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Does Climate Change News Matter?

Author

Listed:
  • Jovelyn Ferrer

    (School of Management, Universidad de Los Andes, Bogotá 111711, Colombia)

  • Juliana Malagon

    (School of Management, Universidad de Los Andes, Bogotá 111711, Colombia)

  • Enrique ter Horst

    (School of Management, Universidad de Los Andes, Bogotá 111711, Colombia)

Abstract

We explore the importance of climate change as a news topic and examine the relationship between climate change news and financial returns using a large news database that consists of more than 4 million news stories. We use multinomial inverse regression—a Bayesian approach capable of handling the multi-dimensionality of our data—to translate news into a quantifiable input. We also build a climate change dictionary from different sources to identify climate change related words. We find that climate change is a persistent topic in our news universe, which indicates that it is a relevant news topic. This relevance is supported by the non-zero contribution of climate change related trigrams (CCRTs) in the constructed news index. However, our sample does not show an increasing trend of the relative daily presence of CCRTs, which signals that the news are unlikely the source that furthers the perceived increasing awareness of climate change. Lastly, we determine the salient CCRTs present during good and bad days of the market. This result highlights the presence in the news of topics related to fuel and energy, emission, climate change, disaster, and fiscal policy.

Suggested Citation

  • Jovelyn Ferrer & Juliana Malagon & Enrique ter Horst, 2023. "Does Climate Change News Matter?," Sustainability, MDPI, vol. 15(18), pages 1-16, September.
  • Handle: RePEc:gam:jsusta:v:15:y:2023:i:18:p:13865-:d:1242384
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    References listed on IDEAS

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    1. Saleh F. A. Khatib & Iyad H. M. Ismail & Naeem Salameh & Alhamzah F. Abbas & Ayman Hassan Bazhair & Hamid Ghazi H Sulimany, 2023. "Carbon Emission and Firm Performance: The Moderating Role of Management Environmental Training," Sustainability, MDPI, vol. 15(13), pages 1-19, July.
    2. Helmut Gründl & Ming (Ivy) Dong & Jens Gal, 2016. "The evolution of insurer portfolio investment strategies for long-term investing," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2016(2), pages 1-55.
    3. Fahmy, Hany, 2022. "The rise in investors’ awareness of climate risks after the Paris Agreement and the clean energy-oil-technology prices nexus," Energy Economics, Elsevier, vol. 106(C).
    4. Christopher Kaminker & Fiona Stewart, 2012. "The Role of Institutional Investors in Financing Clean Energy," OECD Working Papers on Finance, Insurance and Private Pensions 23, OECD Publishing.
    5. Edward I. Altman, 1968. "Financial Ratios, Discriminant Analysis And The Prediction Of Corporate Bankruptcy," Journal of Finance, American Finance Association, vol. 23(4), pages 589-609, September.
    6. Michael MacLeod & Jacob Park, 2011. "Financial Activism and Global Climate Change: The Rise of Investor-Driven Governance Networks," Global Environmental Politics, MIT Press, vol. 11(2), pages 54-74, May.
    7. Edward I. Altman, 1968. "The Prediction Of Corporate Bankruptcy: A Discriminant Analysis," Journal of Finance, American Finance Association, vol. 23(1), pages 193-194, March.
    8. Rohleder, Martin & Wilkens, Marco & Zink, Jonas, 2022. "The effects of mutual fund decarbonization on stock prices and carbon emissions," Journal of Banking & Finance, Elsevier, vol. 134(C).
    9. Renneboog, Luc & Ter Horst, Jenke & Zhang, Chendi, 2008. "Socially responsible investments: Institutional aspects, performance, and investor behavior," Journal of Banking & Finance, Elsevier, vol. 32(9), pages 1723-1742, September.
    10. Simone Giansante & Mahmoud Fatouh & Nicholas Dove, 2023. "Carbon Emissions Announcements and Market Returns," Sustainability, MDPI, vol. 15(13), pages 1-16, June.
    11. Victor Hugo Souza de Abreu & Andrea Souza Santos & Thaís Guedes Máximo Monteiro, 2022. "Climate Change Impacts on the Road Transport Infrastructure: A Systematic Review on Adaptation Measures," Sustainability, MDPI, vol. 14(14), pages 1-22, July.
    12. Jean Boissinot & Doryane Huber & Gildas Lame, 2016. "Finance and climate: The transition to a low-carbon and climate-resilient economy from a financial sector perspective," OECD Journal: Financial Market Trends, OECD Publishing, vol. 2015(1), pages 7-23.
    13. Julie Ayling & Neil Gunningham, 2017. "Non-state governance and climate policy: the fossil fuel divestment movement," Climate Policy, Taylor & Francis Journals, vol. 17(2), pages 131-149, February.
    14. Nadia Ameli & Paul Drummond & Alexander Bisaro & Michael Grubb & Hugues Chenet, 2020. "Climate finance and disclosure for institutional investors: why transparency is not enough," Climatic Change, Springer, vol. 160(4), pages 565-589, June.
    15. Matt Taddy, 2013. "Multinomial Inverse Regression for Text Analysis," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 108(503), pages 755-770, September.
    16. Geetesh Bhardwaj & Gary Gorton & Geert Rouwenhorst, 2015. "Facts and Fantasies about Commodity Futures Ten Years Later," NBER Working Papers 21243, National Bureau of Economic Research, Inc.
    17. Hong, Harrison & Li, Frank Weikai & Xu, Jiangmin, 2019. "Climate risks and market efficiency," Journal of Econometrics, Elsevier, vol. 208(1), pages 265-281.
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