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How does green credit guidelines affect environmentally friendly enterprises’ ESG? A quasi-natural experiment from China

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  • Shengyu Xu
  • Jinqiu Yang
  • Ruile Li

Abstract

Following decades of extensive economic development, promoting the transition to greening and decarbonization in economic development have become inevitable choices for controlling environmental pollution and achieving high-quality development in China. Green Credit Guidelines (NIGCG) is a major policy innovation to promote green credit and further improve sustainable economic development. The influence of these guidelines on environmentally friendly enterprises’ sustainable development capacity, proxied by environmental, social, and corporate governance (ESG), has not yet been discussed. Therefore, this study takes the NIGCG issued in 2012 as a quasi-natural experiment, and adopts a propensity score matching–difference-in-differences (PSM-DID) model to test whether the NIGCG has affected ESG in environmentally friendly enterprises from 2009 to 2022. Our results indicate that the NIGCG significantly boosts environmentally friendly enterprises’ ESG, and this finding remains robust to a series of tests. In addition, a mediating effect analysis reveals that the NIGCG affects enterprises’ ESG through research and development (R&D) investment, verifying the Porter hypothesis in China. Finally, we determine that the role of NIGCG in promoting ESG is significantly reflected in the non-politically connected enterprises and enterprises in the eastern region. The empirical results suggest that the authorities should stimulate enterprises’ R&D investments through supporting policies, such as tax reimbursement and government subsidies, and formulate differentiated policies according to the characteristics of enterprises and their regions, so as to improve the effect of NIGCG.

Suggested Citation

  • Shengyu Xu & Jinqiu Yang & Ruile Li, 2024. "How does green credit guidelines affect environmentally friendly enterprises’ ESG? A quasi-natural experiment from China," PLOS ONE, Public Library of Science, vol. 19(5), pages 1-18, May.
  • Handle: RePEc:plo:pone00:0304384
    DOI: 10.1371/journal.pone.0304384
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    References listed on IDEAS

    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. 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. Olaf Weber, 2014. "Environmental, Social and Governance Reporting in China," Business Strategy and the Environment, Wiley Blackwell, vol. 23(5), pages 303-317, July.
    4. Becker, Randy A., 2011. "Local environmental regulation and plant-level productivity," Ecological Economics, Elsevier, vol. 70(12), pages 2516-2522.
    5. Adam B. Jaffe et al., 1995. "Environmental Regulation and the Competitiveness of U.S. Manufacturing: What Does the Evidence Tell Us?," Journal of Economic Literature, American Economic Association, vol. 33(1), pages 132-163, March.
    6. Gao, Wei & Liu, Zebin, 2023. "Green credit and corporate ESG performance: Evidence from China," Finance Research Letters, Elsevier, vol. 55(PB).
    7. Thorsten Beck & Ross Levine & Alexey Levkov, 2010. "Big Bad Banks? The Winners and Losers from Bank Deregulation in the United States," Journal of Finance, American Finance Association, vol. 65(5), pages 1637-1667, October.
    8. 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).
    9. Adam B. Jaffe & Karen Palmer, 1997. "Environmental Regulation And Innovation: A Panel Data Study," The Review of Economics and Statistics, MIT Press, vol. 79(4), pages 610-619, November.
    10. Qihang Xue & Huimin Wang & Caiquan Bai, 2023. "Local green finance policies and corporate ESG performance," International Review of Finance, International Review of Finance Ltd., vol. 23(4), pages 721-749, December.
    11. Zhao, Liange & Wang, Dongmei & Wang, Xueyuan & Zhang, Zhijian, 2023. "Impact of green finance on total factor productivity of heavily polluting enterprises: Evidence from green finance reform and innovation pilot zone," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 765-785.
    12. Francis, Bill B. & Hasan, Iftekhar & Sun, Xian, 2009. "Political connections and the process of going public: Evidence from China," Journal of International Money and Finance, Elsevier, vol. 28(4), pages 696-719, June.
    13. 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.
    14. Yuanhui Li & Rongrong Chen & Erwei Xiang, 2022. "Corporate social responsibility, green financial system guidelines, and cost of debt financing: Evidence from pollution‐intensive industries in China," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 29(3), pages 593-608, May.
    15. Liu, Hongxun & Zhang, Zihan, 2023. "The impact of managerial myopia on environmental, social and governance (ESG) engagement: Evidence from Chinese firms," Energy Economics, Elsevier, vol. 122(C).
    16. He, Yu & Zhao, Xiaoling & Zheng, Huan, 2023. "How does the environmental protection tax law affect firm ESG? Evidence from the Chinese stock markets," Energy Economics, Elsevier, vol. 127(PA).
    17. Wang, Chunhua & Wu, JunJie & Zhang, Bing, 2018. "Environmental regulation, emissions and productivity: Evidence from Chinese COD-emitting manufacturers," Journal of Environmental Economics and Management, Elsevier, vol. 92(C), pages 54-73.
    18. Becker, Randy A., 2011. "Local environmental regulation and plant-level productivity," Ecological Economics, Elsevier, vol. 70(12), pages 2516-2522.
    19. Zhang, Xiaoke & Zhao, Xuankai & Qu, Linshan, 2021. "Do green policies catalyze green investment? Evidence from ESG investing developments in China," Economics Letters, Elsevier, vol. 207(C).
    20. Gray, Wayne B, 1987. "The Cost of Regulation: OSHA, EPA and the Productivity Slowdown," American Economic Review, American Economic Association, vol. 77(5), pages 998-1006, December.
    21. Karl V. Lins & Henri Servaes & Ane Tamayo, 2017. "Social Capital, Trust, and Firm Performance: The Value of Corporate Social Responsibility during the Financial Crisis," Journal of Finance, American Finance Association, vol. 72(4), pages 1785-1824, August.
    22. 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.
    23. Di Giuli, Alberta & Kostovetsky, Leonard, 2014. "Are red or blue companies more likely to go green? Politics and corporate social responsibility," Journal of Financial Economics, Elsevier, vol. 111(1), pages 158-180.
    24. repec:zbw:bofrdp:2009_007 is not listed on IDEAS
    25. Hongjian Yu & Yao Zhao & Guitao Qiao & Mahmood Ahmad, 2023. "Can Green Financial Reform Policies Promote Enterprise Development? Empirical Evidence from China," Sustainability, MDPI, vol. 15(3), pages 1-21, February.
    26. 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).
    27. Zhang, Dongyang, 2023. "Does green finance really inhibit extreme hypocritical ESG risk? A greenwashing perspective exploration," Energy Economics, Elsevier, vol. 121(C).
    28. 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).
    29. Francis, Bill B. & Hasan, Iftekhar & Sun, Xian, 2009. "Political connections and the process of going public: Evidence from China," Journal of International Money and Finance, Elsevier, vol. 28(4), pages 696-719, June.
    30. Nofsinger, John R. & Sulaeman, Johan & Varma, Abhishek, 2019. "Institutional investors and corporate social responsibility," Journal of Corporate Finance, Elsevier, vol. 58(C), pages 700-725.
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