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

Volatilitas Pasar Saham Resiko ESG Resiko Perubahan Iklim Kinerja Keuangan

Article Details

How to Cite
Veraya, V., & Atmadji, E. (2026). Evaluasi dampak risiko perubahan iklim terhadap volatilitas pasar saham: Peran moderasi risiko ESG. Jurnal Kebijakan Ekonomi Dan Keuangan, 4(2), 214–229. https://doi.org/10.20885/JKEK.vol4.iss2.art9

References

  1. 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
  2. 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.
  3. 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
  4. Bodie, Zvi., Kane, Alex., & Marcus, A. J. (2024). Investments. McGraw Hill.
  5. 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
  6. 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
  7. 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.
  8. 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
  9. 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
  10. 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
  11. 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
  12. 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
  13. 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
  14. 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
  15. Hair, J., Joseph, F., Black, W., Babin, B., & Anderson, R. (2006). Multivariate Data Analysis (6th ed.). USA: Pearson.
  16. 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
  17. 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.
  18. Knight, R. (2020). A Refresher on Return on Assets. Harvard Business Review.
  19. 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.
  20. 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
  21. 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
  22. 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
  23. 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
  24. 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
  25. 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/
  26. 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
  27. 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
  28. 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
  29. 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
  30. 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
  31. 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
  32. 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
  33. Sri, D., Dwi, R., & Rosvita, R. (2019). Pengantar akuntansi: Teori dan praktik (Edisi ke-1). CV Jejak (Jejak Publisher).
  34. 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
  35. Sustainalytics. (2020). ESG Risk Ratings Methodology.
  36. 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
  37. 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
  38. 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
  39. Torang, S. (2012). Metode riset struktur dan perilaku organisasi. Bandung: Alfabeta.
  40. Wang, Y., & Deng, H. (2018). Expectations, behavior, and stock market volatility. Emerging Markets Finance and Trade, 54(14), 3235–3255. https://doi.org/10.1080/1540496X.2018.1498331 DOI: https://doi.org/10.1080/1540496X.2018.1498331
  41. Widodo, M. B. S. (2025). Dukung peningkatan inklusi dan literasi pasar modal, BRI Danareksa Sekuritas hadirkan inovasi investasi. VRITIMES. Diakses dari https://www.vritimes.com/id/articles/5106d236-5315-4a8d-b6b0-f194d25e5130/b0ea895c-1e2b-4611-9793-10bedb7af5af pada 21 Januari 2026.
  42. World Economic Forum. (2024). Global Risks Report 2024. World Economic Forum. Retrieved from https://www.weforum.org/publications/global-risks-report-2024 pada 27 September 2025.
  43. Wu, F., Zhu, B., & Tao, S. (2024). Can good ESG performance of listed companies reduce abnormal stock price volatility? Mediation effects based on investor attention. PLoS ONE, 19(9). https://doi.org/10.1371/journal.pone.0307535. DOI: https://doi.org/10.1371/journal.pone.0307535