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Abstract
This research investigates how Carbon Emission Disclosure (CED), environmental performance, and profitability impact the borrowing costs of coal mining firms listed on the Indonesia Stock Exchange (IDX) between 2024 and 2025. Utilizing a quantitative explanatory design, the analysis draws on a balanced panel dataset comprising 21 firms, yielding 42 firm-year observations. The variables are operationalized as follows: CED via a disclosure index, environmental performance through the PROPER rating, profitability using Return on Assets (ROA), and borrowing costs derived from interest expenses divided by average interest-bearing liabilities. To determine the optimal estimator, the Chow, Hausman, and Lagrange Multiplier tests were applied, revealing that the Fixed Effect Model (FEM) is the most suitable. The empirical findings reveal that neither CED, environmental performance, nor profitability exert a statistically significant partial influence on borrowing costs at the 5% threshold. Furthermore, the Wald test confirms the absence of a simultaneous impact among these variables. Nevertheless, the global significance of the FEM highlights the crucial role of unobserved firm-specific traits in driving cost-of-debt variations. Ultimately, the results imply that lenders prioritize unique corporate attributes and loan agreement specifics over environmental disclosures and transient financial gains.
Keywords: carbon emission disclosure; environmental performance; profitability; cost of debt; fixed effect model.
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References
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References
Baltagi, B. H. (2021). Econometric Analysis of Panel Data: Sixth Edition. Springer Texts in Business and Economics, Part F7562, 1–424. https://doi.org/10.1007/978-3-030-53953-5/SAVE-RESEARCH
Dewi, G. A. K. R. S. (2025). Carbon Emission Disclosure, Environmental Performance, and Firm Value: The Role of Financial Performance. JIA (Jurnal Ilmiah Akuntansi), 10(1), 70–85. https://doi.org/10.23887/JIA.V10I1.55564
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 & Finance, 136, 106180. https://doi.org/10.1016/J.JBANKFIN.2021.106180
Gull, A. A., Hussain, N., Khan, S. A., Mushtaq, R., & Orij, R. (2023). The power of the CEO and environmental decoupling. Business Strategy and the Environment, 32(6), 3951–3964. https://doi.org/10.1002/BSE.3347;PAGE:STRING:ARTICLE/CHAPTER
Hakiki, C., Subaktio, R., & Febby Angelia, M. M. (2025). Analisis Sistem Pengendalian Manajemen Terhadap Kinerja Keuangan Pada Bank Konvensional Dengan Mediasi Sistem Informasi Akuntansi. YUME : Journal of Management, 8(3), 1154–1163. https://doi.org/10.37531/YUM.V8I3.10071
Kementerian ESDM RI - Media Center - News Archives - Kinerja Sektor ESDM 2024: Lampui Target, Penuhi Kebutuhan Domestik, dan Tingkatkan Ketahanan Energi. (2025). Menteri Energi Dan Sumber Daya Mineral (ESDM). https://www.esdm.go.id/en/media-center/news-archives/kinerja-sektor-esdm-2024-lampui-target-penuhi-kebutuhan-domestik-dan-tingkatkan-ketahanan-energi-?spm=a2ty_o01.29997173.0.0.30a655fbqHLPaY
Keswani, A., Tran, A., & Volpin, P. (2021). Institutional Debtholder Governance. Journal of Financial and Quantitative Analysis, 56(6), 2103–2135. https://doi.org/10.1017/S0022109020000630
López-Santamaría, M., Amaya, N., Grueso Hinestroza, M. P., & Cuero, Y. A. (2021). Sustainability disclosure practices as seen through the lens of the signaling theory: A study of companies listed on the Colombian Stock Exchange. Journal of Cleaner Production, 317, 128416. https://doi.org/10.1016/J.JCLEPRO.2021.128416
Mardiman, M., Sobandi, A., Suryadi, E., & Kusuma, A. B. (2026). Peran Kompetensi Pedagogik Sebagai Mediasi dalam Kinerja Dosen yang Dipengaruhi Literasi Digital. Jurnal Pendidikan Manajemen Perkantoran, 11(2), 1–10. https://doi.org/10.17509/jpm.v11i2
Mardiman, M., Taufik, T., Tasa, T., Firdaus, M. I. A., Rasiwan, I., Fathurrahman, M., Mulia, R., Nugraha, Y., Purnama, J., & Putra. (2026). Penerapan Manajemen Berbasis Karakter Melalui Sosialisasi dan Pendampingan Budaya Kerja Pancawaluya untuk Meningkatkan Integritas SDM Sekolah. Celebes Journal of Community Services, 5(1), 52–60. https://doi.org/10.37531/CELEB.V5I1.3473
Mardiman, Maulana Suwanta, D., Syahrial, A., Hendiyani, R., Ghofar, A., Dwinanto, I., Yuni, E., Jannah, N., Fathurrahman, M., Saleha, I. M., & Destiyana, S. (2026). Model Integratif Manajemen SDM dan Digitalisasi Kesehatan Lingkungan Sekolah dalam Pendampingan Keberlanjutan TdBA di SDN 5 Nagrikaler. Celebes Journal of Community Services, 5(1), 52–62. https://doi.org/10.37531/CELEB.V5I1.3511
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). https://doi.org/10.1177/21582440241292134;WEBSITE:WEBSITE:SAGE;ISSUE:ISSUE:DOI
Nilasakti, A. O., Aryani, Y. A., & Setiawan, D. (2024). Carbon emissions disclosure: an overview of research in Indonesia. Journal of Accounting and Investment, 25(3), 1043–1060. https://doi.org/10.18196/jai.v25i3.21913
Nursulistyo, E. D., Aryani, Y. A., & Bandi, B. (2023). The Disclosure of Carbon Emission in Indonesia: A Systematic Literature Review. Jurnal Dinamika Akuntansi Dan Bisnis, 10(1), 1–18. https://doi.org/10.24815/JDAB.V10I1.27974
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 2020, Vol. 8, Page 61, 8(4), 61. https://doi.org/10.3390/IJFS8040061
POJK Nomor 51/POJK.03/2017. (2017). Financial Services Authority of Indonesia. https://ojk.go.id/id/kanal/perbankan/regulasi/peraturan-ojk/Pages/POJK-Penerapan-Keuangan-Berkelanjutan-bagi-Lembaga-Jasa-Keuangan,-Emiten,-dan-Perusahaan-Publik.aspx?spm=a2ty_o01.29997173.0.0.30a655fbqHLPaY
Siagian, V., Sinaga, J. T. G., & Sinaga, N. D. P. (2026). ESG Score and Cost of Debt: Evidence from Indonesia. Journal of Accounting and Investment, 27(1), 34–52. https://doi.org/10.18196/jai.v27i1.27111