Value of climate change news: A textual analysis
Author
Abstract
Suggested Citation
DOI: 10.1016/j.gfj.2024.101052
Download full text from publisher
As the access to this document is restricted, you may want to search for a different version of it.
References listed on IDEAS
- 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.
- Bolton, Patrick & Kacperczyk, Marcin, 2021.
"Do investors care about carbon risk?,"
Journal of Financial Economics, Elsevier, vol. 142(2), pages 517-549.
- Kacperczyk, Marcin & Bolton, Patrick, 2020. "Do Investors Care about Carbon Risk?," CEPR Discussion Papers 14568, C.E.P.R. Discussion Papers.
- Patrick Bolton & Marcin Kacperczyk, 2020. "Do Investors Care about Carbon Risk?," NBER Working Papers 26968, National Bureau of Economic Research, Inc.
- Lamont, Owen A., 2001.
"Economic tracking portfolios,"
Journal of Econometrics, Elsevier, vol. 105(1), pages 161-184, November.
- Owen Lamont, "undated". "Economic Tracking Portfolios."," CRSP working papers 489, Center for Research in Security Prices, Graduate School of Business, University of Chicago.
- Owen Lamont, 1999. "Economic Tracking Portfolios," NBER Working Papers 7055, National Bureau of Economic Research, Inc.
- Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2021.
"Sustainable investing in equilibrium,"
Journal of Financial Economics, Elsevier, vol. 142(2), pages 550-571.
- Pástor, Luboš & Stambaugh, Robert F. & Taylor, Lucian, 2019. "Sustainable Investing in Equilibrium," CEPR Discussion Papers 14171, C.E.P.R. Discussion Papers.
- Lubos Pastor & Robert F. Stambaugh & Lucian A. Taylor, 2020. "Sustainable Investing in Equilibrium," Working Papers 2020-23, Becker Friedman Institute for Research In Economics.
- Lubos Pastor & Robert F. Stambaugh & Lucian A. Taylor, 2019. "Sustainable Investing in Equilibrium," NBER Working Papers 26549, National Bureau of Economic Research, Inc.
- 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.
- Robert Engle & Stefano Giglio & Heebum Lee & Bryan Kelly & Johannes Stroebel, 2019. "Hedging climate change news," CESifo Working Paper Series 7655, CESifo.
- Robert F. Engle III & Stefano Giglio & Bryan T. Kelly & Heebum Lee & Johannes Stroebel, 2019. "Hedging Climate Change News," NBER Working Papers 25734, National Bureau of Economic Research, Inc.
- Ströbel, Johannes & Engle, Robert & Giglio, Stefano & Kelly, Bryan & Lee, Heebum, 2019. "Hedging Climate Change News," CEPR Discussion Papers 13730, C.E.P.R. Discussion Papers.
- 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.
- Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2015. "Measuring Economic Policy Uncertainty," Economics Working Papers 15111, Hoover Institution, Stanford University.
- Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2015. "Measuring Economic Policy Uncertainty," NBER Working Papers 21633, National Bureau of Economic Research, Inc.
- Scott R. Baker & Nicholas Bloom & Steven J. Davis, 2015. "Measuring Economic Policy Uncertainty," CEP Discussion Papers dp1379, Centre for Economic Performance, LSE.
- Baker, Scott R. & Bloom, Nicholas & Davis, Steven J., 2015. "Measuring economic policy uncertainty," LSE Research Online Documents on Economics 64986, London School of Economics and Political Science, LSE Library.
- Davis, Steven & Bloom, Nicholas & Baker, Scott, 2015. "Measuring Economic Policy Uncertainty," CEPR Discussion Papers 10900, C.E.P.R. Discussion Papers.
- 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.
- Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2022.
"Dissecting green returns,"
Journal of Financial Economics, Elsevier, vol. 146(2), pages 403-424.
- Lubos Pastor & Robert F. Stambaugh & Lucian A. Taylor, 2021. "Dissecting Green Returns," NBER Working Papers 28940, National Bureau of Economic Research, Inc.
- Pástor, Luboš & Stambaugh, Robert F. & Taylor, Lucian, 2022. "Dissecting Green Returns," CEPR Discussion Papers 16260, C.E.P.R. Discussion Papers.
- 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.
- Vegard H. Larsen & Leif Anders Thorsrud, 2017. "Asset returns, news topics, and media effects," Working Paper 2017/17, Norges Bank.
