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Environmental regulation and the cost of bank loans: International evidence

Author

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  • Fard, Amirhossein
  • Javadi, Siamak
  • Kim, Incheol

Abstract

Using a sample of 27 countries between 1990 and 2014, we find that banks charge higher interest rates and adjust other contractual features of their loans when lending to firms facing more stringent environmental regulations. Our evidence suggests that lenders’ concerns about the increase in environmental liabilities resulting from regulations is driving the results. Specifically, we show that firms facing such regulations have fewer participants in their loan syndicates, higher bankruptcy risk, and lower credit ratings, despite reducing their leverage. Overall, our results indicate that the observed higher loan spread is the result of environmentally sensitive lending practices by banks.

Suggested Citation

  • Fard, Amirhossein & Javadi, Siamak & Kim, Incheol, 2020. "Environmental regulation and the cost of bank loans: International evidence," Journal of Financial Stability, Elsevier, vol. 51(C).
    • Handle: RePEc:eee:finsta:v:51:y:2020:i:c:s1572308920300966
    DOI: 10.1016/j.jfs.2020.100797
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    as
    1. Kee‐Hong Bae & Vidhan K. Goyal, 2009. "Creditor Rights, Enforcement, and Bank Loans," Journal of Finance, American Finance Association, vol. 64(2), pages 823-860, April.
    2. Paul Lanoie & Michel Patry & Richard Lajeunesse, 2008. "Environmental regulation and productivity: testing the porter hypothesis," Journal of Productivity Analysis, Springer, vol. 30(2), pages 121-128, October.
    3. Graham, John R. & Li, Si & Qiu, Jiaping, 2008. "Corporate misreporting and bank loan contracting," Journal of Financial Economics, Elsevier, vol. 89(1), pages 44-61, July.
    4. Witajewski-Baltvilks, Jan & Verdolini, Elena & Tavoni, Massimo, 2015. "Bending the learning curve," Energy Economics, Elsevier, vol. 52(S1), pages 86-99.
    5. repec:hal:spmain:info:hdl:2441/jff6fcqc8e6bbhnlvps4rou6 is not listed on IDEAS
    6. Edith Ginglinger & Quentin Moreau, 2023. "Climate Risk and Capital Structure," Management Science, INFORMS, vol. 69(12), pages 7492-7516, December.
    7. Mark P. Sharfman & Chitru S. Fernando, 2008. "Environmental risk management and the cost of capital," Strategic Management Journal, Wiley Blackwell, vol. 29(6), pages 569-592, June.
    8. Raphael Calel & Antoine Dechezleprêtre, 2016. "Environmental Policy and Directed Technological Change: Evidence from the European Carbon Market," The Review of Economics and Statistics, MIT Press, vol. 98(1), pages 173-191, March.
    9. Heinkel, Robert & Kraus, Alan & Zechner, Josef, 2001. "The Effect of Green Investment on Corporate Behavior," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 36(4), pages 431-449, December.
    10. Sadok El Ghoul & Omrane Guedhami & Hakkon Kim & Kwangwoo Park, 2018. "Corporate Environmental Responsibility and the Cost of Capital: International Evidence," Journal of Business Ethics, Springer, vol. 149(2), pages 335-361, May.
    11. Datta, Sudip & Doan, Trang & Iskandar-Datta, Mai, 2019. "Policy uncertainty and the maturity structure of corporate debt," Journal of Financial Stability, Elsevier, vol. 44(C).
    12. Azizjon Alimov, 2015. "Labor Protection Laws and Bank Loan Contracting," Journal of Law and Economics, University of Chicago Press, vol. 58(1), pages 37-74.
    13. Verdolini, Elena & Vona, Francesco & Popp, David, 2018. "Bridging the gap: Do fast-reacting fossil technologies facilitate renewable energy diffusion?," Energy Policy, Elsevier, vol. 116(C), pages 242-256.
    14. Dal Maso, Lorenzo & Kanagaretnam, Kiridaran & Lobo, Gerald J. & Mazzi, Francesco, 2020. "Is accounting enforcement related to risk-taking in the banking industry?," Journal of Financial Stability, Elsevier, vol. 49(C).
