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Green credit, financing constraints, and corporate investment: From the perspectives of scale and efficiency

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  • Zhang, Jinlong
  • Wu, Mingyue
  • Chen, Tingwei
  • Gao, Bin

Abstract

Green credit plays a crucial role in resource allocation as it serves as a link between financial systems and environmental protection. This study utilizes the “Green Credit Guidelines” issued by the China Banking Regulatory Commission in 2012 as an exogenous shock, employing the Difference-in-Differences (DID) approach to examine the impact of green credit policies on corporate investment levels. The findings reveal that green credit enhances investment efficiency by reducing the investment scale of high-pollution enterprises. Furthermore, considering the temporal nature of policy impact and strategic responses from enterprises, these effects become evident and increasingly strengthened two years after policy implementation. The financing constraint intermediary mechanism suggests that financing constraints only serve as an intermediary factor between green credit policies and investment efficiency, exerting relatively weak control over short-term investment scales. Additionally, internal and external regulatory mechanisms along with enterprise heterogeneity indicate asymmetric effects resulting from green credit policies. Policy implications derived from this research emphasize the necessity for a rational combination of command-and-control environmental regulations with green credit policies while also improving upon existing green credit measures to prevent strategic corporate behavior.

Suggested Citation

  • Zhang, Jinlong & Wu, Mingyue & Chen, Tingwei & Gao, Bin, 2024. "Green credit, financing constraints, and corporate investment: From the perspectives of scale and efficiency," The North American Journal of Economics and Finance, Elsevier, vol. 73(C).
    • Handle: RePEc:eee:ecofin:v:73:y:2024:i:c:s106294082400113x
    DOI: 10.1016/j.najef.2024.102188
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    References listed on IDEAS

    as
    1. Li, Ke & Lin, Boqiang, 2016. "Impact of energy conservation policies on the green productivity in China’s manufacturing sector: Evidence from a three-stage DEA model," Applied Energy, Elsevier, vol. 168(C), pages 351-363.
    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. Liangliang Wang & Haiyang Zhang & Lu Zhang & Xiru Guo, 2021. "Dividend from subsidiaries and the agency cost of business groups," China Journal of Accounting Studies, Taylor & Francis Journals, vol. 9(3), pages 311-332, July.
    4. Stucki, Tobias & Woerter, Martin & Arvanitis, Spyros & Peneder, Michael & Rammer, Christian, 2018. "How different policy instruments affect green product innovation: A differentiated perspective," Energy Policy, Elsevier, vol. 114(C), pages 245-261.
    5. Chun-Ai Ma & Yanbo Jin, 2016. "What Drives the Relationship Between Financial Flexibility and Firm Performance: Investment Scale or Investment Efficiency? Evidence from China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 52(9), pages 2043-2055, September.
    6. Cui, Xin & Wang, Chunfeng & Liao, Jing & Fang, Zhenming & Cheng, Feiyang, 2021. "Economic policy uncertainty exposure and corporate innovation investment: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    7. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    8. Mingbo Zheng & Qiang Du & Quan-Jing Wang, 2023. "Nexus between Green Finance and Renewable Energy Development in China," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(4), pages 1205-1218, March.
    9. 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.
    10. Wang, Wei & Zhang, Yue-Jun, 2022. "Does China's carbon emissions trading scheme affect the market power of high-carbon enterprises?," Energy Economics, Elsevier, vol. 108(C).
    11. Zhang, Dongyang & Kong, Qunxi, 2022. "Credit policy, uncertainty, and firm R&D investment: A quasi-natural experiment based on the Green Credit Guidelines," Pacific-Basin Finance Journal, Elsevier, vol. 73(C).
    12. Chen, Shimin & Sun, Zheng & Tang, Song & Wu, Donghui, 2011. "Government intervention and investment efficiency: Evidence from China," Journal of Corporate Finance, Elsevier, vol. 17(2), pages 259-271, April.
    13. Kuo Zhou & Yunqing Tao & Shuai Wang & Haotian Luo, 2023. "Does Green Finance Drive Environmental Innovation in China?," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 59(8), pages 2727-2746, June.
    14. Borisova, Ginka & Fotak, Veljko & Holland, Kateryna & Megginson, William L., 2015. "Government ownership and the cost of debt: Evidence from government investments in publicly traded firms," Journal of Financial Economics, Elsevier, vol. 118(1), pages 168-191.
    15. Feng Wang & Siyue Yang & Ann Reisner & Na Liu, 2019. "Does Green Credit Policy Work in China? The Correlation between Green Credit and Corporate Environmental Information Disclosure Quality," Sustainability, MDPI, vol. 11(3), pages 1-15, January.
    16. Emirhan Ilhan & Zacharias Sautner & Grigory Vilkov, 2021. "Carbon Tail Risk [Measuring economic policy uncertainty]," The Review of Financial Studies, Society for Financial Studies, vol. 34(3), pages 1540-1571.
    17. Ma, Yechi & Sha, Yezhou & Wang, Zilong & Zhang, Wenjing, 2023. "The effect of the policy mix of green credit and government subsidy on environmental innovation," Energy Economics, Elsevier, vol. 118(C).
    18. Lin, Boqiang & Wu, Nan, 2022. "Will the China's carbon emissions market increase the risk-taking of its enterprises?," International Review of Economics & Finance, Elsevier, vol. 77(C), pages 413-434.
    19. Gollop, Frank M & Roberts, Mark J, 1983. "Environmental Regulations and Productivity Growth: The Case of Fossil-Fueled Electric Power Generation," Journal of Political Economy, University of Chicago Press, vol. 91(4), pages 654-674, August.
    20. Ling-Yun He & Li Liu, 2018. "Stand by or Follow? Responsibility Diffusion Effects and Green Credit," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(8), pages 1740-1760, June.
    21. 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).
    22. 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).
    23. Bargeron, Leonce L. & Lehn, Kenneth M. & Zutter, Chad J., 2010. "Sarbanes-Oxley and corporate risk-taking," Journal of Accounting and Economics, Elsevier, vol. 49(1-2), pages 34-52, February.
    24. 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.
    25. Mohammed Benlemlih & Mohammad Bitar, 2018. "Corporate Social Responsibility and Investment Efficiency," Journal of Business Ethics, Springer, vol. 148(3), pages 647-671, March.
    26. Gao, Bin & Zhang, Jinlong & Liu, Xiaofeng, 2023. "Does carbon risk amplify environmental uncertainty?," International Review of Economics & Finance, Elsevier, vol. 88(C), pages 594-606.
    27. Lei, Ni & Miao, Qin & Yao, Xin, 2023. "Does the implementation of green credit policy improve the ESG performance of enterprises? Evidence from a quasi-natural experiment in China," Economic Modelling, Elsevier, vol. 127(C).
    28. Wu, Linfei & Sun, Liwen & Qi, Peixiao & Ren, Xiangwei & Sun, Xiaoting, 2021. "Energy endowment, industrial structure upgrading, and CO2 emissions in China: Revisiting resource curse in the context of carbon emissions," Resources Policy, Elsevier, vol. 74(C).
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