IDEAS home Printed from https://ideas.repec.org/a/gam/jijerp/v19y2022i6p3584-d773681.html
   My bibliography  Save this article

Air Pollution, Environmental Violation Risk, and the Cost of Debt: Evidence from China

Author

Listed:
  • Aiqun Wang

    (School of Business and Management, Jilin University, Changchun 130012, China)

  • Ming Zhang

    (School of Business and Management, Jilin University, Changchun 130012, China)

  • Shuya Zhou

    (School of Business and Management, Jilin University, Changchun 130012, China)

Abstract

Although a firm’s exposure to air pollution-related risk has become an important factor that creditors cannot ignore in the procedure of lending decision making with the aggravation of air pollution, empirical evidence on whether and how air pollution affects the cost of debt has been relatively scarce. Employing a series of Chinese listed firms from the main board of the Shanghai and Shenzhen Stock Exchanges covering 2014 to 2018, our research responds to this research gap by exploring how air pollution-induced environmental violation risk affects the cost of debt by constructing an assessment system of firms’ environmental violation risk. The results shed light on an issue that firms exposed to higher concentrations of air pollution may suffer a higher environmental violation risk, resulting in a higher debt cost. In addition, a further analysis shows that environmental regulatory pressure and heavily polluting firms enhance the influence of air pollution on the cost of debt, while state-owned firms and firms’ economic contributions weaken the influence of air pollution on the cost of debt. Our research is conducive to highlighting not only the importance of environmental governance for mitigating the cost of debt to the firms exposed to air pollution, but also its importance to creditors exposed to their clients’ environmental violation risk and default risk.

Suggested Citation

  • 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.
  • Handle: RePEc:gam:jijerp:v:19:y:2022:i:6:p:3584-:d:773681
    as

    Download full text from publisher

    File URL: https://www.mdpi.com/1660-4601/19/6/3584/pdf
    Download Restriction: no

