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The impact of air pollution on the cost of debt financing: Evidence from the bond market

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  • Jianhua Tan
  • Kam C. Chan
  • Yining Chen

Abstract

This study investigates whether bond markets reflect firms' exposure to air pollution through an increased cost of debt financing; and, if so, whether firms can mitigate this air pollution penalty via effective governance and active monitoring. Using 1067 bonds issued by Chinese firms, we document a positive association between air pollution and the cost of debt financing, and this association is robust and economically meaningful. Specifically, with a one standard deviation increase in air pollution severity, a firm's bond yield spread increases approximately 16% relative to an average bond. Additional analysis suggests that credit risk and financial uncertainty are the transmission channels. Our results also confirm that strengthened corporate governance, active board and external monitoring, and a stabilized economic environment further enhance the impact of air pollution on a firm's cost of debt. Overall, air pollution has a material change in a firm's business strategy in using debt.

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  • Jianhua Tan & Kam C. Chan & Yining Chen, 2022. "The impact of air pollution on the cost of debt financing: Evidence from the bond market," Business Strategy and the Environment, Wiley Blackwell, vol. 31(1), pages 464-482, January.
  • Handle: RePEc:bla:bstrat:v:31:y:2022:i:1:p:464-482
    DOI: 10.1002/bse.2904
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    1. Jan Bebbington & Carlos Larrinaga-Gonzalez, 2008. "Carbon Trading: Accounting and Reporting Issues," European Accounting Review, Taylor & Francis Journals, vol. 17(4), pages 697-717.
    2. Suborna Barua & Micol Chiesa, 2019. "Sustainable financing practices through green bonds: What affects the funding size?," Business Strategy and the Environment, Wiley Blackwell, vol. 28(6), pages 1131-1147, September.
    3. Wayne B. Gray, 2015. "Environmental regulations and business decisions," IZA World of Labor, Institute of Labor Economics (IZA), pages 187-187, September.
    4. 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.
    5. Huayun Zhai & Danlan Liu & Kam C. Chan, 2019. "The Impact of Environmental Regulation on Firm Export: Evidence from China’s Ecological Protection Red Line Policy?," Sustainability, MDPI, vol. 11(19), pages 1-13, October.
    6. Tan, Jianhua & Tan, Zhidong & Chan, Kam C., 2021. "Does air pollution affect a firm's cash holdings?," Pacific-Basin Finance Journal, Elsevier, vol. 67(C).
    7. Juhyun Jung & Kathleen Herbohn & Peter Clarkson, 2018. "Carbon Risk, Carbon Risk Awareness and the Cost of Debt Financing," Journal of Business Ethics, Springer, vol. 150(4), pages 1151-1171, July.
    8. Ashbaugh-Skaife, Hollis & Collins, Daniel W. & LaFond, Ryan, 2006. "The effects of corporate governance on firms' credit ratings," Journal of Accounting and Economics, Elsevier, vol. 42(1-2), pages 203-243, October.
    9. Jingxia Chai & Yu Hao & Haitao Wu & Yuemiao Yang, 2021. "Do constraints created by economic growth targets benefit sustainable development? Evidence from China," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 4188-4205, December.
    10. Huiming Zhu & Rui Huang & Ningli Wang & Liya Hau, 2020. "Does economic policy uncertainty matter for commodity market in China? Evidence from quantile regression," Applied Economics, Taylor & Francis Journals, vol. 52(21), pages 2292-2308, May.
    11. Armstrong, Christopher S. & Guay, Wayne R. & Weber, Joseph P., 2010. "The role of information and financial reporting in corporate governance and debt contracting," Journal of Accounting and Economics, Elsevier, vol. 50(2-3), pages 179-234, December.
    12. Olaf Weber, 2012. "Environmental Credit Risk Management in Banks and Financial Service Institutions," Business Strategy and the Environment, Wiley Blackwell, vol. 21(4), pages 248-263, May.
    13. Serena Fatica & Roberto Panzica, 2021. "Green bonds as a tool against climate change?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(5), pages 2688-2701, July.
    14. Baohua Liu & Junfeng Wu & Kam C. Chan, 2021. "Does air pollution change a firm's business strategy for employing capital and labor?," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 3671-3685, December.
    15. Kevin Aretz & Söhnke M. Bartram, 2010. "Corporate Hedging And Shareholder Value," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 33(4), pages 317-371, December.
    16. Pauline Deschryver & Frederic de Mariz, 2020. "What Future for the Green Bond Market? How Can Policymakers, Companies, and Investors Unlock the Potential of the Green Bond Market?," JRFM, MDPI, vol. 13(3), pages 1-26, March.
    17. Q. Li & C.H. Peng, 2016. "The stock market effect of air pollution: evidence from China," Applied Economics, Taylor & Francis Journals, vol. 48(36), pages 3442-3461, August.
    18. Angeloantonio Russo & Massimo Mariani & Alessandra Caragnano, 2021. "Exploring the determinants of green bond issuance: Going beyond the long‐lasting debate on performance consequences," Business Strategy and the Environment, Wiley Blackwell, vol. 30(1), pages 38-59, January.
    19. Ender Demir & Oguz Ersan, 2016. "When Stock Market Investors Breathe Polluted Air," Eurasian Studies in Business and Economics, in: Mehmet Huseyin Bilgin & Hakan Danis (ed.), Entrepreneurship, Business and Economics - Vol. 2, edition 1, pages 705-720, Springer.
    20. Lucy F. Ackert & Bryan K. Church & Richard Deaves, 2003. "Emotion and financial markets," Economic Review, Federal Reserve Bank of Atlanta, vol. 88(Q2), pages 33-41.
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    2. Zhou, Bingjun & Gao, Ke & Ning, Jing & Zhang, Anqi & Dai, Jiapeng, 2024. "Does air pollution change the business strategy for investment? The strategic influence of national governance," Finance Research Letters, Elsevier, vol. 63(C).
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    6. Hu, Shuya & Wang, Shengnian, 2024. "Does air pollution affect the accrual anomaly in the Chinese capital market? From the perspective of investment adjustment strategy," Research in International Business and Finance, Elsevier, vol. 69(C).
    7. Aiqun Wang & Ming Zhang & Shuya Zhou, 2022. "Air Pollution, Environmental Violation Risk, and the Cost of Debt: Evidence from China," IJERPH, MDPI, vol. 19(6), pages 1-23, March.
    8. Xin Han & Zheng Xuelian & Jun Hou & Xianming Kuang, 2023. "The Impact of Haze Pollution on Chinese Local Government Debt," SAGE Open, , vol. 13(4), pages 21582440231, October.
    9. Tan, Jianhua & Hua, Min & Chan, Kam C., 2024. "Do anticipated government environmental audits improve firm productivity? Evidence from China," Finance Research Letters, Elsevier, vol. 61(C).
    10. Wu, Junfeng & Liu, Baohua & Chang, Samuel & Chan, Kam C., 2022. "Effects of air pollution on accounting conservatism," International Review of Financial Analysis, Elsevier, vol. 84(C).

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