Summary:
Promoting green and low-carbon development of the economy and society is essential for achieving high-quality development. Green finance plays a significant role in promoting the green transition of the economy and society. In recent years, China's banking system has made remarkable progress in green credit, with the balance reaching 44.7 trillion yuan by the end of 2025, ranking first globally in terms of scale. However, due to the incomplete green standards and information disclosure systems, green credit has encountered the issue of greenwashing, where borrowers misappropriate green loan funds. Such post-loan greenwashing distorts the allocation of green financial resources and undermines the effectiveness of green finance in supporting low-carbon development. In response, regulatory authorities have prioritized the quality and effectiveness of green loans, thereby incentivizing banks to fulfill their environmental responsibilities to ensure that these loans yield the expected environmental benefits. Meanwhile, some banks, such as the Industrial and Commercial Bank of China and Bank of Jiangsu, have enhanced post-loan management through regular inspections and environmental risk reporting. This indicates that banks are actively fulfilling environmental responsibilities and strengthening supervision to mitigate greenwashing risks. Furthermore, the green reputation banks have built through fulfilling environmental responsibilities may also deter borrowers from greenwashing. An important question remains: can banks’ fulfillment of environmental responsibilities effectively constrain borrowers’ post-loan greenwashing behavior? Does this constraint stem from strengthened post-loan management or the accumulation of green reputation? Investigating these questions helps clarify the quality and effectivenes of green finance in serving the green transformation of the real economy. To address this, based on a sample of 2012 green loans issued by 27 Chinese listed banks from 2013 to 2022, this paper investigates the impact and underlying mechanisms of banks’ environmental responsibility fulfillment on enterprises’ post-loan greenwashing behavior. Furthermore, it explores how green standards and post-loan management incentives and constraints moderate this relationship. The results show that banks’ fulfillment of environmental responsibilities significantly curbs borrowers’ post-loan greenwashing behavior, primarily through strengthened post-loan management measures (e.g., enhanced on-site inspections, exit threats, and reductions in credit lines and terms), rather than through green reputation accumulation. Moreover, clearer green standards and stronger post-loan management incentives and constraints reinforce this effect. This paper offers the following policy insights: First, while prioritizing green finance and fulfilling environmental responsibilities, banks should not only expand the scale and share of green credit but also pay attention to the quality and effectiveness of green credit assets. Second, strengthening post-loan management is a fundamental measure to curb greenwashing behavior and enhance the quality and effectiveness of green finance. Third, it is essential to further improve green standards and strengthen the incentive and constraint effects of green finance policies. The contributions of this paper are as follows: First, it contributes to the research on the economic effects of banks’ environmental responsibility fulfillment. While previous studies have primarily focused on the impact of green loan issuance on banks’ operational performance and risk-taking, as well as on the environmental performance and technological innovation of borrowers, this study investigates the impact of banks’ environmental responsibility fulfillment on borrowers’ greenwashing behavior and its mechanisms, which helps reveal the quality and effectiveness of banks’ green finance practices. Second, it advances the research on corporate greenwashing by shifting the focus from strategic green information disclosure and pre-loan project packaging to post-loan misappropriation of credit funds. Finally, it enriches the research on the evaluation of green finance policy effects, from the perspective of moderating effects. This paper examines how green finance-related regulatory policies moderate the inhibitory effect of banks’ environmental responsibility fulfillment on greenwashing in green loans, and provides micro-level empirical evidence from bank credit management for regulatory authorities to further improve the external environment for banks’ green credit governance.
