Climate risk exposure and debt concentration: Evidence from Chinese listed companies
Wuqi Song
School of Management, Xiamen University, Xiamen, China
Search for more papers by this authorWenshuai Xu
School of Accounting, Shanghai University of Finance and Economics, Shanghai, China
Search for more papers by this authorCorresponding Author
Wenzhou Qu
School of Management, Xiamen University, Xiamen, China
Correspondence
Wenzhou Qu, School of Management, Xiamen University, Siming South Road No. 422, Siming District, Xiamen, Fujian 361005, China.
Email: [email protected]
Search for more papers by this authorXu Gong
School of Management, China Institute for Studies in Energy Policy, Xiamen University, Xiamen, China
Search for more papers by this authorWuqi Song
School of Management, Xiamen University, Xiamen, China
Search for more papers by this authorWenshuai Xu
School of Accounting, Shanghai University of Finance and Economics, Shanghai, China
Search for more papers by this authorCorresponding Author
Wenzhou Qu
School of Management, Xiamen University, Xiamen, China
Correspondence
Wenzhou Qu, School of Management, Xiamen University, Siming South Road No. 422, Siming District, Xiamen, Fujian 361005, China.
Email: [email protected]
Search for more papers by this authorXu Gong
School of Management, China Institute for Studies in Energy Policy, Xiamen University, Xiamen, China
Search for more papers by this authorAbstract
We examine the impact of firm-level climate risk exposure (CRE) on the debt concentration choices of Chinese listed companies over the period 2010–2021. Our findings suggest that CRE prompts firms to choose debt structures with higher concentration, and this relationship holds true for both physical and transition risks. Further analysis reveals that this effect is more pronounced among firms with higher default risk, restricted access to capital, and lower accounting quality. Our findings remain solid to a battery of robustness tests. Collectively, our study sheds light on the economic consequences of through the lens of firms' debt concentration adjustments.
Open Research
DATA AVAILABILITY STATEMENT
The data that support the findings of this study are available upon reasonable request.
REFERENCES
- Ball, R., Bushman, R.M. & Vasvari, F.P. (2008) The debt-contracting value of accounting information and loan syndicate structure. Journal of Accounting Research, 46(2), 247–287.
- Bernstein, A., Gustafson, M.T. & Lewis, R. (2019) Disaster on the horizon: the price effect of sea level rise. Journal of Financial Economics, 134, 253–272.
- Bharath, S.T., Sunder, J. & Sunder, S.V. (2008) Accounting quality and debt contracting. The Accounting Review, 83(1), 1–28.
- Bolton, P. & Scharfstein, D.S. (1996) Optimal debt structure and the number of. Creditors. Journal of Political Economy, 104(1), 1–25.
- Castro, P., Keasey, K., Amor-Tapia, B., Tascon, M.T. & Vallascas, F. (2020) Does debt concentration depend on the risk-taking incentives in CEO compensation? Journal of Corporate Finance, 64, 101684.
- Chen, G., Chen, W., Wang, J. & Zhao, X. (2023) High-temperature exposure risk, corporate performance and pricing efficiency of the stock market. Accounting and Finance, 63(3), 3553–3583.
- Clark, B., Donato, J. & Francis, B.B. (2023) Credit default swaps and debt specialization. Journal of Financial Intermediation, 54, 101029.
- Colla, P., Ippolito, F. & Li, K. (2013) Debt specialization. Journal of Finance, 68(5), 2117–2141.
- Cui, J.B., Wang, C.H., Wang, Z.X., Zhang, J.J. & Zheng, Y. (2020) Carbon leakage within firm ownership networks. Working Paper https://doi.org/10.2139/ssrn.4514971
10.2139/ssrn.4514971 Google Scholar
- Dafermos, Y., Nikolaidi, M. & Galanis, G. (2018) Climate change, financial stability and monetary policy. Ecological Economics, 152, 219–234.
- Delis, M.D., de Greiff, K. & Ongena, S.R.G. (2019) Being stranded with fossil fuel. Reserves? Climate policy risk and the pricing of bank loans. Working Paper https://doi.org/10.2139/ssrn.3125017
10.2139/ssrn.3125017 Google Scholar
- Dhaliwal, D.S., Khurana, I.K. & Pereira, R. (2011) Firm disclosure policy and the choice between private and public debt. Contemporary Accounting Research, 28(1), 293–330.
- Gertner, R.H., Scharfstein, D.S. & Stein, J.C. (1994) Internal versus external capital-markets. Quarterly Journal of Economics, 109, 1211–1230.
- Giglio, S., Kelly, B. & Stroebel, J. (2021) Climate finance. Annual Review of Financial Economics, 13, 15–36.
- Gilson, S.C., John, K. & Lang, L.H.P. (1990) Troubled debt restructurings: an empirical study of private reorganization of firms in default. Journal of Financial Economics, 27, 315–353.
- Graham, J.R., Harvey, C.R. & Rajgopal, S. (2005) The economic implications of corporate financial reporting. Journal of Accounting and Economics, 40(1), 3–73.
