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Climate change and shareholder value: Evidence from textual analysis and Trump’s unexpected victory

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  • Chatjuthamard, Pattanaporn
  • Mook Lee, Sang
  • Kim, Young S.
  • Jiraporn, Pornsit
  • Potosky, Denise

Abstract

Exploiting a novel measure of firm-specific exposure to climate change generated from cutting-edge machine learning algorithms, we explore the effect of climate change vulnerability on shareholder wealth using Donald Trump’s unexpected election victory in 2016. Our results demonstrate that companies more vulnerable to climate change experienced significantly more adverse market reactions when Trump was elected. Considering Trump’s public skepticism on climate change, investors expected him to oppose actions that seriously addressed climate change, resulting in more negative consequences for firms with higher climate change exposure. Our results provide compelling evidence that the positions taken by politicians on climate change directly impact firm value and shareholder wealth. Our findings suggest that elections have significant ramifications on financial and capital markets and that climate change is a crucially important issue for shareholders and investors.

Suggested Citation

  • 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).
    • Handle: RePEc:eee:jbrese:v:180:y:2024:i:c:s0148296324002327
    DOI: 10.1016/j.jbusres.2024.114728
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    as
    1. Jeff L. McMullin & Bryce Schonberger, 2020. "Entropy-balanced accruals," Review of Accounting Studies, Springer, vol. 25(1), pages 84-119, March.
    2. 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.
    3. Refk Selmi & Jamal Bouoiyour, 2020. "The financial costs of political uncertainty: Evidence from the 2016 US presidential elections," Scottish Journal of Political Economy, Scottish Economic Society, vol. 67(2), pages 166-185, May.
    4. 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.
    5. Belo, Frederico & Gala, Vito D. & Li, Jun, 2013. "Government spending, political cycles, and the cross section of stock returns," Journal of Financial Economics, Elsevier, vol. 107(2), pages 305-324.
    6. Kyle Handley & Nuno Limão, 2018. "Trade and Investment under Policy Uncertainty: Theory and Firm Evidence," World Scientific Book Chapters, in: Policy Externalities and International Trade Agreements, chapter 4, pages 89-122, World Scientific Publishing Co. Pte. Ltd..
    7. 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.
    8. 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.
    9. Stefano Ramelli & Alexander F Wagner & Richard J Zeckhauser & Alexandre Ziegler, 2021. "Investor Rewards to Climate Responsibility: Stock-Price Responses to the Opposite Shocks of the 2016 and 2020 U.S. Elections [Asset pricing with liquidity risk]," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 10(4), pages 748-787.
    10. Ralph S. J. Koijen & Tomas J. Philipson & Harald Uhlig, 2016. "Financial Health Economics," Econometrica, Econometric Society, vol. 84, pages 195-242, January.
    11. Eisenbach, Thomas M. & Schmalz, Martin C., 2016. "Anxiety in the face of risk," Journal of Financial Economics, Elsevier, vol. 121(2), pages 414-426.
    12. 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.
    13. Chintrakarn, Pandej & Jiraporn, Pornsit & Tong, Shenghui & Chatjuthamard, Pattanaporn, 2015. "Estimating the effect of entrenched boards on firm value using geographic identification," Finance Research Letters, Elsevier, vol. 12(C), pages 109-116.
    14. Pornsit Jiraporn & Napatsorn Jiraporn & Adisak Boeprasert & Kiyoung Chang, 2014. "Does Corporate Social Responsibility (CSR) Improve Credit Ratings? Evidence from Geographic Identification," Financial Management, Financial Management Association International, vol. 43(3), pages 505-531, September.
    15. Alberto Alesina & Silvia Ardagna & Giuseppe Nicoletti & Fabio Schiantarelli, 2005. "Regulation And Investment," Journal of the European Economic Association, MIT Press, vol. 3(4), pages 791-825, June.
    16. Habib, Ahsan & Hasan, Mostafa Monzur, 2019. "Corporate life cycle research in accounting, finance and corporate governance: A survey, and directions for future research," International Review of Financial Analysis, Elsevier, vol. 61(C), pages 188-201.
    17. R. Glenn Hubbard, 1998. "Capital-Market Imperfections and Investment," Journal of Economic Literature, American Economic Association, vol. 36(1), pages 193-225, March.
