Econometric panel data modeling of corporate carbon emission disclosure: Financial and environmental determinants in the mining industry

Authors

  • Rilla Gantino Universitas Esa Unggul, Indonesia
  • Gilang Surya Pratama Universitas Esa Unggul, Indonesia

DOI:

https://doi.org/10.58524/jasme.v6i1.1083

Keywords:

Carbon emission disclosure, Environmental governance, Firm financial performance, Mining industry sustainability, Panel data econometrics

Abstract

Background: The growing urgency of climate change mitigation has intensified global attention on corporate transparency in carbon emission reporting. Companies operating in carbon-intensive industries, particularly the mining sector, face increasing pressure from regulators, investors, and the public to disclose environmental impacts in a systematic and accountable manner. However, empirical evidence explaining the determinants of corporate carbon emission disclosure remains limited, especially in emerging economies where sustainability reporting practices are still evolving.

Aims: This study aims to develop an econometric panel data model to examine the influence of financial performance and environmental performance on corporate carbon emission disclosure, while also assessing the moderating role of firm size in strengthening disclosure behaviour.

Methods: The research employs a quantitative approach using panel data econometric modelling. The dataset includes 40 mining companies listed on the Indonesia Stock Exchange during the period 2018–2024, generating 280 firm-year observations. Carbon emission disclosure is measured using a disclosure index, financial performance is proxied by return on equity, environmental performance is represented by the PROPER rating, and firm size is measured by the natural logarithm of total assets. The analysis applies a Fixed Effect Model with robust standard errors to control for unobserved firm heterogeneity.

Result: The results show that financial performance and environmental performance significantly increase corporate carbon emission disclosure. In addition, firm size strengthens the relationship between environmental performance and disclosure intensity.

Conclusion: The findings demonstrate that carbon disclosure is shaped by financial capability, environmental governance, and organizational scale. Firms with stronger financial capacity and better environmental performance tend to disclose carbon information more transparently, while larger firms respond more strongly to environmental accountability pressures. These results contribute to data-driven sustainability research and highlight the importance of strengthening environmental governance and transparent carbon reporting in emission-intensive industries

References

Adu, D. A. (2022). Sustainable banking initiatives, environmental disclosure and financial performance: The moderating impact of corporate governance mechanisms. Business Strategy and the Environment, 31(5), 2365–2399. https://doi.org/10.1002/bse.3033

Akhter, F., Hossain, M. R., Elrehail, H., Rehman, S. U., & Almansour, B. (2023). Environmental disclosures and corporate attributes, from the lens of legitimacy theory: A longitudinal analysis on a developing country. 32(3), 342–369. https://doi.org/10.1108/EJMBE-01-2021-0008

AlHares, A. (2025). Evaluating Emission Reduction Policies and the Influence of Corporate Governance. 17(18), 8204. https://doi.org/10.3390/su17188204

Ali, W., Wilson, J., & Saeed, T. (2024). A meta-analytical study of cultural conditions moderating the relationship between environmental performance and environmental disclosure. 37(2), 151–171. https://doi.org/10.1108/ARJ-01-2023-0024

Alnafrah, I. (2024). ESG practices mitigating geopolitical risks: Implications for sustainable environmental management. 358, 120923. https://doi.org/10.1016/j.jenvman.2024.120923

Cai, W., Jusoh, S., & Yue, X. (2026). Digitalization and Sustainable Industrial Low-Carbon Transformation: Synergistic Effects, Policy Tools, Technical Pathways, and Financial Innovation. Sustainability (Switzerland), 18(3). https://doi.org/10.3390/su18031433

Chen, S. C., Xu, X., & Own, C.-M. (2024). The impact of green finance and technological innovation on corporate environmental performance: Driving sustainable energy transitions. 17(23), 5959. https://doi.org/10.3390/en17235959

Dai, D., Bao, J., & Wang, Y. (2025). The greenwashing trap under decarbonisation pressure: How carbon risk drives corporate ESG greenwashing?–Empirical evidence from China’s capital markets. Journal of Environmental Management, 396. https://doi.org/10.1016/j.jenvman.2025.128193

Du Toit, E. (2024). Thirty years of sustainability reporting: Insights, gaps and an agenda for future research through a systematic literature review. 16(23), 10750. https://doi.org/10.3390/su162310750

Fu, B., & Zailani, S. (2025). Factors influencing circular carbon economy readiness among heavy industries in China. 17(3), 999. https://doi.org/10.3390/su17030999

Huang, A., Dai, L., & Xiao, Y. (2025). Achieving Sustainable Development Through Green Finance: A Case Study of High‐Emission Industries. Sustainable Development, 33(4), 5269–5281. https://doi.org/10.1002/sd.3389

Jiang, H., He, B., Mubarik, M. S., & Shi, S. (2024). Role of supply chain digitalization and global supply chain in decarbonization of natural resources sector supply chain. 370, 122689. https://doi.org/10.1016/j.jenvman.2024.122689

Khan, A. A., Khan, S. U., Ali, M. A. S., Haider, I., & Luo, J. (2026). The role of financial innovation and Industry 4.0 in decarbonizing resource-intensive industries through threshold effects. Journal of Innovation and Knowledge, 11. https://doi.org/10.1016/j.jik.2025.100872

