Main Article Content
Abstract
Purpose – This study aims to evaluate the impact of climate change risk on stock market volatility, with ESG risk serving as a moderating variable.
Methods – The sample is selected using purposive sampling and consists of firms listed in the IDX ESG Leaders index during the period 2019–2024. The analysis employs a dynamic panel regression approach using the System Generalized Method of Moments.
Findings – The results indicate that climate change risk has a negative effect on stock market volatility. ESG risk has a positive and significant effect on stock market volatility. Furthermore, the moderating analysis shows that ESG risk significantly moderates the relationship between climate change risk and stock market volatility.
Implication – Theoretically, this study highlights the importance of adopting a dynamic approach and clearly distinguishing between ESG performance and ESG risk in analyzing stock market volatility. In practice, the findings suggest that ESG risk is a source of market uncertainty; therefore, investors, firms, and regulators should integrate ESG risk management and enhance the quality of climate risk disclosure to reduce stock market volatility.
Originality – This study uses Natural Language Processing to measure climate change risk and the application of a dynamic panel data approach to analyze the effect of climate change risk on stock market volatility with ESG risk as a moderating variable.
Abstrak
Tujuan – Penelitian ini bertujuan untuk mengevaluasi dampak risiko perubahan iklim terhadap volatilitas pasar saham: peran moderasi risiko ESG.
Metode – Sampel pada penelitian ini diambil dengan metode purposive sampling. Penelitian ini menggunakan regresi data panel dinamis Sys GMM yang terdiri dari perusahaan yang terdaftar di IDX ESG Leaders selama periode 2019-2024.
Temuan – Hasil penelitian menunjukkan bahwa risiko perubahan iklim berpengaruh negatif terhadap volatilitas pasar saham. ESG risk berpengaruh positif dan signifikan terhadap volatilitas pasar saham. Variabel moderasi menunjukkan bahwa ESG risk secara signifikan memoderasi hubungan antara risiko perubahan iklim dan volatilitas pasar saham.
Implikasi – Secara teoretis, penelitian ini menegaskan pentingnya pendekatan dinamis dan pembedaan yang jelas antara kinerja kinerja ESG dan risiko ESG dalam analisis volatilitas pasar saham. Secara praktis, temuan ini menunjukkan bahwa ESG Risk merupakan sumber ketidakpastian, sehingga investor, perusahaan, dan regulator perlu mengintegrasikan pengelolaan risiko ESG dan peningkatan kualitas pengungkapan risiko perubahan iklim untuk menekan volatilitas pasar.
Orisinalitas – Penelitian ini menggunakan Natural Language Processing untuk mengukur climate change risk serta penerapan data panel dinamis dalam menganalisis pengaruh climate change risk terhadap volatilitas pasar saham dengan ESG risk sebagai variabel moderasi.
Keywords
Article Details
Copyright (c) 2026 Veraya Veraya, Eko Atmadji

This work is licensed under a Creative Commons Attribution-ShareAlike 4.0 International License.
References
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References
Andriyani, Y., & Risman, A. (2025). Pengaruh risiko pasar, risiko iklim, dan struktur modal terhadap nilai perusahaan: Pada perusahaan sektor manufaktur. https://www.researchgate.net/publication/392770848
Ardianto, F., & Sukardi, A. S. (2024). Pengungkapan Environmental, Social, and Governance disclosure terhadap volatilitas harga saham syariah dimoderasikan oleh likuiditas. Jurnal Ilmiah Ekonomi Islam, 10(3), 3171–3180.
Averio, T., Kontesa, M., & Satrio, A. B. (2024). Tobin’s Q dan determinannya: Studi empiris. Jurnal Ilmiah Universitas Batanghari Jambi, 24(2), 1712. https://doi.org/10.33087/jiubj.v24i2.5082 DOI: https://doi.org/10.33087/jiubj.v24i2.5082
Bodie, Zvi., Kane, Alex., & Marcus, A. J. (2024). Investments. McGraw Hill.
Chandra, H., Hutagaol-Martowidjojo, Y., & Widjaja, A. (2024). Sustainable investment perception influence in investment decision. E3S Web of Conferences, 571, 03004. https://doi.org/10.1051/e3sconf/202457103004 DOI: https://doi.org/10.1051/e3sconf/202457103004
Cheong, H. I., Lyons, A., Houghton, R., & Majumdar, A. (2023). Secondary qualitative research methodology using online data within the context of social sciences. International Journal of Qualitative Methods, 22. https://doi.org/10.1177/16094069231180160 DOI: https://doi.org/10.1177/16094069231180160
Donnarumma, F. (2023). Ownership of UK quoted shares: 2022. Office for National Statistics. https://www.ons.gov.uk/economy/investmentspensionsandtrusts/bulletins/ownershipofukquotedshares/2022 pada 21 Januari 2026.
