MARKET RESPONSE DICHOTOMY: HOW CARBON DISCLOSURE SHAPES THE COST OF CAPITAL IN ENERGY AND BASIC MATERIALS SECTORS

Authors

  • Dwiyanjana Santyo Nugroho Accounting Department, Universitas Pembangunan Nasional ‘Veteran’ Yogyakarta
  • Fadhla Khanifa Accounting Department, Universitas Pembangunan Nasional ‘Veteran’ Yogyakarta

DOI:

https://doi.org/10.61677/count.v4i1.952

Keywords:

Carbon disclosure, cost of capital, energy sector, basic materials sector, transition risk.

Abstract

Environmental degradation from industrial activities has led to a significant increase in CO2 emissions, prompting stakeholders to demand higher corporate environmental commitment. Consequently, transparent carbon reporting has become a critical factor influencing investment decisions and corporate financing costs. This study aims to analyze the impact of carbon disclosure on the cost of capital within the Energy and Basic Materials sectors and to empirically test for significant differences in market responses between these two carbon-intensive industries. Using a quantitative approach and panel data analysis, this research examines 42 companies (168 observations) listed on the stock exchange from 2021 to 2024. Regression models (Fixed Effect for Energy and Random Effect for Basic Materials) were employed, alongside interact ion term analysis to identify cross-sectoral differences. Findings reveal that carbon disclosure significantly increases the cost of capital in the Energy sector, suggesting that investors perceive transparency as a signal of high transition risk. Conversely, carbon disclosure has no significant effect in the Basic Materials sector, where the cost of capital is primarily driven by leverage and governance. Interaction analysis further confirms a marginal difference (p=0.064) in market mechanisms between sectors. This study concludes that capital markets do not respond uniformly to carbon information; rather, sectoral characteristics dictate whether transparency is viewed as a risk signal or remains secondary to traditional financial fundamentals.

References

Albarrak, M.S, Elnahass, M., & Salama, A. (2019). The effect of carbon dissemination on cost of equity. Business Strategy and the Environment, 28(6), 1179–1198. https://doi.org/10.1002/bse.2310

Alsaifi, K., Elnahass, M., & Salama, A. (2020). Carbon disclosure and financial performance: UK environmental policy. Business Strategy and the Environment, 29(2), 711–726. https://doi.org/10.1002/bse.2426

Arian, A. G., & Sands, J. (2024). Do corporate carbon emissions affect risk and capital costs? International Review of Economics & Finance, 93(1), 1363–1377. https://doi.org/10.1016/j.iref.2024.04.018

Atif, M., Liu, B., & Nadarajah, S. (2022). Carbon intensity and the cost of equity capital. The Energy Journal, 43(2), 181–214. https://doi.org/10.5547/01956574.43.2.atri

Bashir, M. F., Pan, Y., Shahbaz, M., & Ghosh, S. (2023). How energy transition and environmental innovation ensure environmental sustainability? Contextual evidence from Top-10 manufacturing countries. Renew Energy, 204, 697–709. https://doi.org/10.1016/j.renene.2023.01.049

Bolton, P., & Kacperczyk, M. (2023). Global pricing of carbon‐transition risk. Journal of Finance, 78(6), 3677–3754. https://doi.org/10.1111/jofi.13272

Bolton, P., & Kacperczyk, M. (2026). Carbon disclosure and the cost of capital. European Accounting Review, 36(1), 1–33. https://doi.org/10.1080/09638180.2026.2649612

Bui, B., Moses, O., & Houqe, M. N. (2020). Carbon disclosure, emission intensity and cost of equity capital: Multi-country evidence. Accounting & Finance, 60(1), 47–71. https://doi.org/10.1111/acfi.12492

Caragnano, A., Mariani, M., Pizzutilo, F., & Zito, M. (2020). Is it worth reducing GHG emissions? Exploring the effect on the cost of debt financing. Journal of Environmental Management, 270(2), 1–10. https://doi.org/10.1016/j.jenvman.2020.110860

Climate Policy Initiative. (2025). Global landscape of climate finance 2025: Industrial transition and energy decarbonization. Climate Policy Initiative.

Climate Watch. (2025). Greenhouse gas emissions by sector, Indonesia, 2022 [Dataset]. https://ourworldindata.org/grapher/ghg-emissions-by-sector?tab=discrete-bar&time=latest&country=~IDN

Ehlers, T., Packer, F., & de Greiff, K. (2022). The pricing of carbon risk in syndicated loans: Which risks are priced and why? Journal of Banking and Finance, 136(3), 1–13. https://doi.org/10.1016/j.jbankfin.2021.106180

Franc-Dabrowska, J., Madra-Sawicka, M., & Ulrichs, M. (2021). Capital structure and cost of capital in energy sector companies: Environmental exposure and risk perception. Energies, 14(6), 1–20. https://doi.org/10.3390/en14185821

Gao, X., & Zhang, G. (2025). Media coverage and corporate green innovation. Finance Research Letters, 74, 1–9. https://doi.org/10.1016/j.frl.2025.106740

Kim, Y. B., An, H. T., & Kim, J. D. (2015). The effect of carbon risk on the cost of equity capital. Journal of Cleaner Production, 93, 279–287. https://doi.org/10.1016/j.jclepro.2015.01.006

KPMG. (2025). KPMG ESG Assurance Maturity Index 2025.

