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The impact of green credit guidelines on environmental performance: Firm-level evidence from China

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  • Li, Chen
  • Liu, Zhao
  • Song, Rong
  • Zhang, Yue-Jun

Abstract

The Green Credit Guidelines (GCG) regulates the environmental behaviour of firms with high pollution, high energy consumption, and surplus production capacity (known as “two high and one surplus”, THOS) through environmental and social risk assessment and credit management, thereby improving firms' environmental performance. Adopting the panel data of 461 Chinese A-share listed firms from 2008 to 2020 and the Difference-in-Differences (DID) model, this paper employs the promulgation of GCG in China as a quasi-natural experiment to investigate the effect of GCG on THOS firms' environmental performance and its potential mechanisms. The main findings are reported as follows. Firstly, the promulgation of GCG significantly improves the THOS firms' environmental performance. Secondly, after dividing the firms' environmental performance into the environmental strengths and concerns, the policy effect is stronger on environmental strengths that focus on process control. Thirdly, the firms' environmental performance improvement effect of the GCG is mainly achieved by promoting green innovation and exacerbating financing constraints. Finally, the improvement effect of the GCG on firms' environmental performance is more pronounced in firms with weaker external monitoring, environmental information disclosure and lower capital dependence.

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  • Li, Chen & Liu, Zhao & Song, Rong & Zhang, Yue-Jun, 2024. "The impact of green credit guidelines on environmental performance: Firm-level evidence from China," Technological Forecasting and Social Change, Elsevier, vol. 205(C).
    • Handle: RePEc:eee:tefoso:v:205:y:2024:i:c:s0040162524003202
    DOI: 10.1016/j.techfore.2024.123524
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    References listed on IDEAS

