Is the Cost of Corporate Debt Affected by the Volume and Intensity of Carbon Emissions?
DOI:
https://doi.org/10.55927/ijba.v5i3.14514Keywords:
Carbon Emission Volume, Carbon Emission Intensity, Cost of DebtAbstract
This study aims to examine the impact of carbon risk on the debt costs of non-financial companies listed on the Indonesia Stock Exchange (idx) from 2017 to 2023. Carbon risk is proxied by carbon emission volume and carbon emission intensity, which are considered more closely aligned with the government's goal of achieving net-zero emissions by 2060. The hypothesis is tested using fixed-effects regression on a 1,023-unbalanced panel dataset. The results show that before the implementation of the Financial Services Authority Regulation (POJK) No. 51 of 2017, carbon risk had a significant negative impact on corporate debt costs. Following the implementation of the regulation, the negative effect of carbon risk on the cost of debt weakened and became statistically insignificant positive direction. This indicates that creditors have begun to internalize the carbon risk in their assessment of corporate borrowing costs.
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Ali, K., Nadeem, M., Pandey, R., & Bhabra, G. S. (2023). Do capital markets reward corporate climate change actions? Evidence from the cost of debt. Business Strategy and the Environment, 32(6), 3417–3431. https://doi.org/10.1002/bse.3308.
Al Rabab'a, A. E., Rashid, A., & Shams, S. (2023). Corporate carbon performance and cost of debt: Evidence from Asia-Pacific countries. International Review of Financial Analysis, 88, 102641. https://doi.org/10.1016/j.irfa.2023.102641.
Asian Development Bank. (2022). Green Bond Market Survey for Indonesia: Insights on the Perspectives of Institutional Investors and Underwriters (Indonesia). Asian Development Bank. https://www.adb.org/publications/green-bond-market-survey-indonesia
Aswani, J., Raghunandan, A., & Rajgopal, S. (2024). Are carbon emissions associated with stock returns? Review of Finance, 28(1), 75–106. https://doi.org/10.1093/rof/rfad013.
Bolton, P., Halem, Z., & Kacperczyk, M. (2022b). The financial cost of carbon. Journal of Applied Corporate Finance, 34, 17–29. https://doi.org/10.1111/jacf.12502.
Cameron, A. C., & Miller, D. L. (2015). A practitioner’s guide to cluster-robust inference. Journal of Human Resources, 50(2), 317–372. https://doi.org/10.3368/jhr.50.2.317.
Capasso, G., Gianfrate, G., & Spinelli, M. (2020). Climate change and credit risk. Journal of Cleaner Production, 266, 121634. https://doi.org/10.1016/j.jclepro.2020.12.
Cumming, D., Duppati, G., Fernando, J.M., Singh, S., & Tiwari, A. (2024). Dynamics of carbon risk, cost of debt and leverage adjustments. The British Accounting Review, 57(2) 101353. https://doi.org/10.1016/j.bar.2024.101353.
Damert, M., Paul, A., & Baumgartner, R. J. (2017). Exploring the determinants and long-term performance outcomes of corporate carbon strategies. Journal of Cleaner Production, 160, 123–138. https://doi.org/10.1016/j.jclepro.2017.03.206.
Endarto, B., Hadi, F., & Fithri, N. H. (2024). POLITIK HUKUM GREEN BOND DI INDONESIA. Bina Hukum Lingkungan, 7(1), 1–21. https://doi.org/10.24970/bhl.v7i1.303.
Dijk, J., Dirks, D., Ouwersloot, W., & Trespalacios Miranda, J. P. (2022). How proxies and publicly available data can be used to construct indicators on transition risk, physical risks and green taxonomies. In Bank for International Settlements (Ed.), Statistics for sustainable finance (Vol. 56, IFC Bulletins chapters). Bank for International Settlements.
Donaldson, T., & Preston, L. E. (1995). The stakeholder theory of the corporation: Concepts, evidence, and implications. The Academy of Management Review, 20(1), 65-91. https://doi.org/10.2307/258887.