Dwidodo, R., Hady, H., & Nalurita, F. (2022). Analisa kaitan pengungkapan laporan keberlanjutan dan politik dengan volatilitas harga saham. Jurnal Ekonomi: Journal of Economic, 13(1), 40–57. https://doi.org/10.47007/jeko.v13i01.5181
Dzahabiyya, Jauza., Jhoansyah, Dicky, & Danial, Deni. (2020). Analisis nilai perusahaan dengan model rasio tobin’s q. Jurnal Riset Akuntansi dan Keuangan Dewantara, 4(1): 46-55. https://doi.org/10.26533/jad.v3i1.520 DOI: https://doi.org/10.26533/jad.v3i1.520
Erawati, T., Lestari, Y., & Listyawati, R. (2025). Sustainable growth rate: Liquidity & profit margin with firm size as moderating variable. International Conference on Accounting and Finance, 3, 460-469. https://journal.uii.ac.id/inCAF/article/view/38762
Febriana, N. A., Azizah, A. M., Rahmawati, D., Yuliana, I., & Ningtyas, M. N. (2025). Dividend policy, profitability and ERP implementation as determinants of stock price volatility: Evidence from Indonesia. Asian Journal of Economics, Business and Accounting, 25(10), 318–330. https://doi.org/10.9734/ajeba/2025/v25i102017 DOI: https://doi.org/10.9734/ajeba/2025/v25i102017
Fordian, D., Alexandri, M. B., Suryanto, S., & Kusairi, S. (2025). Pengaruh variabel makroekonomi dan covid-19 terhadap volatilitas return saham di bursa efek indonesia periode maret 2017 – april 2023. AdBispreneur, 9(1), 13–29. https://doi.org/10.24198/adbispreneur.v9i1.50743 DOI: https://doi.org/10.24198/adbispreneur.v9i1.50743
Freeman, R. E. (2015). Strategic management: A stakeholder approach. Cambridge University Press. https://doi.org/10.1017/CBO9781139192675 DOI: https://doi.org/10.1017/CBO9781139192675
Gupta, A., & Mishra, R. (2024). A comprehensive study of stock market volatility: Types, determinants, and measurement methods. International Journal For Multidisciplinary Research, 6(6). https://doi.org/10.36948/ijfmr.2024.v06i06.30054 DOI: https://doi.org/10.36948/ijfmr.2024.v06i06.30054
Hair, J., Joseph, F., Black, W., Babin, B., & Anderson, R. (2006). Multivariate Data Analysis (6th ed.). USA: Pearson.
Hasanah, N., Adrianto, F., & Hamidi, M. (2024). Pengaruh kinerja enviromental, social, and governance (esg) dan volatilitas laba terhadap volatilitas harga saham syariah dengan effective tax rate sebagai variabel moderasi (studi empiris pada perusahaan yang terdaftar di jakarta islamic index 70 periode tahun 2018-2023). R2J, 6(6). https://doi.org/10.38035/rrj.v6i6 DOI: https://doi.org/10.38035/rrj.v6i6.1191
Imam, A. (2025). Lebih besar mana: Investor asing atau lokal di pasar modal Indonesia? YossyGirsang.com. Diakses dari https://www.yossygirsang.com/lebih-besar-mana-investor-asing-atau-lokal-di-pasar-modal-indonesia/ pada pada 21 Januari 2026.
Knight, R. (2020). A Refresher on Return on Assets. Harvard Business Review.
Komunitas Penulis OJK. (2024). Diorama keuangan berkelanjutan Indonesia: Analekta ide dan gagasan dalam upaya akselerasi pengembangan keuangan berkelanjutan di Indonesia. Pustaka Saga. ISBN: 978-623-8695-57-7.
