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Bank loans and firm environmental information disclosure: Evidence from China's heavy polluters

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  • Long Wu
  • Lei Xu

Abstract

We examine the impact of environmental information disclosure (EID) on heavy polluters' access to bank loans. Through a proprietary dataset of listed heavy polluters in China between 2011 and 2018, we find that the quality of EID positively contributes to their access to bank loans. Furthermore, banks rely more on EID in lending practice to heavy polluters in less‐developed regions, with poor internal control, or with state ownership. Our findings support the effectiveness of EID in China's loan market and may have policy implications for the green management of heavy polluters in emerging markets.

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  • Long Wu & Lei Xu, 2022. "Bank loans and firm environmental information disclosure: Evidence from China's heavy polluters," Australian Economic Papers, Wiley Blackwell, vol. 61(1), pages 42-71, March.
  • Handle: RePEc:bla:ausecp:v:61:y:2022:i:1:p:42-71
    DOI: 10.1111/1467-8454.12236
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    1. Shidi Dong & Lei Xu, 2016. "The impact of explicit CSR regulation: evidence from China’s mining firms," Journal of Applied Accounting Research, Emerald Group Publishing Limited, vol. 17(2), pages 237-258, May.
    2. Michael C. Jensen, 2010. "The Modern Industrial Revolution, Exit, and the Failure of Internal Control Systems," Journal of Applied Corporate Finance, Morgan Stanley, vol. 22(1), pages 43-58, January.
    3. Allen, Franklin & Qian, Jun & Qian, Meijun, 2005. "Law, finance, and economic growth in China," Journal of Financial Economics, Elsevier, vol. 77(1), pages 57-116, July.
    4. Shleifer, Andrei & Vishny, Robert W, 1997. "A Survey of Corporate Governance," Journal of Finance, American Finance Association, vol. 52(2), pages 737-783, June.
    5. Aerts, Walter & Cormier, Denis, 2009. "Media legitimacy and corporate environmental communication," Accounting, Organizations and Society, Elsevier, vol. 34(1), pages 1-27, January.
    6. Long Wu & Lei Xu, 2020. "Venture capital certification of small and medium‐sized enterprises towards banks: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 60(2), pages 1601-1633, June.
    7. Berger, Allen N. & Udell, Gregory F., 2006. "A more complete conceptual framework for SME finance," Journal of Banking & Finance, Elsevier, vol. 30(11), pages 2945-2966, November.
    8. Sebouh Aintablian & Patricia A. Mcgraw & Gordon S. Roberts, 2007. "Bank Monitoring and Environmental Risk," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(1‐2), pages 389-401, January.
    9. Sebouh Aintablian & Patricia A. Mcgraw & Gordon S. Roberts, 2007. "Bank Monitoring and Environmental Risk," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 34(1-2), pages 389-401.
    10. Fungáčová, Zuzana & Shamshur, Anastasiya & Weill, Laurent, 2017. "Does bank competition reduce cost of credit? Cross-country evidence from Europe," Journal of Banking & Finance, Elsevier, vol. 83(C), pages 104-120.
    11. Ashraf, Badar Nadeem, 2018. "Do trade and financial openness matter for financial development? Bank-level evidence from emerging market economies," Research in International Business and Finance, Elsevier, vol. 44(C), pages 434-458.
    12. X. Xu & S. Zeng & C. Tam, 2012. "Stock Market’s Reaction to Disclosure of Environmental Violations: Evidence from China," Journal of Business Ethics, Springer, vol. 107(2), pages 227-237, May.
    13. Farid Ullah & Ping Jiang & Yasir Shahab & Hai-Xia Li & Lei Xu, 2020. "Block ownership and CEO compensation: does board gender diversity matter?," Applied Economics, Taylor & Francis Journals, vol. 52(6), pages 583-597, February.
    14. Cormier, Denis & Magnan, Michel, 2003. "Environmental reporting management: a continental European perspective," Journal of Accounting and Public Policy, Elsevier, vol. 22(1), pages 43-62.
    15. La Rosa, Fabio & Liberatore, Giovanni & Mazzi, Francesco & Terzani, Simone, 2018. "The impact of corporate social performance on the cost of debt and access to debt financing for listed European non-financial firms," European Management Journal, Elsevier, vol. 36(4), pages 519-529.
    16. Giovanni Dell'Ariccia & Luc Laeven & Gustavo A. Suarez, 2017. "Bank Leverage and Monetary Policy's Risk-Taking Channel: Evidence from the United States," Journal of Finance, American Finance Association, vol. 72(2), pages 613-654, April.
    17. Jan Brinckmann & Soeren Salomo & Hans Georg Gemuenden, 2011. "Financial Management Competence of Founding Teams and Growth of New Technology–Based Firms," Entrepreneurship Theory and Practice, , vol. 35(2), pages 217-243, March.
    18. Christine A. Botosan & Marlene A. Plumlee, 2002. "A Re‐examination of Disclosure Level and the Expected Cost of Equity Capital," Journal of Accounting Research, Wiley Blackwell, vol. 40(1), pages 21-40, March.
    19. Al-Tuwaijri, Sulaiman A. & Christensen, Theodore E. & Hughes, K. II, 2004. "The relations among environmental disclosure, environmental performance, and economic performance: a simultaneous equations approach," Accounting, Organizations and Society, Elsevier, vol. 29(5-6), pages 447-471.
    20. Gang Wei, 2007. "Ownership Structure, Corporate Governance and Company Performance in China," Asia Pacific Business Review, Taylor & Francis Journals, vol. 13(4), pages 519-545, October.
