI, vol. 14(23), pages 1-22, November.
    18. 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).
    19. Wang, Kai-Hua & Zhao, Yan-Xin & Jiang, Cui-Feng & Li, Zheng-Zheng, 2022. "Does green finance inspire sustainable development? Evidence from a global perspective," Economic Analysis and Policy, Elsevier, vol. 75(C), pages 412-426.
    20. Tang, Chang & Xu, Yuanyuan & Hao, Yu & Wu, Haitao & Xue, Yan, 2021. "What is the role of telecommunications infrastructure construction in green technology innovation? A firm-level analysis for China," Energy Economics, Elsevier, vol. 103(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:gam:jijerp:v:19:y:2022:i:21:p:14518-:d:964061. 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: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    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.