    15. Allen, Franklin & Carletti, Elena & Qianc, Jun “QJ†& Valenzuela, Patricio, 2013. "Financial Intermediation, Markets, and Alternative Financial Sectors," Handbook of the Economics of Finance, in: G.M. Constantinides & M. Harris & R. M. Stulz (ed.), Handbook of the Economics of Finance, volume 2, chapter 0, pages 759-798, Elsevier.
    16. Douglas W. Diamond & Raghuram G. Rajan, 2000. "A Theory of Bank Capital," Journal of Finance, American Finance Association, vol. 55(6), pages 2431-2465, December.
    17. Edward Nelling & Elizabeth Webb, 2009. "Corporate social responsibility and financial performance: the “virtuous circle” revisited," Review of Quantitative Finance and Accounting, Springer, vol. 32(2), pages 197-209, February.
    18. Levine, Ross, 2002. "Bank-Based or Market-Based Financial Systems: Which Is Better?," Journal of Financial Intermediation, Elsevier, vol. 11(4), pages 398-428, October.
    19. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    20. Merton, Robert C, 1974. "On the Pricing of Corporate Debt: The Risk Structure of Interest Rates," Journal of Finance, American Finance Association, vol. 29(2), pages 449-470, May.
    21. 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.
    22. Criscuolo, Chiara & Menon, Carlo, 2015. "Environmental policies and risk finance in the green sector: Cross-country evidence," Energy Policy, Elsevier, vol. 83(C), pages 38-56.
    23. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    24. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    25. 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.
    26. Jean Tirole, 2006. "The Theory of Corporate Finance," Post-Print hal-00173191, HAL.
    27. Barth, Me & Mcnichols, Mf, 1994. "Estimation And Market Valuation Of Environmental Liabilities Relating To Superfund Sites," Journal of Accounting Research, Wiley Blackwell, vol. 32, pages 177-209.
    28. Jun Qian & Philip E. Strahan, 2007. "How Laws and Institutions Shape Financial Contracts: The Case of Bank Loans," Journal of Finance, American Finance Association, vol. 62(6), pages 2803-2834, December.
    29. Merton, Robert C, 1987. "A Simple Model of Capital Market Equilibrium with Incomplete Information," Journal of Finance, American Finance Association, vol. 42(3), pages 483-510, July.
    30. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-b, March.
    31. Sudheer Chava & Praveen Kumar & Arthur Warga, 2010. "Managerial Agency and Bond Covenants," The Review of Financial Studies, Society for Financial Studies, vol. 23(3), pages 1120-1148, March.
    32. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2008. "Socially responsible investments: Institutional aspects, performance, and investor behavior," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1723-1742, September.
    33. G.M. Constantinides & M. Harris & R. M. Stulz (ed.), 2013. "Handbook of the Economics of Finance," Handbook of the Economics of Finance, Elsevier, volume 2, number 2-a, March.
    34. Mourouzidou-Damtsa, Stella & Milidonis, Andreas & Stathopoulos, Konstantinos, 2019. "National culture and bank risk-taking," Journal of Financial Stability, Elsevier, vol. 40(C), pages 132-143.
    35. Kempf, Alexander & Osthoff, Peer, 2007. "The effect of socially responsible investing on portfolio performance," CFR Working Papers 06-10, University of Cologne, Centre for Financial Research (CFR).
    36. El Ghoul, Sadok & Guedhami, Omrane & Kwok, Chuck C.Y. & Mishra, Dev R., 2011. "Does corporate social responsibility affect the cost of capital?," Journal of Banking & Finance, Elsevier, vol. 35(9), pages 2388-2406, September.
    37. Unsal, Omer & Hassan, M. Kabir & Zirek, Duygu, 2016. "Corporate lobbying, CEO political ideology and firm performance," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 126-149.
    38. Wang, Yun & Sun, Xiaohua & Guo, Xu, 2019. "Environmental regulation and green productivity growth: Empirical evidence on the Porter Hypothesis from OECD industrial sectors," Energy Policy, Elsevier, vol. 132(C), pages 611-619.
    39. Chansog (Francis) Kim & Incheol Kim & Christos Pantzalis & Jung Chul Park, 2019. "Policy Uncertainty and the Dual Role of Corporate Political Strategies," Financial Management, Financial Management Association International, vol. 48(2), pages 473-504, June.