    21. Larcker, David F. & Rusticus, Tjomme O., 2010. "On the use of instrumental variables in accounting research," Journal of Accounting and Economics, Elsevier, vol. 49(3), pages 186-205, April.
    22. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    23. Guangming Gong & Si Xu & Xun Gong, 2018. "On the Value of Corporate Social Responsibility Disclosure: An Empirical Investigation of Corporate Bond Issues in China," Journal of Business Ethics, Springer, vol. 150(1), pages 227-258, June.
    24. Thi H.H. Nguyen & Mohamed H. Elmagrhi & Collins G. Ntim & Yue Wu, 2021. "Environmental performance, sustainability, governance and financial performance: Evidence from heavily polluting industries in China," Business Strategy and the Environment, Wiley Blackwell, vol. 30(5), pages 2313-2331, July.
    25. Yuan George Shan & Lei Xu, 2012. "Bad debt provisions of financial institutions," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 8(4), pages 344-364, September.
    26. United Nations UN, 2015. "Transforming our World: the 2030 Agenda for Sustainable Development," Working Papers id:7559, eSocialSciences.
    27. Jennifer Qinghua Wang, 2012. "Financing the Mining Industry in China," Chinese Economy, Taylor & Francis Journals, vol. 45(3), pages 76-87, May.
    28. Lei Xu & Shih-Cheng Lee & Yishu Fu, 2015. "Impacts of capital regulation and market discipline on capital ratio selection: evidence from China," International Journal of Managerial Finance, Emerald Group Publishing Limited, vol. 11(3), pages 270-284, June.
    29. Xu, Lei & Lin, Chien-Ting, 2007. "Can Chinese banks compete after accession to WTO?," Journal of Asian Economics, Elsevier, vol. 18(6), pages 883-903, December.
    30. Fonseka, Mohan & Rajapakse, Theja & Richardson, Grant, 2019. "The effect of environmental information disclosure and energy product type on the cost of debt: Evidence from energy firms in China," Pacific-Basin Finance Journal, Elsevier, vol. 54(C), pages 159-182.
    31. Fama, Eugene F & Jensen, Michael C, 1983. "Separation of Ownership and Control," Journal of Law and Economics, University of Chicago Press, vol. 26(2), pages 301-325, June.
    32. Karel Lannoo, 1999. "A European Perspective on Corporate Governance," Journal of Common Market Studies, Wiley Blackwell, vol. 37(2), pages 269-294, June.
    33. Pablo Archel & Javier Husillos & Carlos Larrinaga & Crawford Spence, 2009. "Social disclosure, legitimacy theory and the role of the state," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 22(8), pages 1284-1307, October.
    34. Collins G. Ntim & Teerooven Soobaroyen & Martin J. Broad, 2017. "Governance structures, voluntary disclosures and public accountability," Accounting, Auditing & Accountability Journal, Emerald Group Publishing Limited, vol. 30(1), pages 65-118, January.
    35. Bert Scholtens, 2006. "Finance as a Driver of Corporate Social Responsibility," Journal of Business Ethics, Springer, vol. 68(1), pages 19-33, September.
    36. 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.
    37. Yu He & Lei Xu & Ron P. McIver, 2019. "How does political connection affect firm financial distress and resolution in China?," Applied Economics, Taylor & Francis Journals, vol. 51(26), pages 2770-2792, June.
    38. Liu, Li & Liu, Qigui & Tian, Gary & Wang, Peipei, 2018. "Government connections and the persistence of profitability: Evidence from Chinese listed firms," Emerging Markets Review, Elsevier, vol. 36(C), pages 110-129.
    39. Yishu Fu & Shih-Cheng Lee & Lei Xu & Ralf Zurbruegg, 2015. "The Effectiveness of Capital Regulation on Bank Behavior in China," International Review of Finance, International Review of Finance Ltd., vol. 15(3), pages 321-345, September.
    40. Pan, Ailing & Xu, Lei & Li, Bin & Ling, Runze, 2020. "The impact of supply chain finance on firm cash holdings: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 63(C).
    41. X. D. Xu & S. X. Zeng & H. L. Zou & Jonathan J. Shi, 2016. "The Impact of Corporate Environmental Violation on Shareholders' Wealth: a Perspective Taken from Media Coverage," Business Strategy and the Environment, Wiley Blackwell, vol. 25(2), pages 73-91, February.
    42. Li, Bin & Pan, Ailing & Xu, Lei & Liu, Xin & Qin, Shuqian, 2020. "Imprinting and peer effects in acquiring state ownership: Evidence from private firms in China," Pacific-Basin Finance Journal, Elsevier, vol. 61(C).
    43. Jenny Guan & Carlos Noronha, 2013. "Corporate social responsibility reporting research in the Chinese academia: a critical review," Social Responsibility Journal, Emerald Group Publishing Limited, vol. 9(1), pages 33-55, March.
    44. Clarkson, Peter M. & Li, Yue & Richardson, Gordon D. & Vasvari, Florin P., 2008. "Revisiting the relation between environmental performance and environmental disclosure: An empirical analysis," Accounting, Organizations and Society, Elsevier, vol. 33(4-5), pages 303-327.
    45. So Sohn & Yoon Kim, 2013. "Behavioral credit scoring model for technology-based firms that considers uncertain financial ratios obtained from relationship banking," Small Business Economics, Springer, vol. 41(4), pages 931-943, December.
    46. Ashraf, Badar Nadeem & Shen, Yinjie, 2019. "Economic policy uncertainty and banks’ loan pricing," Journal of Financial Stability, Elsevier, vol. 44(C).
    47. Long Wu & Lei Xu, 2018. "Grandstanding and New Stock Speculation: Evidence from Private Venture Capitals in China," Australian Economic Papers, Wiley Blackwell, vol. 57(3), pages 363-375, September.
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