Kurnia, P., & Ardianto, A. (2024). Board gender diversity and cyber security disclosure in the Indonesian banking industry: A two-tier governance context. Corporate Governance: The International Journal of Business in Society, 24(7), 1614–1637. https://doi.org/10.1108/CG-01-2023-0010

Liu, X., & Cheng, Y. (2023). Carbon emission disclosure, institutional investors, and firm value: Mechanism of information transparency. Environmental Science and Pollution Research, 30(22), 62110–62125. https://doi.org/10.1007/s11356-023-26801-1

Long, R., Wang, X., Wu, M., Chen, H., Li, Q., & Wang, Y. (2023). The impact of carbon information disclosure on the cost of capital: The moderating role of regulatory pressures. Resources, Conservation and Recycling, 193(3), 1–19. https://doi.org/10.1016/j.resconrec.2023.106970

Mariani, M., Pizzutilo, F., Caragnano, A., & Zito, M. (2021). Does it pay to be environmentally responsible? Investigating the effect on the weighted average cost of capital. Corporate Social Responsibility and Environmental Management, 28(6), 1854–1869. https://doi.org/10.1002/csr.2164

Morrone, D., Schena, R., Conte, D., Bussoli, C., & Russo, A. (2021). Between saying and doing, in the end there is the cost of capital: Evidence from the energy sector. Business Strategy and the Environment, 31(1), 390–402. https://doi.org/10.1002/bse.2900

Motalingoane, L., Rajaram, R., Madhavedi, S., & Hoo, W. C. (2026). The Impact of Carbon Emissions on the Cost of Capital for Johannesburg Stock Exchange Listed Mining Firms. International Journal of Sustainable Development and Planning, 21(2), 465–472. https://doi.org/10.18280/ijsdp.210201

Mubeen, M., Arslan, H. M., Ashfaq, K., Nisar, A., Azeem, H., & Riaz, A. (2024). Bridging the sustainability gap: Unraveling the interplay of sustainability disclosure and cost of debt. Pakistan Journal of Commerce and Social Sciences, 18(1), 181–225. https://doi.org/10.64534/Commer.2024.058

Nasih, M., Harymawan, I., & Paramitasari, Y. I. (2024). Environmental disclosure quality and bank loan contracting: Credit risk assessment in high-polluting sectors. Corporate Social Responsibility and Environmental Management, 31(3), 1420–1435. https://doi.org/10.1002/csr.2651

Owolabi, A., Mousavi, M. M., Gozgor, G., & Li, J. (2024). The impact of carbon risk on the cost of debt in the listed firms in G7 economies: The role of the Paris Agreement. Energy Economics, 139(2), 1–10. https://doi.org/10.1016/j.eneco.2024.107925

Palea, V., & Drogo, F. (2020). Carbon emissions and the cost of debt in the eurozone: The role of public policies, climate-related disclosure and corporate governance. Business Strategy and the Environment, 29(8), 2953–2972. https://doi.org/10.1002/bse.2550

Ririmasse, D., Tsitsianis, N., & Mitrou, E. (2026). Carbon Emissions, Carbon Reporting Channels and Corporate Debt: Evidence from Developed and Emerging Markets. Emerging Markets Finance and Trade, 62(9), 2966–2984. https://doi.org/10.1080/1540496X.2025.2573435

Solikhah, B., & Maulina, U. (2021). Factors influencing environment disclosure quality and the moderating role of corporate governance. Cogent Business & Management, 8(1), 1–18. https://doi.org/10.1080/23311975.2021.1876543

Wang, Q. (Jenny). (2023). Financial effects of carbon risk and carbon disclosure: A review. Accounting & Finance, 63(4), 4175–4219. https://doi.org/10.1111/acfi.13090

Xu, W., Sun, Z., & Ni, H. (2024). Transparency pays: How carbon emission disclosure lowers cost of capital. Economic Analysis and Policy, 83, 165–177. https://doi.org/10.1016/j.eap.2024.05.020

Published

2026-07-31

How to Cite

Dwiyanjana Santyo Nugroho, & Fadhla Khanifa. (2026). MARKET RESPONSE DICHOTOMY: HOW CARBON DISCLOSURE SHAPES THE COST OF CAPITAL IN ENERGY AND BASIC MATERIALS SECTORS. Count : Journal of Accounting, Business and Management, 4(1), 1 ~ 17. https://doi.org/10.61677/count.v4i1.952