IDEAS home Printed from https://ideas.repec.org/a/eee/riibaf/v77y2025ipbs0275531925002296.html

Temporal dynamics of firm-specific climate change exposure: A text-based approach

Author

Listed:
  • Treepongkaruna, Sirimon
  • Lhaopadchan, Suntharee
  • Jiraporn, Pornsit

Abstract

We investigate the temporal dynamics of firm-specific climate change exposure using a sophisticated dataset derived from innovative textual analysis of earnings conference calls. Our analysis reveals key trends in corporate climate change exposure. We confirm the rising climate peril hypothesis, showing a 2.85 % annual increase in exposure, after controlling for other factors. Regulatory risk has significantly increased, while physical risk remains stable, suggesting effective mitigation measures. New business opportunities have notably risen, highlighting firms' proactive stance towards sustainability. Our findings also reveal that firms with higher leverage experience a more rapid increase in climate change exposure, whereas firms with greater risk profiles see a slower rise over time. Exploiting a cutting-edge text-based dataset, our study offers valuable insights for policymakers, investors, and corporate leaders, stressing the need for robust risk management and strategic adaptation to address escalating climate-related risks.

Suggested Citation

  • Treepongkaruna, Sirimon & Lhaopadchan, Suntharee & Jiraporn, Pornsit, 2025. "Temporal dynamics of firm-specific climate change exposure: A text-based approach," Research in International Business and Finance, Elsevier, vol. 77(PB).
  • Handle: RePEc:eee:riibaf:v:77:y:2025:i:pb:s0275531925002296
    DOI: 10.1016/j.ribaf.2025.102973
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0275531925002296
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ribaf.2025.102973?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Zacharias Sautner & Laurence Van Lent & Grigory Vilkov & Ruishen Zhang, 2023. "Firm‐Level Climate Change Exposure," Journal of Finance, American Finance Association, vol. 78(3), pages 1449-1498, June.
    2. Marshall Burke & Solomon M. Hsiang & Edward Miguel, 2015. "Global non-linear effect of temperature on economic production," Nature, Nature, vol. 527(7577), pages 235-239, November.
    3. Jonatan Pinkse & Ans Kolk, 2010. "Challenges and trade‐offs in corporate innovation for climate change," Business Strategy and the Environment, Wiley Blackwell, vol. 19(4), pages 261-272, May.
    4. Liu, Weifeng & McKibbin, Warwick J. & Morris, Adele C. & Wilcoxen, Peter J., 2020. "Global economic and environmental outcomes of the Paris Agreement," Energy Economics, Elsevier, vol. 90(C).
    5. Emily Oster, 2019. "Unobservable Selection and Coefficient Stability: Theory and Evidence," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 37(2), pages 187-204, April.
    6. Tanakorn Likitapiwat & Pornsit Jiraporn & Sirimon Treepongkaruna, 2023. "Weathering exchange rates: estimating the effect of climate change vulnerability on foreign currency hedging using a text-based approach," Journal of Accounting Literature, Emerald Group Publishing Limited, vol. 46(4), pages 565-586, September.
    7. Jawad M Addoum & David T Ng & Ariel Ortiz-Bobea & Harrison Hong, 2020. "Temperature Shocks and Establishment Sales," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1331-1366.
    8. Tarek A Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2019. "Firm-Level Political Risk: Measurement and Effects," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(4), pages 2135-2202.
    9. Viput Ongsakul & Pandej Chintrakarn & Suwongrat Papangkorn & Pornsit Jiraporn, 2024. "Climate change exposure and dividend policy: evidence from textual analysis," International Journal of Accounting & Information Management, Emerald Group Publishing Limited, vol. 32(3), pages 475-501, January.
