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Climate change exposure, shareholder wealth, and the adoption of the Paris agreement: A text-based approach

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  • Chatjuthamard, Pattanaporn
  • Singh, Simran
  • Jiraporn, Pornsit
  • Lee, Sang Mook

Abstract

Taking advantage of a distinctive measure of firm-specific exposure to climate change derived from sophisticated textual analysis, we examine the effect of climate change exposure on shareholder value using the signing of the Paris climate agreement. We find that companies more exposed to climate change experience more favorable market reactions to the adoption of the agreement. Specifically, a rise in climate change exposure by one standard deviation improves market reactions by 7.3%–8.8%. Further analysis corroborates the results, including propensity score matching, entropy balancing, an instrumental-variable analysis and Oster (2019) assessment of coefficient stability. Notably and somewhat surprisingly, the positive market reactions can be more attributed to the new business opportunities associated with the actions enabled by the Paris agreement than to the reduction in the physical and regulatory risk.

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  • 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).
  • Handle: RePEc:eee:finana:v:94:y:2024:i:c:s105752192400259x
    DOI: 10.1016/j.irfa.2024.103327
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    as
    1. Arthur Lewbel, 2012. "Using Heteroscedasticity to Identify and Estimate Mismeasured and Endogenous Regressor Models," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 30(1), pages 67-80.
    2. Miller, Merton H & Rock, Kevin, 1985. "Dividend Policy under Asymmetric Information," Journal of Finance, American Finance Association, vol. 40(4), pages 1031-1051, September.
    3. 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.
    4. Jeff L. McMullin & Bryce Schonberger, 2020. "Entropy-balanced accruals," Review of Accounting Studies, Springer, vol. 25(1), pages 84-119, March.
    5. Christopher F Baum & Arthur Lewbel, 2019. "Advice on using heteroskedasticity-based identification," Stata Journal, StataCorp LP, vol. 19(4), pages 757-767, December.
    6. Stefano Giglio & Matteo Maggiori & Krishna Rao & Johannes Stroebel & Andreas Weber & Stijn Van Nieuwerburgh, 2021. "Climate Change and Long-Run Discount Rates: Evidence from Real Estate [Abrupt climate change]," The Review of Financial Studies, Society for Financial Studies, vol. 34(8), pages 3527-3571.
    7. Tim Loughran & Bill Mcdonald, 2016. "Textual Analysis in Accounting and Finance: A Survey," Journal of Accounting Research, Wiley Blackwell, vol. 54(4), pages 1187-1230, September.
    8. Michaely, Roni & Vila, Jean-Luc, 1995. "Investors' Heterogeneity, Prices, and Volume around the Ex-Dividend Day," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 30(2), pages 171-198, June.
    9. Hainmueller, Jens, 2012. "Entropy Balancing for Causal Effects: A Multivariate Reweighting Method to Produce Balanced Samples in Observational Studies," Political Analysis, Cambridge University Press, vol. 20(1), pages 25-46, January.
    10. 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.
    11. Almeida, Heitor & Fos, Vyacheslav & Kronlund, Mathias, 2016. "The real effects of share repurchases," Journal of Financial Economics, Elsevier, vol. 119(1), pages 168-185.
    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. 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).
    14. Gustavo Grullon & Roni Michaely, 2002. "Dividends, Share Repurchases, and the Substitution Hypothesis," Journal of Finance, American Finance Association, vol. 57(4), pages 1649-1684, August.
    15. Michael Barnett & William Brock & Lars Peter Hansen & Harrison Hong, 2020. "Pricing Uncertainty Induced by Climate Change," The Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1024-1066.
    16. DeAngelo, Harry & DeAngelo, Linda & Stulz, Rene M., 2006. "Dividend policy and the earned/contributed capital mix: a test of the life-cycle theory," Journal of Financial Economics, Elsevier, vol. 81(2), pages 227-254, August.
    17. Hsu, Audrey Wen-hsin & Wang, Tawei, 2013. "Does the market value corporate response to climate change?," Omega, Elsevier, vol. 41(2), pages 195-206.
    18. 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.
    19. Yevheniia Antoniuk & Thomas Leirvik, 2024. "Climate change events and stock market returns," Journal of Sustainable Finance & Investment, Taylor & Francis Journals, vol. 14(1), pages 42-67, January.
    20. 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.
    21. Pandej Chintrakarn & Pornsit Jiraporn & Shenghui Tong & Napatsorn Jiraporn & Richard Proctor, 2020. "How do independent directors view corporate social responsibility (CSR)? Evidence from a quasi‐natural experiment," The Financial Review, Eastern Finance Association, vol. 55(4), pages 697-716, November.
    22. von Eije, Henk & Megginson, William L., 2008. "Dividends and share repurchases in the European Union," Journal of Financial Economics, Elsevier, vol. 89(2), pages 347-374, August.