    18. 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.
    19. Hsu, Audrey Wen-hsin & Wang, Tawei, 2013. "Does the market value corporate response to climate change?," Omega, Elsevier, vol. 41(2), pages 195-206.
    20. Tim Loughran & Bill McDonald, 2020. "Textual Analysis in Finance," Annual Review of Financial Economics, Annual Reviews, vol. 12(1), pages 357-375, December.
    21. Michael Siemer & Adrien Verdelhan & Francois Gourio, 2015. "Uncertainty and International Capital Flows," 2015 Meeting Papers 880, Society for Economic Dynamics.
    22. Wagner, Alexander F. & Zeckhauser, Richard J. & Ziegler, Alexandre, 2018. "Company stock price reactions to the 2016 election shock: Trump, taxes, and trade," Journal of Financial Economics, Elsevier, vol. 130(2), pages 428-451.
    23. Easterbrook, Frank H, 1984. "Two Agency-Cost Explanations of Dividends," American Economic Review, American Economic Association, vol. 74(4), pages 650-659, September.
    24. Millon-Cornett, Marcia H. & Tehranian, Hassan, 1989. "Stock market reactions to the depository institutions deregulation and monetary control act of 1980," Journal of Banking & Finance, Elsevier, vol. 13(1), pages 81-100, March.
    25. Balogh, Attila & Creedy, Usha & Wright, Danika, 2022. "Time to acquire: Regulatory burden and M&A activity," International Review of Financial Analysis, Elsevier, vol. 82(C).
    26. 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.
    27. Christian Engau & Volker Hoffmann, 2011. "Corporate response strategies to regulatory uncertainty: evidence from uncertainty about post-Kyoto regulation," Policy Sciences, Springer;Society of Policy Sciences, vol. 44(1), pages 53-80, March.
    28. Bryan Kelly & Ľuboš Pástor & Pietro Veronesi, 2016. "The Price of Political Uncertainty: Theory and Evidence from the Option Market," Journal of Finance, American Finance Association, vol. 71(5), pages 2417-2480, October.
    29. 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).
    30. Jensen, Michael C. & Meckling, William H., 1976. "Theory of the firm: Managerial behavior, agency costs and ownership structure," Journal of Financial Economics, Elsevier, vol. 3(4), pages 305-360, October.
    31. 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.
    32. Odou, Philippe & Schill, Marie, 2020. "How anticipated emotions shape behavioral intentions to fight climate change," Journal of Business Research, Elsevier, vol. 121(C), pages 243-253.
    33. Sudheer Chava, 2014. "Environmental Externalities and Cost of Capital," Management Science, INFORMS, vol. 60(9), pages 2223-2247, September.
    34. Gabriele Pellegrino, 2018. "Barriers to innovation in young and mature firms," Journal of Evolutionary Economics, Springer, vol. 28(1), pages 181-206, January.
    35. Ramnath, Sundaresh & Rock, Steve & Shane, Philip, 2008. "The financial analyst forecasting literature: A taxonomy with suggestions for further research," International Journal of Forecasting, Elsevier, vol. 24(1), pages 34-75.
    36. 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.
    37. Rebecca Henderson & George Serafeim, 2020. "Tackling Climate Change Requires Organizational Purpose," AEA Papers and Proceedings, American Economic Association, vol. 110, pages 177-180, May.
    38. Brown, Stephen J. & Warner, Jerold B., 1985. "Using daily stock returns : The case of event studies," Journal of Financial Economics, Elsevier, vol. 14(1), pages 3-31, March.
    39. Rashidi-Sabet, Siavash & Madhavaram, Sreedhar & Parvatiyar, Atul, 2022. "Strategic solutions for the climate change social dilemma: An integrative taxonomy, a systematic review, and research agenda," Journal of Business Research, Elsevier, vol. 146(C), pages 619-635.
    40. Petra Andries & Koenraad Debackere, 2007. "Adaptation and Performance in New Businesses: Understanding the Moderating Effects of Independence and Industry," Small Business Economics, Springer, vol. 29(1), pages 81-99, June.
    41. 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.
    42. 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.
    43. 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).
    44. 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.
    45. Sanford J. Grossman & Oliver D. Hart, 1980. "Takeover Bids, the Free-Rider Problem, and the Theory of the Corporation," Bell Journal of Economics, The RAND Corporation, vol. 11(1), pages 42-64, Spring.
    46. 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).
    47. 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.
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