    File URL: https://www.mdpi.com/1660-4601/19/6/3584/
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Jiekun Huang & Nianhang Xu & Honghai Yu, 2020. "Pollution and Performance: Do Investors Make Worse Trades on Hazy Days?," Management Science, INFORMS, vol. 66(10), pages 4455-4476, October.
    2. Mojon, Benoit & Smets, Frank & Vermeulen, Philip, 2002. "Investment and monetary policy in the euro area," Journal of Banking & Finance, Elsevier, vol. 26(11), pages 2111-2129, November.
    3. Bliss, Mark A. & Gul, Ferdinand A., 2012. "Political connection and cost of debt: Some Malaysian evidence," Journal of Banking & Finance, Elsevier, vol. 36(5), pages 1520-1527.
    4. Shameek Konar & Mark A. Cohen, 2001. "Does The Market Value Environmental Performance?," The Review of Economics and Statistics, MIT Press, vol. 83(2), pages 281-289, May.
    5. Jean-Bernard Chatelain & Andrea Generale & Ignacio Hernando & Ulf von Kalckreuth & Philip Vermeulen, 2001. "Firm Investment and Monetary Policy Transmission in the Euro Area," Working Papers 0119, Banco de España.
    6. Cheng Hsiao, 2007. "Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 1-22, May.
    7. Adhikari, Ajay & Derashid, Chek & Zhang, Hao, 2006. "Public policy, political connections, and effective tax rates: Longitudinal evidence from Malaysia," Journal of Accounting and Public Policy, Elsevier, vol. 25(5), pages 574-595.
    8. Jensen, Michael C, 1986. "Agency Costs of Free Cash Flow, Corporate Finance, and Takeovers," American Economic Review, American Economic Association, vol. 76(2), pages 323-329, May.
    9. 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.
    10. Levy, Tamir & Yagil, Joseph, 2011. "Air pollution and stock returns in the US," Journal of Economic Psychology, Elsevier, vol. 32(3), pages 374-383, June.
    11. Shailer, Greg & Wang, Kun, 2015. "Government ownership and the cost of debt for Chinese listed corporations," Emerging Markets Review, Elsevier, vol. 22(C), pages 1-17.
    12. Jappelli, Tullio & Pagano, Marco & Bianco, Magda, 2005. "Courts and Banks: Effects of Judicial Enforcement on Credit Markets," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 37(2), pages 223-244, April.
    13. Wu, Qinqin & Hao, Ying & Lu, Jing, 2018. "Air pollution, stock returns, and trading activities in China," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 342-365.
    14. 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.
    15. Diabat, Ali & Govindan, Kannan, 2011. "An analysis of the drivers affecting the implementation of green supply chain management," Resources, Conservation & Recycling, Elsevier, vol. 55(6), pages 659-667.
    16. 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.
    17. Li, Shuangyan & Fu, Huan & Wen, Jun & Chang, Chun-Ping, 2020. "Separation of ownership and control for Chinese listed firms: Effect on the cost of debt and the moderating role of bank competition," Journal of Asian Economics, Elsevier, vol. 67(C).
    18. Zhifang Zhou & Tao Zhang & Kang Wen & Huixiang Zeng & Xiaohong Chen, 2018. "Carbon risk, cost of debt financing and the moderation effect of media attention: Evidence from Chinese companies operating in high‐carbon industries," Business Strategy and the Environment, Wiley Blackwell, vol. 27(8), pages 1131-1144, December.
    19. Duchin, Ran & Sosyura, Denis, 2012. "The politics of government investment," Journal of Financial Economics, Elsevier, vol. 106(1), pages 24-48.
    20. Kay H. Hofmann & Gregory Theyel & Craig H. Wood, 2012. "Identifying Firm Capabilities as Drivers of Environmental Management and Sustainability Practices – Evidence from Small and Medium‐Sized Manufacturers," Business Strategy and the Environment, Wiley Blackwell, vol. 21(8), pages 530-545, December.
    21. Oliver Hart & John Moore, 1994. "A Theory of Debt Based on the Inalienability of Human Capital," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(4), pages 841-879.
    22. Laeven, Luc & Majnoni, Giovanni, 2005. "Does judicial efficiency lower the cost of credit?," Journal of Banking & Finance, Elsevier, vol. 29(7), pages 1791-1812, July.
    23. 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.
    24. Xingqiang Du & Jianying Weng & Quan Zeng & Yingying Chang & Hongmei Pei, 2017. "Do Lenders Applaud Corporate Environmental Performance? Evidence from Chinese Private-Owned Firms," Journal of Business Ethics, Springer, vol. 143(1), pages 179-207, June.
    25. Pittman, Jeffrey A. & Fortin, Steve, 2004. "Auditor choice and the cost of debt capital for newly public firms," Journal of Accounting and Economics, Elsevier, vol. 37(1), pages 113-136, February.
    26. 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.
    27. Yana Jin & Henrik Andersson & Shiqiu Zhang, 2016. "Air Pollution Control Policies in China: A Retrospective and Prospects," IJERPH, MDPI, vol. 13(12), pages 1-22, December.
    28. H. L. Zou & R. C. Zeng & S. X. Zeng & Jonathan J. Shi, 2015. "How Do Environmental Violation Events Harm Corporate Reputation?," Business Strategy and the Environment, Wiley Blackwell, vol. 24(8), pages 836-854, December.
    29. Tian, Lihui & Estrin, Saul, 2008. "Retained state shareholding in Chinese PLCs: Does government ownership always reduce corporate value?," Journal of Comparative Economics, Elsevier, vol. 36(1), pages 74-89, March.
    30. McGuire, William, 2014. "The effect of ISO 14001 on environmental regulatory compliance in China," Ecological Economics, Elsevier, vol. 105(C), pages 254-264.
    31. Dong, Rui & Fisman, Raymond & Wang, Yongxiang & Xu, Nianhang, 2021. "Air pollution, affect, and forecasting bias: Evidence from Chinese financial analysts," Journal of Financial Economics, Elsevier, vol. 139(3), pages 971-984.
    32. Boubakri, Narjess & Guedhami, Omrane & Mishra, Dev & Saffar, Walid, 2012. "Political connections and the cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 18(3), pages 541-559.
    33. MARA FACCIO & RONALD W. MASULIS & JOHN J. McCONNELL, 2006. "Political Connections and Corporate Bailouts," Journal of Finance, American Finance Association, vol. 61(6), pages 2597-2635, December.