- Vegard H ghaug Larsen & Leif Anders Thorsrud, 2017. "Asset returns, news topics, and media effects," Working Papers No 5/2017, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
- 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.
- Leif Anders Thorsrud, 2016. "Words are the new numbers: A newsy coincident index of business cycles," Working Papers No 4/2016, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
- Leif Anders Thorsrud, 2016. "Words are the new numbers: A newsy coincident index of business cycles," Working Paper 2016/21, Norges Bank.
- 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.
- 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.
- Felix Kapfhammer & Vegard H. Larsen & Leif Anders Thorsrud, 2020.
"Climate risk and commodity currencies,"
Working Paper
2020/18, Norges Bank.
- Felix Kapfhammer & Vegard H. Larsen & Leif Anders Thorsrud, 2020. "Climate Risk and Commodity Currencies," Working Papers No 10/2020, Centre for Applied Macro- and Petroleum economics (CAMP), BI Norwegian Business School.
- Felix Kapfhammer & Vegard H. Larsen & Leif Anders Thorsrud, 2020. "Climate Risk and Commodity Currencies," CESifo Working Paper Series 8788, CESifo.
- 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.
- 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.
- 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.
- Marie Bessec & Julien Fouquau, 2024. "A Green Wave in Media: A Change of Tack in Stock Markets," Post-Print hal-04706501, HAL.
- 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.
- 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.
- Olivier David Zerbib, 2019. "The effect of pro-environmental preferences on bond prices: Evidence from green bonds," Post-Print halshs-02008641, HAL.
- 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.
- 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.
- 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.
- Mats Andersson & Patrick Bolton & Frédéric Samama, 2016. "Hedging Climate Risk," Financial Analysts Journal, Taylor & Francis Journals, vol. 72(3), pages 13-32, May.
- 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.
- Merton, Robert C, 1973. "An Intertemporal Capital Asset Pricing Model," Econometrica, Econometric Society, vol. 41(5), pages 867-887, September.
- 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.
- 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.
- 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.
- Philipp Krueger & Zacharias Sautner & Laura T. Starks, 2018. "The Importance of Climate Risks for Institutional Investors," Swiss Finance Institute Research Paper Series 18-58, Swiss Finance Institute.
- 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.
- 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.
- 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.
- 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.
- K. Thomas Liaw, 2020. "Survey of Green Bond Pricing and Investment Performance," JRFM, MDPI, vol. 13(9), pages 1-12, August.
- 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.
- 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.
- Faccini, Renato & Matin, Rastin & Skiadopoulos, George, 2023. "Dissecting climate risks: Are they reflected in stock prices?," Journal of Banking & Finance, Elsevier, vol. 155(C).
- Immel, Moritz & Hachenberg, Britta & Kiesel, Florian & Schiereck, Dirk, 2022. "Green bonds: Shades of green and brown," Publications of Darmstadt Technical University, Institute for Business Studies (BWL) 136489, Darmstadt Technical University, Department of Business Administration, Economics and Law, Institute for Business Studies (BWL).
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.- Wong, Jin Boon & Zhang, Qin, 2025. "The impact of political risks on carbon emissions," Energy Economics, Elsevier, vol. 141(C).
- Faccini, Renato & Matin, Rastin & Skiadopoulos, George, 2023. "Dissecting climate risks: Are they reflected in stock prices?," Journal of Banking & Finance, Elsevier, vol. 155(C).
- Roman Kräussl & Tobi Oladiran & Denitsa Stefanova, 2024.
"A review on ESG investing: Investors’ expectations, beliefs and perceptions,"
Journal of Economic Surveys, Wiley Blackwell, vol. 38(2), pages 476-502, April.
- Kräussl, Roman & Oladiran, Tobi & Stefanova, Denitsa, 2023. "A review on ESG investing: Investors' expectations, beliefs and perceptions," CFS Working Paper Series 694, Center for Financial Studies (CFS).
- Benchora, Inessa & Leroy, Aurélien & Raffestin, Louis, 2025. "Is monetary policy transmission green?," Economic Modelling, Elsevier, vol. 144(C).
- 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).
- Nguyen, Minh Nhat & Liu, Ruipeng & Li, Youwei, 2025. "Performance of energy ETFs and climate risks," Energy Economics, Elsevier, vol. 141(C).