Duan, T., Li, F., & Wen, Q. (2020). Is carbon risk priced in the cross section of corporate bond returns?. Journal of Financial and Quantitative Analysis, 60(1), 1-35. https://doi.org/10.1017/S0022109023000832.
Fama, E., & French, K. (2002). Testing trade-off and pecking order predictions about dividends and debt. Review of Financial Studies, 15(1), 1–33. https://doi.org/10.1093/rfs/15.1.1
Freeman, E. (1984). Strategic Management: A Stakeholder Approach. London: Cambridge University Press. https://doi.org/10.1017/CBO9781139192675.
Görgen, M., Jacob, A., Nerlinger, M., Riordan, R., Rohleder, M., & Wilkens, M. (2019). Carbon Risk. SSRN Electronic Journal. https://doi.org/10.2139ssrn.2930897.
Goss, A., & Roberts, G. S. (2011). The impact of corporate social responsibility on the cost of bank loans. Journal of Banking and Finance, 35, 1794–1810. https://doi.org/10.1016/j.jbankfin.2010.12.002.
Hartzmark, S., dan Shue, K. (2024). Counterproductive Impact Investing: The Impact Elasticity of Brown and Green Firms. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4359282.
Hasan, M.M., & Chen, X.C. (2025). Business strategies and carbon emissions. Energy Economics, 141, 108092. https://doi.org/10.1016/j.eneco.2024.108092.
Hoffmann, V. & Busch, T. (2008). Corporate carbon performance indicators. Journal of Industrial Ecology, 12, 505 – 520. https://doi.org/10.1111/j.1530-9290.2008.00066.x.
Jung, J., Herbohn, K. & Clarkson, P. (2016). Carbon risk, carbon risk awareness and the cost of debt financing, Journal of Business Ethics, 150(4), 1151–1171. https://doi.org/10.1007/s10551-016-3207-6.
Kabir, M.N., Rahman, S., Rahman, M.A., & Anwar, M. (2021) Carbon emissions and default risk: international evidence from firm-level data. Economic Modelling, 103, 105617. https://doi.org/10.1016/j.econmod.2021.105617.
Kabir, M., Habiba, U. E., Khan, W., Shah, A., Rahim, S., De los Rios-Escalante, P. R., Farooqi, Z.U.R., Ali, L., & Shafiq, M. (2023). Climate change due to increasing concentration of carbon dioxide and its impacts on environment in 21st century: A mini review. Journal of King Saud University - Science, 35(5), 102693. https://doi.org/10.1016/j.jksus.2023.102693.
Kleimeier, S., & Viehs, P. M. (2016). Carbon disclosure, emission levels, and the cost of debt. Maastricht University, Graduate School of Business and Economics. GSBE Research Memoranda, 003. https://doi.org/10.26481/umagsb.2016003.
Koutoupis,A.G., Davidopoulos,L.G., Azibi, J., Hakimi, A. & Mansali, H. (2023). Greenhouse gas assurance, board diversity and cost of debt: a quantile approach. EuroMed Journal of Business, 19(4), 1141-1172. https://doi.org/10.1108/EMJB-10-2022-0190.
Kozak, S. (2021). Will the reduction of CO2 emissions lower the cost of debt financing? The case of EU countries. Energies, 14(24), 8361. https://doi.org/10.3390/en14248361.
Krueger, P., Sautner, Z., & Starks, L.(2020). The Importance of climate risks for institutional investors, The Review of Financial Studies, 33(3), 1067-1111, https://doi.org/10.1093/rfs/hhz137.
Liêu, M.L., Dao, T., Nguyen, T.H., & Trinh, Q. (2024). Climate governance and carbon risk in the global energy sector: Insights into corporate environmental initiatives. Energy Economics, 137, 107782. https://doi.org/10.1016/j.eneco.2024.107782.
Ling, X.; Yan, L.; & Dai, D. (2022) Green Credit Policy and Investment Decisions: Evidence from China. Sustainability 2022, 14, 7088. https://doi.org/10.3390/su14127088
Maaloul, A. (2018). The effect of greenhouse gas emissions on cost of debt: Evidence from Canadian firms. Corporate Social Responsibility and Environmental Management, 25(6), 1407–1415. https://doi.org/10.1002/csr.1662.
