IDEAS home Printed from https://ideas.repec.org/a/eee/glofin/v63y2024ics1044028324001248.html

Value of climate change news: A textual analysis

Author

Listed:
  • Allahdadi, Mohammad R.
  • Fretheim, Torun
  • Vindedal, Kjetil

Abstract

There is a growing consensus that climate change poses a financial material risk to investors. In the face of escalating climate change risks, investors are seeking strategies to safeguard their portfolios. Building on a growing literature that combines textual analysis and dynamic hedging approach, we propose a method to construct portfolios of publicly traded assets that dynamically hedge climate change risk in the Norwegian stock market.

Suggested Citation

  • Allahdadi, Mohammad R. & Fretheim, Torun & Vindedal, Kjetil, 2024. "Value of climate change news: A textual analysis," Global Finance Journal, Elsevier, vol. 63(C).
    • Handle: RePEc:eee:glofin:v:63:y:2024:i:c:s1044028324001248
    DOI: 10.1016/j.gfj.2024.101052
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S1044028324001248
    Download Restriction: Full text for ScienceDirect subscribers only
    File URL: https://libkey.io/10.1016/j.gfj.2024.101052?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. Vegard H. Larsen & Leif Anders Thorsrud, 2015. "The Value of News," Working Papers No 6/2015, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
    2. Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
    3. Sakis Kotsantonis & George Serafeim, 2019. "Four Things No One Will Tell You About ESG Data," Journal of Applied Corporate Finance, Morgan Stanley, vol. 31(2), pages 50-58, June.
    4. Robert F Engle & Stefano Giglio & Bryan Kelly & Heebum Lee & Johannes Stroebel, 2020. "Hedging Climate Change News," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1184-1216.
    5. Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, John Wiley & Sons, Ltd., vol. 54(4), pages 1187-1230, September.
    6. Zerbib, Olivier David, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 39-60.
    7. Bua, Giovanna & Kapp, Daniel & Ramella, Federico & Rognone, Lavinia, 2022. "Transition versus physical climate risk pricing in European financial markets: a text-based approach," Working Paper Series 2677, European Central Bank.
    8. Lamont, Owen A., 2001. "Economic tracking portfolios," Journal of Econometrics, Elsevier, vol. 105(1), pages 161-184, November.
    9. 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.
    10. Leif Anders Thorsrud, 2020. "Words are the New Numbers: A Newsy Coincident Index of the Business Cycle," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 38(2), pages 393-409, April.
    11. David Ardia & Keven Bluteau & Kris Boudt & Koen Inghelbrecht, 2023. "Climate Change Concerns and the Performance of Green vs. Brown Stocks," Management Science, INFORMS, vol. 69(12), pages 7607-7632, December.
    12. 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.
    13. Florian Berg & Julian F Kölbel & Roberto Rigobon, 2022. "Aggregate Confusion: The Divergence of ESG Ratings [Corporate social responsibility and firm risk: theory and empirical evidence]," Review of Finance, European Finance Association, vol. 26(6), pages 1315-1344.
    14. Paul C. Tetlock, 2007. "Giving Content to Investor Sentiment: The Role of Media in the Stock Market," Journal of Finance, American Finance Association, vol. 62(3), pages 1139-1168, June.
    15. Po‐Hsuan Hsu & Kai Li & Chi‐Yang Tsou, 2023. "The Pollution Premium," Journal of Finance, American Finance Association, vol. 78(3), pages 1343-1392, June.
    16. Black, Fischer & Scholes, Myron S, 1973. "The Pricing of Options and Corporate Liabilities," Journal of Political Economy, University of Chicago Press, vol. 81(3), pages 637-654, May-June.
    17. Felix Kapfhammer & Vegard H. Larsen & Leif Anders Thorsrud, 2020. "Climate risk and commodity currencies," Working Paper 2020/18, Norges Bank.