    as
    1. Stein, Jeremy C, 1988. "Takeover Threats and Managerial Myopia," Journal of Political Economy, University of Chicago Press, vol. 96(1), pages 61-80, February.
    2. 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.
    3. Jinhuan Tian & Yan Dong & Gianluca Vagnani & Peizhong Liu, 2023. "Green innovation and the stock market value of heavily polluting firms: The role of environmental compliance costs and technological collaboration," Business Strategy and the Environment, Wiley Blackwell, vol. 32(7), pages 4938-4953, November.
    4. Liu, Xiao-Yan & Pollitt, Michael G. & Xie, Bai-Chen & Liu, Li-Qiu, 2019. "Does environmental heterogeneity affect the productive efficiency of grid utilities in China?," Energy Economics, Elsevier, vol. 83(C), pages 333-344.
    5. 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).
    6. 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.
    7. Guney, Yilmaz & Karpuz, Ahmet & Ozkan, Neslihan, 2017. "R&D investments and credit lines," Journal of Corporate Finance, Elsevier, vol. 46(C), pages 261-283.
    8. Ren, Shenggang & Hu, Yucai & Zheng, Jingjing & Wang, Yangjie, 2020. "Emissions trading and firm innovation: Evidence from a natural experiment in China," Technological Forecasting and Social Change, Elsevier, vol. 155(C).
    9. Pang, Lidong & Zhu, Meng Nan & Yu, Haiyan, 2022. "Is green finance really a blessing for green technology and carbon efficiency?," Energy Economics, Elsevier, vol. 114(C).
    10. Xiao, Gang & Shen, Sichen, 2022. "To pollute or not to pollute: Political connections and corporate environmental performance," Journal of Corporate Finance, Elsevier, vol. 74(C).
    11. 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.
    12. Jia Meng & ZhongXiang Zhang, 2022. "Corporate Environmental Information Disclosure and Investor Response: Empirical Evidence from China's Capital Market," Working Papers 2022.03, Fondazione Eni Enrico Mattei.
    13. Zhang, Bingbing & Wang, Yuan & Sun, Chuanwang, 2023. "Urban environmental legislation and corporate environmental performance: End governance or process control?," Energy Economics, Elsevier, vol. 118(C).
    14. Guido W. Imbens, 2015. "Matching Methods in Practice: Three Examples," Journal of Human Resources, University of Wisconsin Press, vol. 50(2), pages 373-419.
    15. 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).
    16. Petra Moser & Alessandra Voena, 2012. "Compulsory Licensing: Evidence from the Trading with the Enemy Act," American Economic Review, American Economic Association, vol. 102(1), pages 396-427, February.
    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. Zhou, Guangyou & Sun, Yongkun & Luo, Sumei & Liao, Jiayi, 2021. "Corporate social responsibility and bank financial performance in China: The moderating role of green credit," Energy Economics, Elsevier, vol. 97(C).
    19. Guido W. Imbens & Jeffrey M. Wooldridge, 2009. "Recent Developments in the Econometrics of Program Evaluation," Journal of Economic Literature, American Economic Association, vol. 47(1), pages 5-86, March.
    20. Boeing, Philipp, 2016. "The allocation and effectiveness of China’s R&D subsidies - Evidence from listed firms," Research Policy, Elsevier, vol. 45(9), pages 1774-1789.
    21. 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.
    22. Healy, Paul M. & Palepu, Krishna G., 2001. "Information asymmetry, corporate disclosure, and the capital markets: A review of the empirical disclosure literature," Journal of Accounting and Economics, Elsevier, vol. 31(1-3), pages 405-440, September.
    23. Li, Zhen & Wu, Baijun & Wang, Danyang & Tang, Maogang, 2022. "Government mandatory energy-biased technological progress and enterprises' environmental performance: Evidence from a quasi-natural experiment of cleaner production standards in China," Energy Policy, Elsevier, vol. 162(C).
    24. Wang, Ren & Hou, Jie & Jiang, Zhujun, 2021. "Environmental policies with financing constraints in China," Energy Economics, Elsevier, vol. 94(C).
    25. Ge, Yongbo & Zhu, Yuexiao, 2022. "Boosting green recovery: Green credit policy in heavily polluted industries and stock price crash risk," Resources Policy, Elsevier, vol. 79(C).
    26. 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).
    27. Safarzynska, Karolina & van den Bergh, Jeroen C.J.M., 2011. "Industry evolution, rational agents and the transition to sustainable electricity production," Energy Policy, Elsevier, vol. 39(10), pages 6440-6452, October.
    28. Caroline Flammer, 2018. "Competing for government procurement contracts: The role of corporate social responsibility," Strategic Management Journal, Wiley Blackwell, vol. 39(5), pages 1299-1324, May.
    29. Tan, Xiujie & Yan, Yaxue & Dong, Yuyang, 2022. "Peer effect in green credit induced green innovation: An empirical study from China's Green Credit Guidelines," Resources Policy, Elsevier, vol. 76(C).
    30. Xianchun Liao & Jie Wang & Ting Wang & Meicun Li, 2023. "Green Credit Guideline Influencing Enterprises’ Green Transformation in China," Sustainability, MDPI, vol. 15(15), pages 1-22, August.
    31. 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).
    32. Toni M. Whited & Guojun Wu, 2006. "Financial Constraints Risk," The Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 531-559.
    33. Raymond Gradus & Sjak Smulders, 1993. "The trade-off between environmental care and long-term growth—Pollution in three prototype growth models," Journal of Economics, Springer, vol. 58(1), pages 25-51, February.
    34. Klüppel, Leonardo & Knott, Anne Marie, 2023. "Are ideas being fished out?," Research Policy, Elsevier, vol. 52(2).
    35. 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).
    36. 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).
    37. Lee, Chien-Chiang & Chang, Yu-Fang & Wang, En-Ze, 2022. "Crossing the rivers by feeling the stones: The effect of China's green credit policy on manufacturing firms' carbon emission intensity," Energy Economics, Elsevier, vol. 116(C).
    38. Xing, Chao & Zhang, Yuming & Tripe, David, 2021. "Green credit policy and corporate access to bank loans in China: The role of environmental disclosure and green innovation," International Review of Financial Analysis, Elsevier, vol. 77(C).
    39. Judith L. Walls & Pascual Berrone & Phillip H. Phan, 2012. "Corporate governance and environmental performance: is there really a link?," Strategic Management Journal, Wiley Blackwell, vol. 33(8), pages 885-913, August.
    40. Wurlod, Jules-Daniel & Noailly, Joëlle, 2018. "The impact of green innovation on energy intensity: An empirical analysis for 14 industrial sectors in OECD countries," Energy Economics, Elsevier, vol. 71(C), pages 47-61.
    41. 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).
    42. Alam, Md Samsul & Safiullah, Md & Islam, Md Shahidul, 2022. "Cash-rich firms and carbon emissions," International Review of Financial Analysis, Elsevier, vol. 81(C).
    43. Hu, Yucai & Ren, Shenggang & Wang, Yangjie & Chen, Xiaohong, 2020. "Can carbon emission trading scheme achieve energy conservation and emission reduction? Evidence from the industrial sector in China," Energy Economics, Elsevier, vol. 85(C).
    44. Chen, Zhongfei & Chen, Fanglin & Zhou, Mengling, 2021. "Does social trust affect corporate environmental performance in China?," Energy Economics, Elsevier, vol. 102(C).
    45. Michael E. Porter & Claas van der Linde, 1995. "Toward a New Conception of the Environment-Competitiveness Relationship," Journal of Economic Perspectives, American Economic Association, vol. 9(4), pages 97-118, Fall.
    46. Chen, Chunhua & Shi, Songhe & Song, Xiaoping & Zheng, Steven Xiaofan, 2021. "Financial constraints and cross-listing," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 71(C).
    47. Meng, Jia & Zhang, ZhongXiang, 2022. "Corporate environmental information disclosure and investor response: Evidence from China's capital market," Energy Economics, Elsevier, vol. 108(C).
    48. Michael Spence, 1973. "Job Market Signaling," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 87(3), pages 355-374.
    49. 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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