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How does green credit policy affect innovation efficiency of heavily polluting firms? Evidence from a quasi-natural experiment in China

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Listed:
  • Rong Wang

    (Hebei University of Technology)

  • Li Ye

    (Hebei University of Technology)

  • Ying Fang

    (Hebei University of Technology)

Abstract

This study uses a difference-in-difference (DID) model to examine how the green credit policy (GCP), which was established by China in 2012, affects the innovation efficiency of heavily polluting firms (HPFs). We conclude that the innovation efficiency of HPFs is significantly reduced under the shock of the guidelines. The reduction in innovation efficiency can be attributed to the higher risk of innovation disruption that results from higher degrees of financing constraints. In other words, the GCP has a resource allocation effect, limiting the flow of funds to HPFs. However, it does not play a Porter effect to force HPFs to innovate but has a penalty effect to reduce the efficiency of innovation by HPFs. Furthermore, our findings show that the penalty effect is more pronounced in HPFs in the central and western regions or HPFs with state ownership. Additionally, the role of GCP in decreasing the innovation efficiency of HPFs has increased with the strengthening of regional environmental regulation. Our article not only contributes to the growing understanding of the economic effects of GCP but also offers relevant guidance for the construction of green financial systems.

Suggested Citation

  • Rong Wang & Li Ye & Ying Fang, 2025. "How does green credit policy affect innovation efficiency of heavily polluting firms? Evidence from a quasi-natural experiment in China," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 27(1), pages 2701-2720, January.
  • Handle: RePEc:spr:endesu:v:27:y:2025:i:1:d:10.1007_s10668-023-03995-3
    DOI: 10.1007/s10668-023-03995-3
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    References listed on IDEAS

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    1. Yu Shi & Lei Gong & Jin Chen, 2019. "The Effect of Financing on Firm Innovation: Multiple Case Studies on Chinese Manufacturing Enterprises," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 55(4), pages 863-888, March.
    2. repec:taf:emfitr:v:55:y:2019:i:4:p:863-888 is not listed on IDEAS
    3. Abay Mulatu, 2017. "The Structure of UK Outbound FDI and Environmental Regulation," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 68(1), pages 65-96, September.
    4. Hsu, Po-Hsuan & Tian, Xuan & Xu, Yan, 2014. "Financial development and innovation: Cross-country evidence," Journal of Financial Economics, Elsevier, vol. 112(1), pages 116-135.
    5. Liu, Xinghe & Xu, Huifeng & Lu, Meiting, 2021. "Do auditors respond to stringent environmental regulation? Evidence from China’s new environmental protection law," Economic Modelling, Elsevier, vol. 96(C), pages 54-67.
    6. Amore, Mario Daniele & Schneider, Cédric & Žaldokas, Alminas, 2013. "Credit supply and corporate innovation," Journal of Financial Economics, Elsevier, vol. 109(3), pages 835-855.
    7. Christopher Wright, 2012. "Global Banks, the Environment, and Human Rights: The Impact of the Equator Principles on Lending Policies and Practices," Global Environmental Politics, MIT Press, vol. 12(1), pages 56-77, February.
    8. Hirshleifer, David & Hsu, Po-Hsuan & Li, Dongmei, 2013. "Innovative efficiency and stock returns," Journal of Financial Economics, Elsevier, vol. 107(3), pages 632-654.
    9. McDonald, John F & Moffitt, Robert A, 1980. "The Uses of Tobit Analysis," The Review of Economics and Statistics, MIT Press, vol. 62(2), pages 318-321, May.
    10. Parvadavardini SOUNDARRAJAN & Nagarajan VIVEK, 2016. "Green finance for sustainable green economic growth in India," Agricultural Economics, Czech Academy of Agricultural Sciences, vol. 62(1), pages 35-44.
    11. Chen, Shenglan & Chou, Robin K. & Liu, Xiaoling & Wu, Yuhui, 2020. "Deregulation of short-selling constraints and cost of bank loans: Evidence from a quasi-natural experiment," Pacific-Basin Finance Journal, Elsevier, vol. 64(C).
    12. 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).
    13. 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).
    14. 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.
    15. Zhang, Yue-Jun & Peng, Yu-Lu & Ma, Chao-Qun & Shen, Bo, 2017. "Can environmental innovation facilitate carbon emissions reduction? Evidence from China," Energy Policy, Elsevier, vol. 100(C), pages 18-28.
    16. Faleye, Olubunmi & Kovacs, Tunde & Venkateswaran, Anand, 2014. "Do Better-Connected CEOs Innovate More?," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 49(5-6), pages 1201-1225, December.
    17. Stiglitz, Joseph E & Weiss, Andrew, 1981. "Credit Rationing in Markets with Imperfect Information," American Economic Review, American Economic Association, vol. 71(3), pages 393-410, June.
    18. James J. Heckman & Hidehiko Ichimura & Petra Todd, 1998. "Matching As An Econometric Evaluation Estimator," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 65(2), pages 261-294.
    19. Hu, Guoqiang & Wang, Xiaoqi & Wang, Yu, 2021. "Can the green credit policy stimulate green innovation in heavily polluting enterprises? Evidence from a quasi-natural experiment in China," Energy Economics, Elsevier, vol. 98(C).
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