    18. Aswani, Jitendra & Raghunandan, Aneesh & Rajgopal, Shivaram, 2024. "Are carbon emissions associated with stock returns?," LSE Research Online Documents on Economics 118364, London School of Economics and Political Science, LSE Library.
    19. Pedersen, Lasse Heje & Fitzgibbons, Shaun & Pomorski, Lukasz, 2021. "Responsible investing: The ESG-efficient frontier," Journal of Financial Economics, Elsevier, vol. 142(2), pages 572-597.
    20. Jitendra Aswani & Aneesh Raghunandan & Shiva Rajgopal, 2024. "Are Carbon Emissions Associated with Stock Returns?—Reply," Review of Finance, European Finance Association, vol. 28(1), pages 111-115.
    21. Bali, Turan G. & Brown, Stephen J. & Caglayan, Mustafa O., 2014. "Macroeconomic risk and hedge fund returns," Journal of Financial Economics, Elsevier, vol. 114(1), pages 1-19.
    22. Marie Bessec & Julien Fouquau, 2024. "A Green Wave in Media: A Change of Tack in Stock Markets," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 86(5), pages 1026-1057, October.
    23. Bolton, Patrick & Kacperczyk, Marcin, 2021. "Do investors care about carbon risk?," Journal of Financial Economics, Elsevier, vol. 142(2), pages 517-549.
    24. Jitendra Aswani & Aneesh Raghunandan & Shiva Rajgopal, 2024. "Are Carbon Emissions Associated with Stock Returns?," Review of Finance, European Finance Association, vol. 28(1), pages 75-106.
    25. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2021. "Sustainable investing in equilibrium," Journal of Financial Economics, Elsevier, vol. 142(2), pages 550-571.
    26. K. Thomas Liaw, 2020. "Survey of Green Bond Pricing and Investment Performance," JRFM, MDPI, vol. 13(9), pages 1-12, August.
    27. Moritz Immel & Britta Hachenberg & Florian Kiesel & Dirk Schiereck, 2022. "Green Bonds: Shades of Green and Brown," Springer Books, in: Marielle de Jong & Dan diBartolomeo (ed.), Risks Related to Environmental, Social and Governmental Issues (ESG), pages 21-34, Springer.
    28. Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2022. "Dissecting green returns," Journal of Financial Economics, Elsevier, vol. 146(2), pages 403-424.
    29. Vegard Høghaug Larsen & Leif Anders Thorsrud, 2022. "Asset returns, news topics, and media effects," Scandinavian Journal of Economics, Wiley Blackwell, vol. 124(3), pages 838-868, July.
    30. Mikheil Esakia & Felix Goltz, 2023. "Targeting Macroeconomic Exposures in Equity Portfolios: A Firm-Level Measurement Approach for Out-of-Sample Robustness," Financial Analysts Journal, Taylor & Francis Journals, vol. 79(1), pages 37-57, January.
    31. Malcolm Baker & Daniel Bergstresser & George Serafeim & Jeffrey Wurgler, 2022. "The Pricing and Ownership of US Green Bonds," Annual Review of Financial Economics, Annual Reviews, vol. 14(1), pages 415-437, November.
    32. Avramov, Doron & Cheng, Si & Lioui, Abraham & Tarelli, Andrea, 2022. "Sustainable investing with ESG rating uncertainty," Journal of Financial Economics, Elsevier, vol. 145(2), pages 642-664.
    33. Mats Andersson & Patrick Bolton & Frédéric Samama, 2016. "Hedging Climate Risk," Financial Analysts Journal, Taylor & Francis Journals, vol. 72(3), pages 13-32, May.
    34. Faccini, Renato & Matin, Rastin & Skiadopoulos, George, 2023. "Dissecting climate risks: Are they reflected in stock prices?," Journal of Banking & Finance, Elsevier, vol. 155(C).
    35. 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.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Liu, Dan, 2025. "Seeing is believing: Forecasting oil market returns with artificial intelligence-powered visual climate change perception," Global Finance Journal, Elsevier, vol. 68(C).
    2. Su, Jiaming & Wang, Yongqiao, 2025. "Hydroclimatic risk mispricing: Evidence from China," Global Finance Journal, Elsevier, vol. 67(C).