    23. Tim Loughran & Bill McDonald, 2020. "Textual Analysis in Finance," Annual Review of Financial Economics, Annual Reviews, vol. 12(1), pages 357-375, December.
    24. Chatjuthamard, Pattanaporn & Ongsakul, Viput & Jiraporn, Pornsit, 2022. "Corporate complexity, managerial myopia, and hostile takeover exposure: Evidence from textual analysis," Journal of Behavioral and Experimental Finance, Elsevier, vol. 33(C).
    25. Ashrafee Hossain & Abdullah‐al Masum & Samir Saadi & Ramzi Benkraiem & Nirmol Das, 2023. "Firm-Level Climate Change Risk and CEO Equity Incentives," Post-Print hal-04434397, HAL.
    26. Easterbrook, Frank H, 1984. "Two Agency-Cost Explanations of Dividends," American Economic Review, American Economic Association, vol. 74(4), pages 650-659, September.
    27. Giuliana Birindelli & Helen Chiappini, 2021. "Climate change policies: Good news or bad news for firms in the European Union?," Corporate Social Responsibility and Environmental Management, John Wiley & Sons, vol. 28(2), pages 831-848, March.
    28. Franklin Allen & Antonio E. Bernardo & Ivo Welch, 2000. "A Theory of Dividends Based on Tax Clienteles," Journal of Finance, American Finance Association, vol. 55(6), pages 2499-2536, December.
    29. Lee H. Seltzer & Laura Starks & Qifei Zhu, 2022. "Climate Regulatory Risk and Corporate Bonds," NBER Working Papers 29994, National Bureau of Economic Research, Inc.
    30. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    31. Pornsit Jiraporn & Jang‐Chul Kim & Young Sang Kim, 2011. "Dividend Payouts and Corporate Governance Quality: An Empirical Investigation," The Financial Review, Eastern Finance Association, vol. 46(2), pages 251-279, May.
    32. Ongsakul, Viput & Chatjuthamard, Pattanaporn & Jiraporn, Pornsit & Chaivisuttangkun, Sirithida, 2021. "Corporate integrity and hostile takeover threats: Evidence from machine learning and “CEO luck”," Journal of Behavioral and Experimental Finance, Elsevier, vol. 32(C).
    33. Chindasombatcharoen, Pongsapak & Chatjuthamard, Pattanaporn & Jiraporn, Pornsit, 2023. "Corporate culture, cultural diversification, and independent directors: Evidence from earnings conference calls," Journal of Behavioral and Experimental Finance, Elsevier, vol. 37(C).
    34. Treepongkaruna, Sirimon & Kyaw, Khine & Jiraporn, Pornsit, 2022. "Shareholder litigation rights and ESG controversies: A quasi-natural experiment," International Review of Financial Analysis, Elsevier, vol. 84(C).
    35. Rantapuska, Elias, 2008. "Ex-dividend day trading: Who, how, and why?: Evidence from the Finnish market," Journal of Financial Economics, Elsevier, vol. 88(2), pages 355-374, May.
    36. Ho, Thang, 2022. "Climate change news sensitivity and mutual fund performance," International Review of Financial Analysis, Elsevier, vol. 83(C).
    37. 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.
    38. Chintrakarn, Pandej & Jiraporn, Pornsit & Treepongkaruna, Sirimon & Mook Lee, Sang, 2022. "The effect of board independence on dividend payouts: A quasi-natural experiment," The North American Journal of Economics and Finance, Elsevier, vol. 63(C).
    39. Hietala, Pekka T., 1990. "Equity markets and personal taxation : The ex-dividend day behaviour of Finnish stock prices," Journal of Banking & Finance, Elsevier, vol. 14(2-3), pages 327-350, August.
    40. Bernstein, Asaf & Gustafson, Matthew T. & Lewis, Ryan, 2019. "Disaster on the horizon: The price effect of sea level rise," Journal of Financial Economics, Elsevier, vol. 134(2), pages 253-272.
    41. Rebecca Henderson & George Serafeim, 2020. "Tackling Climate Change Requires Organizational Purpose," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 177-180, May.
    42. Tanakorn Likitapiwat & Sirimon Treepongkaruna & Pornsit Jiraporn & Ali Uyar, 2022. "Corporate Culture, Innovation, and Female Board Representation: Evidence from Earnings Conference Calls," Quarterly Journal of Finance (QJF), World Scientific Publishing Co. Pte. Ltd., vol. 12(04), pages 1-37, December.
    43. Kalay, Avner, 1982. "Stockholder-bondholder conflict and dividend constraints," Journal of Financial Economics, Elsevier, vol. 10(2), pages 211-233, July.
    44. Yang, Lu & Hamori, Shigeyuki, 2023. "Modeling the global sovereign credit network under climate change," International Review of Financial Analysis, Elsevier, vol. 87(C).
    45. 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.
    46. Painter, Marcus, 2020. "An inconvenient cost: The effects of climate change on municipal bonds," Journal of Financial Economics, Elsevier, vol. 135(2), pages 468-482.
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    More about this item

    Keywords

    Climate change; Climate change exposure; Paris agreement; Event study; Shareholder wealth; Stock market reactions;
    All these keywords.

    JEL classification:

    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth
    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill

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