Miah, M. D., Hasan, R., & Usman, M. (2021). Carbon Emissions and Firm Performance: Evidence from Financial and Non-Financial Firms from Selected Emerging Economies. Sustainability, 13(23), 13281. https://doi.org/10.3390/su132313281
Nasih, M., Puspitasari, A., Harymawan, I., Putra, F.K.G., & Djajadikerta, H.G. (2024). The relationship of carbon emission disclosure on the cost of debt. SAGE Open, 14(4), 1–15. https://doi.org/10.1177/21582440241292134.
Nguyen, J.H., Truong, C., & Zhang, B. (2020). The price of carbon risk: Evidence from the Kyoto Protocol ratification. SSRN Electronic Journal. http://dx.doi.org/10.2139/ssrn.3669660.
Nordhaus, W. (2019). Climate change: The ultimate challenge for economics. American Economic Review, 109(6), 1991–2014. https://doi.org/10.1257/aer.109.6.1991.
Palea, V., & Drogo, F. (2020). Carbon emissions and the cost of debt financing: What role for policy commitment, firm disclosure and corporate governance?. Department of Economics and Statistics Cognetti de Martiis. Working Papers 2020, 02, University of Turin.
Pizzutilo, F., Mariani, M., Caragnano, A., & Zito, M. (2020). Dealing with carbon risk and the cost of debt: Evidence from the European market. International Journal of Financial Studies, 8(4), 61. https://doi.org/10.3390/ijfs8040061.
Rao, A., Lucey, B., & Kumar, S. (2023). Climate risk and carbon emissions: Examining their impact on key energy markets through asymmetric spillovers. Energy Economics, 126(C), 106970. https://doi.org/10.1016/j.eneco.2023.106970.
Safiullah, Md., Alam, Md S., & Islam, Md. (2022). Do all institutional investors care about corporate carbon emissions?. Energy Economics, 115, 106376. https://doi.org/10.1016/j.eneco.2022.106376.
Saka, C., & Oshika, T. (2014). Disclosure effects, carbon emissions and corporate value. Sustainability Accounting, Management and Policy Journal, 5(1), 22–45. https://doi.org/10.1108/SAMPJ-09-2012-0030.
Seltzer, L., Starks., & Zhu, Q. (2022). Climate regulatory risk and corporate bonds. SSRN Electronic Journal. https://doi.org/10.2139/ssrn.4098316.
Shu, H., Tan, W., & Wei, P. (2023). Carbon policy risk and corporate capital structure decision. International Review of Financial Analysis, 86,102523–102523. https://doi.org/10.1016/j.irfa.2023.102523.
Stanny, E., & Ely, K. (2008). Corporate environmental disclosures about the effects of climate change. Corporate Social Responsibility and Environmental Management, 15, 338-348. https://doi.org/10.1002/csr.175.
Sundaram, A. K., & Hansen, R. G. (2023). Chapter 1: Introduction to the handbook of business and climate change. Dalam handbook of business and climate change. Cheltenham, UK: Edward Elgar Publishing. Tersedia di: https://doi.org/10.4337/9781839103001.00006.
Wang, S. (2023). Research on the Impact of green credit policy on green technology innovation of listed enterprises in strategic emerging industries. Frontiers in Business, Economics and Management, 11(3), 175–182. https://doi.org/10.54097/fbem.v11i3.13212.
Zhang, D., & Fang, Y. (2022). Are environmentally friendly firms more vulnerable during the COVID-19 pandemic?. Journal of Cleaner Production, 355, 131781. https://doi.org/10.1016/j.jclepro.2022.131781.
Zhang, S. Cai, W., Zheng, X., Lv, X., An, K., Cao, Y., et al. (2025). Global readiness for carbon neutrality: From targets to action. Environmental Science and Ecotechnology, 25, 100546. https://doi.org/10.1016/j.ese.2025.100546.
Zhou, X., Wang, Y., Zhang, J., & Li, H. (2023). Corporate carbon performance and financial outcomes: A systematic review and meta-analysis. Journal of Business Ethics, 178(3), 625-650. https://doi.org/10.1007/s10551-022-05114-7.
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