    10. Stefano Battiston & Antoine Mandel & Irene Monasterolo & Franziska Schütze & Gabriele Visentin, 2017. "A climate stress-test of the financial system," Nature Climate Change, Nature, vol. 7(4), pages 283-288, April.
    11. Magali A. Delmas & Michael W. Toffel, 2008. "Organizational responses to environmental demands: opening the black box," Strategic Management Journal, Wiley Blackwell, vol. 29(10), pages 1027-1055, October.
    12. Chatjuthamard, Pattanaporn & Singh, Simran & Jiraporn, Pornsit & Lee, Sang Mook, 2024. "Climate change exposure, shareholder wealth, and the adoption of the Paris agreement: A text-based approach," International Review of Financial Analysis, Elsevier, vol. 94(C).
    13. Robert G. Eccles & Ioannis Ioannou & George Serafeim, 2014. "The Impact of Corporate Sustainability on Organizational Processes and Performance," Management Science, INFORMS, vol. 60(11), pages 2835-2857, November.
    14. Bolton, Patrick & Kacperczyk, Marcin, 2021. "Do investors care about carbon risk?," Journal of Financial Economics, Elsevier, vol. 142(2), pages 517-549.
    15. Froot, Kenneth A. & Scharfstein, David S. & Stein, Jeremy C., 2008. "Risk management: coordinating corporate investment and financing policies," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 48(1), January.
    16. Kate Dooley & Ceecee Holz & Sivan Kartha & Sonja Klinsky & J. Timmons Roberts & Henry Shue & Harald Winkler & Tom Athanasiou & Simon Caney & Elizabeth Cripps & Navroz K. Dubash & Galen Hall & Paul G. , 2021. "Ethical choices behind quantifications of fair contributions under the Paris Agreement," Nature Climate Change, Nature, vol. 11(4), pages 300-305, April.
    17. Burke, Marshall & Hsiang, Solomon M & Miguel, Edward, 2015. "Global non-linear effect of temperature on economic production," Department of Economics, Working Paper Series qt3g72r0zv, Department of Economics, Institute for Business and Economic Research, UC Berkeley.
    18. Huynh, Thanh D. & Xia, Ying, 2021. "Climate Change News Risk and Corporate Bond Returns," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(6), pages 1985-2009, September.
    19. Allie Goldstein & Will R. Turner & Jillian Gladstone & David G. Hole, 2019. "The private sector’s climate change risk and adaptation blind spots," Nature Climate Change, Nature, vol. 9(1), pages 18-25, January.
    20. Javadi, Siamak & Masum, Abdullah-Al, 2021. "The impact of climate change on the cost of bank loans," Journal of Corporate Finance, Elsevier, vol. 69(C).
    21. Jensen, Michael C. & Meckling, William H., 2008. "Theory of the firm: managerial behavior, agency costs and ownership structure," RAE - Revista de Administração de Empresas, FGV-EAESP Escola de Administração de Empresas de São Paulo (Brazil), vol. 48(2), April.
    22. Darwin Choi & Zhenyu Gao & Wenxi Jiang, 2020. "Attention to Global Warming," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1112-1145.
    23. Ongsakul, Viput & Papangkorn, Suwongrat & Jiraporn, Pornsit, 2023. "Estimating the effect of climate change exposure on firm value using climate policy uncertainty: A text-based approach," Journal of Behavioral and Experimental Finance, Elsevier, vol. 40(C).
    24. Kahn, Matthew E. & Mohaddes, Kamiar & Ng, Ryan N.C. & Pesaran, M. Hashem & Raissi, Mehdi & Yang, Jui-Chung, 2021. "Long-term macroeconomic effects of climate change: A cross-country analysis," Energy Economics, Elsevier, vol. 104(C).
    25. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    26. Carl-Friedrich Schleussner & Joeri Rogelj & Michiel Schaeffer & Tabea Lissner & Rachel Licker & Erich M. Fischer & Reto Knutti & Anders Levermann & Katja Frieler & William Hare, 2016. "Science and policy characteristics of the Paris Agreement temperature goal," Nature Climate Change, Nature, vol. 6(9), pages 827-835, September.