    40. Stephen Brammer & Chris Brooks & Stephen Pavelin, 2006. "Corporate Social Performance and Stock Returns: UK Evidence from Disaggregate Measures," Financial Management, Financial Management Association International, vol. 35(3), pages 97-116, September.
    41. Matthew D. Hill & G. Wayne Kelly & G. Brandon Lockhart & Robert A. Ness, 2013. "Determinants and Effects of Corporate Lobbying," Financial Management, Financial Management Association International, vol. 42(4), pages 931-957, December.
    42. Jiao, Yawen, 2010. "Stakeholder welfare and firm value," Journal of Banking & Finance, Elsevier, vol. 34(10), pages 2549-2561, October.
    43. Goss, Allen & Roberts, Gordon S., 2011. "The impact of corporate social responsibility on the cost of bank loans," Journal of Banking & Finance, Elsevier, vol. 35(7), pages 1794-1810, July.
    44. Dennis, Steven & Nandy, Debarshi & Sharpe, Lan G., 2000. "The Determinants of Contract Terms in Bank Revolving Credit Agreements," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 35(1), pages 87-110, March.
    45. Daniel Kaufmann & Aart Kraay & Massimo Mastruzzi, 2010. "Response to ‘What do the Worldwide Governance Indicators Measure?’," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 22(1), pages 55-58, February.
    46. Peter M. Clarkson & Michael B. Overell & Larelle Chapple, 2011. "Environmental Reporting and its Relation to Corporate Environmental Performance," Abacus, Accounting Foundation, University of Sydney, vol. 47(1), pages 27-60, March.
    47. Fabrizi, Andrea & Guarini, Giulio & Meliciani, Valentina, 2018. "Green patents, regulatory policies and research network policies," Research Policy, Elsevier, vol. 47(6), pages 1018-1031.
    48. Thomas E. Schneider, 2011. "Is Environmental Performance a Determinant of Bond Pricing? Evidence from the U.S. Pulp and Paper and Chemical Industries," Contemporary Accounting Research, John Wiley & Sons, vol. 28(5), pages 1537-1561, December.
    49. Alexander Kempf & Peer Osthoff, 2007. "The Effect of Socially Responsible Investing on Portfolio Performance," European Financial Management, European Financial Management Association, vol. 13(5), pages 908-922, November.
    50. 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.
    51. Houston, Joel & James, Christopher, 1996. "Bank Information Monopolies and the Mix of Private and Public Debt Claims," Journal of Finance, American Finance Association, vol. 51(5), pages 1863-1889, December.
    52. Liu, Jinyu & Zhong, Rui, 2017. "Political uncertainty and a firm's credit risk: Evidence from the international CDS market," Journal of Financial Stability, Elsevier, vol. 30(C), pages 53-66.
    53. Yermack, David, 2006. "Flights of fancy: Corporate jets, CEO perquisites, and inferior shareholder returns," Journal of Financial Economics, Elsevier, vol. 80(1), pages 211-242, April.
    54. Flannery, Mark J, 1994. "Debt Maturity and the Deadweight Cost of Leverage: Optimally Financing Banking Firms," American Economic Review, American Economic Association, vol. 84(1), pages 320-331, March.
    55. Smith, Clifford Jr. & Warner, Jerold B., 1979. "On financial contracting : An analysis of bond covenants," Journal of Financial Economics, Elsevier, vol. 7(2), pages 117-161, June.
    56. Steven N. Kaplan & Luigi Zingales, 1997. "Do Investment-Cash Flow Sensitivities Provide Useful Measures of Financing Constraints?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(1), pages 169-215.
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    More about this item

    Keywords

    Environmental regulations; Business risk; Bank loan contracting;
    All these keywords.

    JEL classification:

    • G21 - Financial Economics - - Financial Institutions and Services - - - Banks; Other Depository Institutions; Micro Finance Institutions; Mortgages
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • Q51 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Valuation of Environmental Effects

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