Khatri, I., & Kjærland, F. (2023). Sustainability reporting practices and environmental performance amongst nordic listed firms. 418, 138172. https://doi.org/10.1016/j.jclepro.2023.138172

Konat, G., Salihoğlu, E., & Han, A. (2026). Financial investments in AI-based technologies and carbon footprint in selected advanced industrial economies. Carbon Balance and Management, 21(1). https://doi.org/10.1186/s13021-025-00383-4

Kvasničková Stanislavská, L., Pilař, L., Fridrich, M., Kvasnička, R., Pilařová, L., Afsar, B., & Gorton, M. (2023). Sustainability reports: Differences between developing and developed countries. Frontiers in Environmental Science, 11, 1085936. https://doi.org/10.3389/fenvs.2023.1085936

Li, B., Wang, X., Khurshid, A., & Saleem, S. F. (2025). Environmental governance, green finance, and mitigation technologies: Pathways to carbon neutrality in European industrial economies. International Journal of Environmental Science and Technology, 22(15), 14899–14912. https://doi.org/10.1007/s13762-025-06608-w

Lin, J., & Qamruzzaman, M. (2023). The impact of environmental disclosure and the quality of financial disclosure and IT adoption on firm performance: Does corporate governance ensure sustainability? 11, 1002357. https://doi.org/10.3389/fenvs.2023.1002357

Liu, Q., Xiang, R., Yang, Q., & ul Haq, S. (2025). Growth Versus Green: How Financial Development and Energy Transition Shape Environmental Sustainability in Emerging Economies. SAGE Open, 15(4). https://doi.org/10.1177/21582440251404230

Mousa, G. A., Elamir, E. A. H., & Hussainey, K. (2022). Using machine learning methods to predict financial performance: Does disclosure tone matter? International Journal of Disclosure and Governance, 19(1), 93–112. https://doi.org/10.1057/s41310-021-00129-x

Satanbekov, N., Adambekova, A., Adambekov, N., Anessova, A., & Adambekova, Z. (2026). Regional Finance and Environmental Outcomes: Empirical Evidence from Kazakhstan’s Regions. Economies, 14(2). https://doi.org/10.3390/economies14020037

Solaymani, S., & Montes, O. (2024). The role of financial development and good governance in economic growth and environmental sustainability. 13, 100268. https://doi.org/10.1016/j.nexus.2023.100268

Tergu, M. C. T., Sam Hayford, I., Zhang, J., & Li, J. (2025). Towards carbon neutrality transition in Ghana: Unveiling the synergies of ISO14001 and green governance amidst structural change and technology innovation. Discover Sustainability, 6(1). https://doi.org/10.1007/s43621-025-01468-3

Velte, P. (2024). Sustainable board governance and environmental performance: European evidence. Business Strategy and the Environment, 33(4), 3397–3421. https://doi.org/10.1002/bse.3654

Wang, W., Xu, F., Peng, S.-T., & Ouyang, Y. (2025). How does green finance policy affect the environmental performance of manufacturing companies? Journal of Environmental Management, 393. https://doi.org/10.1016/j.jenvman.2025.126929

Wang, Y., Zhao, Z., Shi, M., Liu, J., & Tan, Z. (2024). Public environmental concern, government environmental regulation and urban carbon emission reduction—Analyzing the regulating role of green finance and industrial agglomeration. 924, 171549. https://doi.org/10.1016/j.scitotenv.2024.171549

Warokka, A., Woo, J. K., & Aqmar, A. Z. (2025). Herding Behavior, ESG Disclosure, and Financial Performance: Rethinking Sustainability Reporting to Address Climate-Related Risks in ASEAN Firms. Journal of Risk and Financial Management, 18(8), 457. https://doi.org/10.3390/jrfm18080457

Xu, B., Li, S., Afzal, A., Mirza, N., & Zhang, M. (2022). The impact of financial development on environmental sustainability: A European perspective. 78, 102814. https://doi.org/10.1016/j.resourpol.2022.102814

Yang, Y., Ren, H., Liu, Y., & Yang, Y. (2025). Integration of technology and finance, digital transformation and corporate green innovation. 71, 106444. https://doi.org/10.1016/j.frl.2024.106444

Yu, K., Wu, Q., Chen, X., Wang, W., & Mardani, A. (2024). An integrated MCDM framework for evaluating the environmental, social, and governance (ESG) sustainable business performance. Annals of Operations Research, 342(1), 987–1018. https://doi.org/10.1007/s10479-023-05616-8

Zameer, H., Shahbaz, M., & Kontoleon, A. (2023). From Covid-19 to conflict: Does environmental regulation and green innovation improve industrial sector decarbonization efforts and environmental management? Journal of Environmental Management, 345, 118567. https://doi.org/10.1016/j.jenvman.2023.118567

Zhang, S. (2024). The impact of emission trading schemes and government pressure on corporate climate change disclosure in China. 16, 100979. https://doi.org/10.1016/j.envc.2024.100979

Zhou, F., Chen, M., & Lee, C.-C. (2025). Impact of digital climate governance on carbon neutrality in China: A framework for carbon technological progress. Technology in Society, 83. https://doi.org/10.1016/j.techsoc.2025.102991

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Published

2026-03-12