    27. Lang, Larry & Ofek, Eli & Stulz, Rene M., 1996. "Leverage, investment, and firm growth," Journal of Financial Economics, Elsevier, vol. 40(1), pages 3-29, January.
    28. Hoberg, Gerard & Moon, S. Katie, 2017. "Offshore activities and financial vs operational hedging," Journal of Financial Economics, Elsevier, vol. 125(2), pages 217-244.
    29. Venturini, Alessio, 2022. "Climate change, risk factors and stock returns: A review of the literature," International Review of Financial Analysis, Elsevier, vol. 79(C).
    30. Chatjuthamard, Pattanaporn & Mook Lee, Sang & Kim, Young S. & Jiraporn, Pornsit & Potosky, Denise, 2024. "Climate change and shareholder value: Evidence from textual analysis and Trump’s unexpected victory," Journal of Business Research, Elsevier, vol. 180(C).
    31. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    32. Pongsapak Chindasombatcharoen & Pattanaporn Chatjuthamard & Pornsit Jiraporn & Nopparat Wongsinhirun, 2024. "Climate change exposure and the takeover market: A text‐based analysis," Business Strategy and the Environment, Wiley Blackwell, vol. 33(8), pages 8587-8592, December.
    33. Radoslav S. Dimitrov, 2016. "The Paris Agreement on Climate Change: Behind Closed Doors," Global Environmental Politics, MIT Press, vol. 16(3), pages 1-11, August.
    34. Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2016. "Measuring Economic Policy Uncertainty," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1593-1636.
    35. Frederik Dahlmann & Layla Branicki & Stephen Brammer, 2019. "Managing Carbon Aspirations: The Influence of Corporate Climate Change Targets on Environmental Performance," Journal of Business Ethics, Springer, vol. 158(1), pages 1-24, August.
    36. Ul-Durar, Shajara & Bakkar, Yassine & Arshed, Noman & Naveed, Shabana & Zhang, Beifan, 2025. "FinTech and economic readiness: Institutional navigation amid climate risks," Research in International Business and Finance, Elsevier, vol. 73(PA).
    37. Tim Loughran & Bill Mcdonald, 2011. "When Is a Liability Not a Liability? Textual Analysis, Dictionaries, and 10‐Ks," Journal of Finance, American Finance Association, vol. 66(1), pages 35-65, February.
    38. Bouyaddou, Youssef & Jebabli, Ikram, 2025. "Integration of investor behavioral perspective and climate change in reinforcement learning for portfolio optimization," Research in International Business and Finance, Elsevier, vol. 73(PB).
    39. Alexandra Lesnikowski & James Ford & Robbert Biesbroek & Lea Berrang-Ford & Michelle Maillet & Malcolm Araos & Stephanie E. Austin, 2017. "What does the Paris Agreement mean for adaptation?," Climate Policy, Taylor & Francis Journals, vol. 17(7), pages 825-831, October.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Basha, Shabeen Afsar & Benkraiem, Ramzi & Ben-Nasr, Hamdi & Masum, Abdullah-Al, 2025. "Does political risk exacerbate climate risk? Firm-level evidence," International Review of Financial Analysis, Elsevier, vol. 104(PA).
    2. He, Feng & Ren, Xingzi & Wang, Yueren & Lei, Xingfan, 2025. "Climate risk and corporate bond credit spreads," Journal of International Money and Finance, Elsevier, vol. 154(C).
    3. A. Hossain & A.-A. Masum & S. Saadi & R. Benkraiem & N. Das, 2023. "Firm-Level Climate Change Risk and CEO Equity Incentives," Post-Print hal-04434397, HAL.
    4. Chatjuthamard, Pattanaporn & Mook Lee, Sang & Kim, Young S. & Jiraporn, Pornsit & Potosky, Denise, 2024. "Climate change and shareholder value: Evidence from textual analysis and Trump’s unexpected victory," Journal of Business Research, Elsevier, vol. 180(C).