[1]崔惠玉、王宝珠和徐颖,2023,《绿色金融创新、金融资源配置与企业污染减排》,《中国工业经济》第10期,第118~136页。 [2]丁杰、李仲飞和黄金波,2022,《绿色信贷政策能够促进企业绿色创新吗?——基于政策效应分化的视角》,《金融研究》第12期,第55~73页。 [3]丁宁、任亦侬和左颖,2020,《绿色信贷政策得不偿失还是得偿所愿——基于资源配置视角的PSM-DID成本效率分析》,《金融研究》第4期,第112~130页。 [4]房芳和郭晔,2023,《创新型货币政策能够提高企业的绿色投资水平吗?——来自中国上市企业的微观证据》,《国际金融研究》第8期,第87~96页。 [5]郭晔和房芳,2021,《新型货币政策担保品框架的绿色效应》,《金融研究》第1期,第91~110页。 [6]胡德宝和赵诗乐,2023,《防范绿色金融“洗绿”风险》,《中国金融》第13期,第73~74页。 [7]江艇,2022,《因果推断经验研究中的中介效应与调节效应》,《中国工业经济》第5期,第100~120页。 [8]李俊成、彭俞超和王文蔚,2023,《绿色信贷政策能否促进绿色企业发展?——基于风险承担的视角》,《金融研究》第3期,第112~130页。 [9]李哲和王文翰,2021,《“多言寡行”的环境责任表现能否影响银行信贷获取——基于“言”和“行”双维度的文本分析》,《金融研究》第12期,第116~132页。 [10]梁琪、李温玉和余峰燕,2023,《“遵从监管”抑或“主动履责”:双重治理视角下银行绿色治理指数及其对银行绩效的影响研究》,《金融研究》第6期,第38~56页。 [11]梁琪、李温玉和余峰燕,2025,《商业银行绿色治理信贷溢价效应研究》,《经济研究》第2期,第192~208页。 [12]刘锡良和文书洋,2019,《中国的金融机构应当承担环境责任吗?——基本事实、理论模型与实证检验》,《经济研究》第3期,第38~54页。 [13]沈弋、钱明、吕明晗和朱佳立,2023,《中小股东监督与“漂绿”治理——基于词向量模型的文本分析》,《中国人口·资源与环境》第8期,第116~129页。 [14]申志轩、祝树金、文茜和汤超,2025,《以有为政府赋能有效市场:政府数字治理与企业投资效率》,《世界经济》第2期,第166~195页。 [15]斯丽娟和曹昊煜,2022,《绿色信贷政策能够改善企业环境社会责任吗——基于外部约束和内部关注的视角》,《中国工业经济》第4期,第137~155页。 [16]孙玥璠、刘雪娜、张永冀和操群,2021,《领导干部自然资源资产离任审计与企业环境责任履行》,《审计研究》第5期,第42~53页。 [17]王辉、林伟芬和谢锐,2022,《高管环保背景与绿色投资者进入》,《数量经济技术经济研究》第12期,第173~194页。 [18]王嘉鑫、刘雪娜、于鑫雨和周泽将,2024,《银企ESG一致性与贷后企业策略性ESG行为》,《财经研究》第4期,第109~123页。 [19]王凯、王辰烨和周亚拿,2023,《女性董事对城市商业银行绿色贷款的影响》,《首都经济贸易大学学报》第2期,第81~96页。 [20]许年行和李哲,2016,《高管贫困经历与企业慈善捐赠》,《经济研究》第12期,第133~146页。 [21]张晨和董晓君,2018,《绿色信贷对银行绩效的动态影响——兼论互联网金融的调节效应》,《金融经济学研究》第6期,第56~66页。 [22]张岳和周应恒,2021,《绿色金融“漂绿”现象的成因与防范:来自日本的经验启示》,《现代日本经济》第5期,第79~94页。 [23]祝树金和陈贺,2024,《环保“费改税”如何影响信贷融资:企业“绿色”应对的解释》,《世界经济》第1期,第180~210页。 [24]Buallay, A., 2019, “Is Sustainability Reporting (ESG) Associated with Performance? Evidence From the European Banking Sector”, Management of Environmental Quality: An International Journal, 30(1), pp. 98~115. [25]Chava, S. and M. R. Roberts, 2008, “How Does Financing Impact Investment? The Role of Debt Covenants”, The Journal of Finance, 63(5), pp. 2085~2121. [26]Dai, J., G. Ormazabal, F. Penalva and R. A. Raney, 2025, “Mandatory Investor Disclosure, Sustainability Commitments, and Portfolio Decarbonization”,Available at SSRN: https://ssrn.com/abstract=4564890. [27]Dai, R., H. Liang and L. Ng, 2021, “Socially Responsible Corporate Customers”, Journal of Financial Economics, 142(2), pp. 598~626. [28]Eshet, A., 2017, “Sustainable Finance the Environmental Impact of the ‘Equator Principles’ and the Credit Industry”, International Journal of Innovation and Sustainable Development, 11, pp. 106~129. [29]Houston, J. F. and H. Shan, 2022, “Corporate ESG Profiles and Banking Relationships”, The Review of Financial Studies, 35(7), pp. 3373~3417. [30]Lyon, T. P. and J. W. Maxwell, 2011. “Greenwash: Corporate Environmental Disclosure under Threat of Audit”,Journal of Economics & Management Strategy, 20(1),pp. 3~41. [31]Nini, G., D. C. Smith and A. Sufi, 2012, “Creditor Control Rights, Corporate Governance, and Firm Value”, The Review of Financial Studies, 25(6), pp.1713~1761. [32]Rajan, R. G., 1992, “Insiders and Outsiders: The Choice between Informed and Arm’s-Length Debt”, The Journal of Finance, 46(4), pp. 1367~1400. [33]Richardson, S., 2006, “Over-Investment of Free Cash Flow”, Review of Accounting Studies, 11(2-3), pp.159~189. [34]Schreiner, L. and A. Beyer, 2025. “Impacts of ESG Banking Regulation on Financing New Sustainable Technologies”, The 46th IAEE International Conference.URL: https://iaee2025paris.org/fullpaper/126/126_fullpaper_20241229_082432.pdf. [35]Schwert, M., 2018, “Bank Capital and Lending Relationships”, The Journal of Finance, 73(2), pp. 787~830. [36]Walker, K. and F. Wan, 2012, “The Harm of Symbolic Actions and Green-Washing: Corporate Actions and Communications on Environmental Performance and Their Financial Implications”, Journal of Business Ethics, 109(2), pp. 227~242. [37]Wang, L. L., 2023, “Transmission Effects of ESG Disclosure Regulations Through Bank Lending Networks”, Journal of Accounting Research, 61(3), pp. 935~978. [38]Zhou, X. Y. B. Caldecott, A. G. F. Hoepner and Y. Wang, 2022, “Bank Green Lending and Credit Risk: An Empirical Analysis of China's Green Credit Policy”, Business Strategy and the Environment, 31(4), pp.1623~1640.