    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. Horn, Matthias & Oehler, Andreas & Dabbous, Amal & Croutzet, Alexandre, 2025. "The relation between environmental awareness and stock returns," International Review of Economics & Finance, Elsevier, vol. 103(C).
    2. Wong, Jin Boon & Zhang, Qin, 2025. "The impact of political risks on carbon emissions," Energy Economics, Elsevier, vol. 141(C).
    3. Faccini, Renato & Matin, Rastin & Skiadopoulos, George, 2023. "Dissecting climate risks: Are they reflected in stock prices?," Journal of Banking & Finance, Elsevier, vol. 155(C).
    4. Benchora, Inessa & Leroy, Aurélien & Raffestin, Louis, 2025. "Is monetary policy transmission green?," Economic Modelling, Elsevier, vol. 144(C).
    5. Alves, Rómulo & Krüger, Philipp & van Dijk, Mathijs, 2025. "Drawing up the bill: Are ESG ratings related to stock returns around the world?," Journal of Corporate Finance, Elsevier, vol. 93(C).
    6. Pham, Linh & Kamal, Javed Bin, 2024. "Blessings or curse: How do media climate change concerns affect commodity tail risk spillovers?," Journal of Commodity Markets, Elsevier, vol. 34(C).
    7. Cartellier, Fanny & Tankov, Peter & Zerbib, Olivier David, 2025. "Can investors curb greenwashing?," Journal of Economic Dynamics and Control, Elsevier, vol. 180(C).
    8. Carina Cuculiza & Alok Kumar & Wei Xin & Chendi Zhang, 2026. "Temperature Sensitivity, Mispricing, and Predictable Returns," Management Science, INFORMS, vol. 72(3), pages 1918-1958, March.
    9. Liang, Hao & Ng, Lilian & Yoon, Aaron, 2025. "Editorial: What have we learned about green and climate finance?," The British Accounting Review, Elsevier, vol. 57(5).
    10. Nguyen, Minh Nhat & Liu, Ruipeng & Li, Youwei, 2025. "Performance of energy ETFs and climate risks," Energy Economics, Elsevier, vol. 141(C).
    11. Hambel, Christoph & van der Ploeg, Frederick, 2025. "Policy transition risk, carbon premiums, and asset prices," Journal of Monetary Economics, Elsevier, vol. 152(C).
    12. Kim, Sehoon & Kumar, Nitish & Lee, Jongsub & Oh, Junho, 2025. "ESG lending," Journal of Financial Economics, Elsevier, vol. 173(C).
    13. Hu, Duni & Wang, Hailong, 2026. "An equilibrium asset pricing model with heterogeneous beliefs about climate risks," International Review of Financial Analysis, Elsevier, vol. 109(C).
    14. Del Giudice, Alfonso & Rigamonti, Silvia & Signori, Andrea, 2025. "Climate change risk and green bond pricing," Journal of Empirical Finance, Elsevier, vol. 82(C).
    15. Prodosh Eugene Simlai, 2025. "Non-Pecuniary Risk, ESG Ratings, and Expected Stock Returns," Sustainability, MDPI, vol. 17(16), pages 1-24, August.
    16. Fliegel, Philip, 2025. "“Brown” Risk or “Green” Opportunity? The dynamic pricing of climate transition risk on global financial markets," Energy Economics, Elsevier, vol. 145(C).
    17. Lu, Xinjie & Zeng, Qing & Huang, Yisu & Wu, Hanlin, 2025. "Management climate risk concern and corporate bond credit spread," Journal of International Money and Finance, Elsevier, vol. 153(C).
    18. Yan, Guan & Li, Fanglin & Liu, Zhidong & Zhou, Lu Jolly, 2025. "Climate risk concern and green premium in the stock market: Evidence from China," Finance Research Letters, Elsevier, vol. 84(C).
    19. Alam, Zinat & Hossain, Miran & Wang, Lingling, 2025. "The economic and cultural motives of green price premium," The British Accounting Review, Elsevier, vol. 57(5).
    20. David Ardia & Keven Bluteau & Kris Boudt & Koen Inghelbrecht, 2023. "Climate Change Concerns and the Performance of Green vs. Brown Stocks," Management Science, INFORMS, vol. 69(12), pages 7607-7632, December.

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;

    JEL classification:

    • C63 - Mathematical and Quantitative Methods - - Mathematical Methods; Programming Models; Mathematical and Simulation Modeling - - - Computational Techniques
    • G11 - Financial Economics - - General Financial Markets - - - Portfolio Choice; Investment Decisions
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

    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:glofin:v:63:y:2024:i:c:s1044028324001248. 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/inca/620162 .

    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.