    5. Chatjuthamard, Pattanaporn & Singh, Simran & Jiraporn, Pornsit & Lee, Sang Mook, 2024. "Climate change exposure, shareholder wealth, and the adoption of the Paris agreement: A text-based approach," International Review of Financial Analysis, Elsevier, vol. 94(C).
    6. Shima Amini & Sofia Johan & Eilnaz Kashefi-Pour & Abdulkadir Mohamed, 2025. "Climate change risk, investor sentiment, and the performance of new entrant firms," Small Business Economics, Springer, vol. 65(4), pages 2539-2566, December.
    7. Ongsakul, Viput & Papangkorn, Suwongrat & Jiraporn, Pornsit, 2023. "Estimating the effect of climate change exposure on firm value using climate policy uncertainty: A text-based approach," Journal of Behavioral and Experimental Finance, Elsevier, vol. 40(C).
    8. Jinyu Chen & Xinyu Guo & Yuan Geng & Ran Liu, 2025. "Climate risk and trade credit financing: Evidence from China," International Journal of Finance & Economics, John Wiley & Sons, Ltd., vol. 30(3), pages 2514-2535, July.
    9. Hossain, Ashrafee & Rjiba, Hatem & Zhang, Dongyang, 2023. "Ex-ante litigation risk and firm-level climate-change exposure," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 731-746.
    10. Kuntal K. Das & Mona Yaghoubi, 2025. "Climate Sentiment-Induced Stock Liquidity," Working Papers in Economics 25/12, University of Canterbury, Department of Economics and Finance.
    11. Hossain, Ashrafee & Masum, Abdullah-Al & Benkraiem, Ramzi, 2024. "Long-term institutional investors and climate change news Beta," Journal of Corporate Finance, Elsevier, vol. 89(C).
    12. Doruk, Ömer Tuğsal, 2025. "Climate change exposure and firm value: Evidence from low and middle income economies," Finance Research Letters, Elsevier, vol. 85(PB).
    13. Choi, Sanghak & Jung, Hail & Kim, Daejin, 2025. "Climate change risk and the marginal value of cash holdings," Research in International Business and Finance, Elsevier, vol. 79(C).
    14. Bardos, Katsiaryna Salavei & Mishra, Dev R. & Somé, Hyacinthe Y., 2025. "Firm-level climate sentiments, climate politics and implied cost of equity capital," Journal of Corporate Finance, Elsevier, vol. 94(C).
    15. Wang, Zhen & Wu, Kai, 2025. "How do institutional investors respond to climate change exposure? International evidence," Global Finance Journal, Elsevier, vol. 68(C).
    16. Adhikari, Hari P. & More, Deepak G. & Sah, Nilesh B., 2025. "Climate change exposure and short-termism: Evidence from net trade credit," International Review of Financial Analysis, Elsevier, vol. 103(C).
    17. Hossain, Ashrafee T. & Masum, Abdullah-Al, 2022. "Does corporate social responsibility help mitigate firm-level climate change risk?," Finance Research Letters, Elsevier, vol. 47(PB).
    18. Chen, Yiyang & Mamon, Rogemar & Spagnolo, Fabio & Spagnolo, Nicola, 2025. "Stock market returns and climate risk in the U.S," Journal of Multinational Financial Management, Elsevier, vol. 77(C).
    19. Huang, Shupei & Wang, Xinya & Xue, Yi & Zhang, Xinzhi, 2025. "CEOS’ climate risk perception bias and corporate debt structure," Journal of International Money and Finance, Elsevier, vol. 151(C).
    20. Ongsakul, Viput & Chatjuthamard, Pattanaporn & Chintrakarn, Pandej & Jiraporn, Pornsit, 2025. "Climate change exposure in uncertain times: A text-based approach," International Review of Economics & Finance, Elsevier, vol. 100(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • M14 - Business Administration and Business Economics; Marketing; Accounting; Personnel Economics - - Business Administration - - - Corporate Culture; Diversity; Social Responsibility

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:riibaf:v:77:y:2025:i:pb:s0275531925002296. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/locate/ribaf .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.