    34. Wang, Hua & Wheeler, David, 2003. "Equilibrium pollution and economic development in China," Environment and Development Economics, Cambridge University Press, vol. 8(3), pages 451-466, July.
    35. Myers, Stewart C., 1977. "Determinants of corporate borrowing," Journal of Financial Economics, Elsevier, vol. 5(2), pages 147-175, November.
    36. Guo, Mengmeng & Kuai, Yicheng & Liu, Xiaoyan, 2020. "Stock market response to environmental policies: Evidence from heavily polluting firms in China," Economic Modelling, Elsevier, vol. 86(C), pages 306-316.
    37. Lepori, Gabriele M., 2016. "Air pollution and stock returns: Evidence from a natural experiment," Journal of Empirical Finance, Elsevier, vol. 35(C), pages 25-42.
    38. Liu, Zheng & Shen, Hongtao & Welker, Michael & Zhang, Ning & Zhao, Yang, 2021. "Gone with the wind: An externality of earnings pressure," Journal of Accounting and Economics, Elsevier, vol. 72(1).
    39. Elkhan Richard Sadik-Zada & Mattia Ferrari, 2020. "Environmental Policy Stringency, Technical Progress and Pollution Haven Hypothesis," Sustainability, MDPI, vol. 12(9), pages 1-20, May.
    40. 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.
    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. Cheng Hsiao, 2007. "Rejoinder on: Panel data analysis—advantages and challenges," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 16(1), pages 56-57, May.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Chui, Andy C.W. & Kwok, Chuck C.Y. & (Stephen) Zhou, Gaoguang, 2016. "National culture and the cost of debt," Journal of Banking & Finance, Elsevier, vol. 69(C), pages 1-19.
    2. Khaw, Karren Lee-Hwei & Zainudin, Rozaimah & Rashid, Rasidah Mohd, 2019. "Cost of debt financing: Does political connection matter?," Emerging Markets Review, Elsevier, vol. 41(C).
    3. Su, Yuandong & Lu, Xinjie & Zeng, Qing & Huang, Dengshi, 2022. "Good air quality and stock market returns," Research in International Business and Finance, Elsevier, vol. 62(C).
    4. López-Iturriaga, Félix J. & Santana Martín, Domingo Javier, 2019. "The payout policy of politically connected firms: Tunnelling or reputation?," The North American Journal of Economics and Finance, Elsevier, vol. 50(C).
    5. Omrane Guedhami & Jeffrey A. Pittman & Walid Saffar, 2014. "Auditor Choice in Politically Connected Firms," Journal of Accounting Research, Wiley Blackwell, vol. 52(1), pages 107-162, March.
    6. Tesfaye T. Lemma & Ayalew Lulseged & Mohammad Tavakolifar, 2021. "Corporate commitment to climate change action, carbon risk exposure, and a firm's debt financing policy," Business Strategy and the Environment, Wiley Blackwell, vol. 30(8), pages 3919-3936, December.
    7. I-Ju Chen & Iftekhar Hasan & Chih-Yung Lin & Tra Ngoc Vy Nguyen, 2021. "Do Banks Value Borrowers' Environmental Record? Evidence from Financial Contracts," Journal of Business Ethics, Springer, vol. 174(3), pages 687-713, December.
    8. Guo, Mengmeng & Wei, Mengxin & Huang, Lin, 2022. "Does air pollution influence investor trading behavior? Evidence from China," Emerging Markets Review, Elsevier, vol. 50(C).
    9. Deng, Lu & Jiang, Ping & Li, Sifei & Liao, Mingqing, 2020. "Government intervention and firm investment," Journal of Corporate Finance, Elsevier, vol. 63(C).
    10. Sinan Abdullah Harjan & Min Teng & Sayyed Sadaqat Hussain Shah & Jamal Hadash Mohammed, 2019. "Political Connections and Cost of Debt Financing: Empirical Evidence from China," International Journal of Economics and Financial Issues, Econjournals, vol. 9(1), pages 212-216.
    11. Su-In Kim & Yujin Kim, 2023. "Analysis of the relationship between investment inefficiency and climate risk and the moderating effects of managerial ownership," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 25(9), pages 9337-9358, September.
    12. He Xiao, 2022. "How does air pollution affect corporate information environment?," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 45(4), pages 987-1016, December.
    13. Tee, Chwee Ming, 2018. "Political connections and the cost of debt: Re-examining the evidence from Malaysia," Journal of Multinational Financial Management, Elsevier, vol. 46(C), pages 51-62.
    14. Rui Zhao & Dawei Liang & Yukun Pan & Qianqian Du, 2022. "Air Pollution and Employee Protection: The Moderating Effect of Public Attention and Environmental Regulations," Sustainability, MDPI, vol. 14(18), pages 1-18, September.
    15. Xiao, He, 2022. "Environmental regulation and firm capital structure dynamics," Economic Analysis and Policy, Elsevier, vol. 76(C), pages 770-787.
    16. Nan Hu & Xingnan Xue & Ling Liu, 2022. "The impact of air pollution on financial reporting quality: evidence from China," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 62(3), pages 3609-3644, September.
    17. Massimo Mariani & Fabio Pizzutilo & Alessandra Caragnano & Marianna Zito, 2021. "Does it pay to be environmentally responsible? Investigating the effect on the weighted average cost of capital: Environmental commitment and the cost of capital," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(6), pages 1854-1869, November.
    18. Stephen Bahadar & Muhammad Nadeem & Rashid Zaman, 2023. "Toxic chemical releases and idiosyncratic return volatility: A prospect theory perspective," Accounting and Finance, Accounting and Finance Association of Australia and New Zealand, vol. 63(2), pages 2109-2143, June.
    19. Wang, Jie & Wang, Wanwan & Yuan, Fang, 2023. "Air pollution and corporate risk-taking: Evidence from China," International Review of Economics & Finance, Elsevier, vol. 86(C), pages 570-586.
    20. Nys, Emmanuelle & Tarazi, Amine & Trinugroho, Irwan, 2015. "Political connections, bank deposits, and formal deposit insurance," Journal of Financial Stability, Elsevier, vol. 19(C), pages 83-104.

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:gam:jijerp:v:19:y:2022:i:6:p:3584-:d:773681. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: MDPI Indexing Manager (email available below). General contact details of provider: https://www.mdpi.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.