Kusuma, M. (2021). Measurement of return on asset (roa) based on comprehensive income and its ability to predict investment returns: An empirical evidence on go public companies in Indonesia before and during the covid-19 pandemic. Jurnal Ilmiah Bidang Ilmu Ekonomi 16(1), 94–106. http://journal.umpo.ac.id/index.php/ekuilibrium DOI: https://doi.org/10.24269/ekuilibrium.v16i1.2021.pp94-106
Liu, M., Ling, Y.-J., & Lee, C.-C. (2025). Does ESG performance and investor attention affect stock volatility? An empirical study based on panel data and mixed-frequency data. Applied Economics, 57(57), 9728–9742. https://doi.org/10.1080/00036846.2024.2423068 DOI: https://doi.org/10.1080/00036846.2024.2423068
Manoppo, C. P. (2015). The influence of roa, roe, ros, and eps on stock price. Jurnal EMBA, Jurnal Riset Ekonomi, Manajemen, Bisnis dan Akuntansi 691, 691–697. https://doi.org/10.35794/emba.3.4.2015.11493
Nalurita, F. (2015). The effect of profitability ratio, solvability ratio, market ratio on stock return. Business and Entrepreneurial Review, 15(1), 73–94. https://doi.org/10.25105/ber.v15i1.2080 DOI: https://doi.org/10.25105/ber.v15i1.2080
Naseer, M. M., Guo, Y., Bagh, T., & Zhu, X. (2024a). Sustainable investments in volatile times: Nexus of climate change risk, ESG practices, and market volatility. International Review of Financial Analysis, 95. https://doi.org/10.1016/j.irfa.2024.103492 DOI: https://doi.org/10.1016/j.irfa.2024.103492
Nugroho, A. Y., Asumpta, M., Marlina, E., & Ismawati, A. F. (2024). Analisis pengaruh environment, social, governance scores terhadap harga saham perusahaan yang terdaftar pada indeks sri kehati tahun 2020-2022. http://e-journal.unipma.ac.id/index.php/fiscal/
Nyimbili, F., & Nyimbili, L. (2024). Types of purposive sampling techniques with their examples and application in qualitative research studies. British Journal of Multidisciplinary and Advanced Studies, 5(1), 90–99. https://doi.org/10.37745/bjmas.2022.0419 DOI: https://doi.org/10.37745/bjmas.2022.0419
Porter, M. E., & van der Linde, C. (1995). Toward a new conception of the environment-competitiveness relationship. The Journal of Economic Perspectives, 9(4), 97–118. http://www.jstor.org/stable/2138392 DOI: https://doi.org/10.1257/jep.9.4.97
Prasetyo, K., & Tambunan, F. H. (2024). Pengaruh profitabilitas, leverage, dan ukuran perusahaan terhadap volatilitas harga saham. Akuntansiku, 3(4), 251–261. https://jurnalku.org/index.php/akun/article/view/1118/931 DOI: https://doi.org/10.54957/akuntansiku.v3i4.1118
Sahu, A. K., Debata, B. (2025). Firm-level climate risk exposure, ESG disclosure and stock liquidity: evidence from textual analysis. China Accounting and Finance Review, 27 (2): 181–209. https://doi.org/10.1108/CAFR-05-2024-0055 DOI: https://doi.org/10.1108/CAFR-05-2024-0055
Sandu, D. M. (2025). The impact of ESG risk disagreements on stock returns and volatility in Europe. Global Journal of Business, Economics and Management, 15(1), 1-10. https://doi.org/10.18844/gjbem.v15i1.9555 DOI: https://doi.org/10.18844/gjbem.v15i1.9555
Siswana, F. H., & Ratmono, D. (2024). Pengaruh environmental, social, and governance terhadap volatilitas harga saham dalam periode pandemi covid-19 dengan effective tax rate sebagai variabel moderasi. Diponegoro Journal of Accounting, 13(1), 1–15. http://ejournal-s1.undip.ac.id/index.php/accounting
Spence, M. (1973). Job market signaling. The Quarterly Journal of Economics, 87(3), 355–374. https://doi.org/10.2307/1882010 DOI: https://doi.org/10.2307/1882010
Sri, D., Dwi, R., & Rosvita, R. (2019). Pengantar akuntansi: Teori dan praktik (Edisi ke-1). CV Jejak (Jejak Publisher).
Sudrajat, J., & Setiyawati, H. (2021). Role of firm size and profitability on capital structures and its impact over firm value. Dinasti International Journal of Economics, Finance & Accounting, 2(1), 13–27. https://doi.org/10.38035/dijefa.v2i1.737 DOI: https://doi.org/10.38035/dijefa.v2i1.737
Sustainalytics. (2020). ESG Risk Ratings Methodology.
Talan, G., Sharma, G. D., Pareira, V., & Muschert, G. W. (2024). From ESG to holistic value addition: Rethinking sustainable investment from the lens of stakeholder theory. International Review of Economics and Finance, 96. https://doi.org/10.1016/j.iref.2024.103530 DOI: https://doi.org/10.1016/j.iref.2024.103530
Tarigan, A. C. O. br., & Pohan, H. T. (2025). Pengaruh ESG risk score terhadap return saham dengan nilai perusahaan sebagai variabel moderasi. Journal of Comprehensive Science, 4(8), 2600–2615. https://doi.org/10.59188/jcs.v4i8.3522 DOI: https://doi.org/10.59188/jcs.v4i8.3522
Topcu, M., & Gulal, O. S. (2020). The impact of covid-19 on emerging stock markets. Finance Research Letters, 101691. https://doi.org/10.1016/j.frl.2020.101691 DOI: https://doi.org/10.1016/j.frl.2020.101691
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