- Heo, Y.N. (2021) Climate change exposure and firm cash holdings. Working Paper https://doi.org/10.2139/ssrn.3795298
10.2139/ssrn.3795298 Google Scholar
- Hong, H., Li, F.W. & Xu, J.M. (2019) Climate risks and market efficiency. Journal of Econometrics, 208, 265–281.
- Huang, H.H., Kerstein, J. & Wang, C. (2018) The impact of climate risk on firm performance and financing choices: an international comparison. Journal of International Business Studies, 49, 633–656.
- Huynh, T.D., Nguyen, T.H. & Truong, C. (2020) Climate risk: the price of drought. Journal of Corporate Finance, 65, 101750.
- Huynh, T.D. & Xia, Y. (2021) Climate change news risk and corporate bond returns. Journal of Financial and Quantitative Analysis, 56, 1985–2009.
- Ilhan, E., Sautner, Z. & Vilkov, G. (2020) Carbon tail risk. The Review of Financial Studies, 34, 1540–1571.
- Ivanov, I.T., Macchiavelli, M. & Santos, J.A.C. (2022) Bank lending networks and the propagation of natural disasters. Financial Management, 51, 903–927.
- Javadi, S. & Masum, A.A. (2021) The impact of climate change on the cost of bank loans. Journal of Corporate Finance, 69, 102019.
- John, K., Kaviani, M.S., Kryzanowski, L. & Maleki, H. (2021) Do country-level creditor protections affect firm-level debt structure concentration? Review of Finance, 25(6), 1677–1725.
- Li, N.Z., Lou, Y., Otto, C.A. & Wittenberg-Moerman, R. (2021) Accounting quality and debt concentration. Accounting Review, 96, 377–400.
- Li, Q., Shan, H.Y., Tang, Y.H. & Yao, V. (2020) Corporate climate risk: measurements and responses. Working Paper https://doi.org/10.2139/ssrn.3508497
10.2139/ssrn.3508497 Google Scholar
- Li, Y. & Zhang, Z. (2023) Corporate climate risk exposure and capital structure: evidence from Chinese listed companies. Finance Research Letters, 51, 103488.
- Lou, Y. & Otto, C.A. (2020) Debt heterogeneity and covenants. Management Science, 66(1), 70–92.
- Nguyen, J.H. & Phan, H.V. (2020) Carbon risk and corporate capital structure. Journal of Corporate Finance, 64, 101713.
- Nguyen, T., Bai, M., Hou, G. & Truong, C. (2022) Drought risk and capital structure dynamics. Accounting and Finance, 62(3), 3397–3439.
- Nordhaus, W. (1982) How fast should we graze the global commons? The American Economic Review, 72(2), 242–246.
- Painter, M. (2020) An inconvenient cost: the effects of climate change on municipal bonds. Journal of Financial Economics, 135(2), 468–482.
- Pankratz, N., Bauer, R. & Derwall, J. (2023) Climate change, firm performance, and investor surprises. Management Science, 69, 7352–7398.
- Rauh, J.D. & Sufi, A. (2010) Capital structure and debt structure. The Review of Financial Studies, 23(12), 4242–4280.
- Sautner, Z., Van Lent, L., Vilkov, G. & Zhang, R. (2023) Firm-level climate change exposure. The Journal of Finance, 78(3), 1449–1498.
- Seltzer, L., Starks, L.T. & Zhu, Q. (2020) Climate regulatory risks and corporate bonds. NBER Working Paper.
- Stroebel, J. & Wurgler, J. (2021) What do you think about climate finance? Journal of Financial Economics, 142(2), 487–498.
- Wang, B.Y., Duan, M. & Liu, G. (2021) Does the power gap between a chairman and CEO matter? Evidence from corporate debt financing in China. Pacific-Basin Finance Journal, 65, 101495.
- Warner, J.B. (1977) Bankruptcy, absolute priority, and the pricing of risky debt claims. Journal of Financial Economics, 4(3), 239–276.
- Weerasekara, S., Wilson, C., Lee, B., Hoang, V.-N., Managi, S. & Rajapaksa, D. (2021) The impacts of climate induced disasters on the economy: winners and losers in Sri Lanka. Ecological Economics, 185, 107043.
- Yao, W.Y., Lu, F.E., Wang, Y.T. & Song, Z.L. (2023) Social insurance contributions and firms' debt concentration choice: a quasi-natural experiment based on the implementation of China's social insurance law. Pacific-Basin Finance Journal, 79, 102043.
- Yu, M., Si, Y., Tian, G. & Zhang, L. (2023) Climate risk and audit fees: an international study. Accounting and Finance, 20, 1–37.
- Yuan, N. & Gao, Y. (2022) Does green credit policy impact corporate cash holdings? Pacific-Basin Finance Journal, 75, 101850.
- Zhang, P., Deschenes, O., Meng, K. & Zhang, J. (2018) Temperature effects on productivity and factor reallocation: evidence from a half million Chinese manufacturing plants. Journal of Environmental Economics and Management, 88, 1–17.