- Alessi, Lucia & Ossola, Elisa & Panzica, Roberto, 2023.
"When do investors go green? Evidence from a time-varying asset-pricing model,"
International Review of Financial Analysis, Elsevier, vol. 90(C).
- Alessi, Lucia & Elisa, Ossola & Panzica, Roberto, 2021. "When do investors go green? Evidence from a time-varying asset-pricing model," JRC Working Papers in Economics and Finance 2021-13, Joint Research Centre, European Commission.
- Pástor, Ľuboš & Stambaugh, Robert F. & Taylor, Lucian A., 2022.
"Dissecting green returns,"
Journal of Financial Economics, Elsevier, vol. 146(2), pages 403-424.
- Lubos Pastor & Robert F. Stambaugh & Lucian A. Taylor, 2021. "Dissecting Green Returns," NBER Working Papers 28940, National Bureau of Economic Research, Inc.
- Pástor, Luboš & Stambaugh, Robert F. & Taylor, Lucian, 2022. "Dissecting Green Returns," CEPR Discussion Papers 16260, C.E.P.R. Discussion Papers.
- Benkraiem, Ramzi & Dimic, Nebojsa & Piljak, Vanja & Swinkels, Laurens & Vulanovic, Milos, 2025. "Media-based climate risks and international corporate bond market," Journal of International Money and Finance, Elsevier, vol. 151(C).
- Horn, Matthias & Oehler, Andreas, 2024. "Constructing stock portfolios by sorting on ESG ratings: Does the rating provider matter?," International Review of Financial Analysis, Elsevier, vol. 96(PA).
- Quaye, Enoch & Tunaru, Diana & Tunaru, Radu, 2024. "Green-adjusted share prices: A comparison between standard investors and investors with green preferences," Journal of Financial Stability, Elsevier, vol. 74(C).
- Lalwani, Vaibhav, 2024. "Climate risks, corporate bonds, and economic uncertainty," Economics Letters, Elsevier, vol. 244(C).
- Silva, Florinda & Ferreira, André & Cortez, Maria Céu, 2024. "The performance of green bond portfolios under climate uncertainty: A comparative analysis with conventional and black bond portfolios," Research in International Business and Finance, Elsevier, vol. 70(PA).
- Giglio, Stefano & Maggiori, Matteo & Stroebel, Johannes & Tan, Zhenhao & Utkus, Stephen & Xu, Xiao, 2025.
"Four facts about ESG beliefs and investor portfolios,"
Journal of Financial Economics, Elsevier, vol. 164(C).
- Giglio, Stefano & Maggiori, Matteo & Ströbel, Johannes & Tan, Zhenhao & Utkus, Stephen & Xu, Xiao, 2023. "Four Facts about ESG Beliefs and Investor Portfolios," CEPR Discussion Papers 18052, C.E.P.R. Discussion Papers.
- Stefano Giglio & Matteo Maggiori & Johannes Stroebel & Zhenhao Tan & Stephen Utkus & Xiao Xu, 2023. "Four Facts About ESG Beliefs and Investor Portfolios," NBER Working Papers 31114, National Bureau of Economic Research, Inc.
- Giglio, Stefano & Maggiori, Matteo & Stroebel, Johannes & Tan, Zhenhao & Utkus, Stephen & Xu, Xiao, 2023. "Four Facts About Esg Beliefs And Investor Portfolios," SocArXiv dcb93, Center for Open Science.
- Ugolini, Andrea & Reboredo, Juan C. & Ojea-Ferreiro, Javier, 2024.
"Is climate transition risk priced into corporate credit risk? Evidence from credit default swaps,"
Research in International Business and Finance, Elsevier, vol. 70(PB).
- Ugolini, Andrea & Reboredo, Juan Carlos & Ojea-Ferreiro, Javier, 2023. "Is Climate Transition Risk Priced into Corporate Credit Risk? Evidence from Credit Default Swaps," FEEM Working Papers 330720, Fondazione Eni Enrico Mattei (FEEM).
- Andrea Ugolini & Juan C. Reboredo & Javier Ojea-Ferreiro, 2023. "Is climate transition risk priced into corporate credit risk? Evidence from credit default swaps," Working Papers 509, University of Milano-Bicocca, Department of Economics.
- Andrea Ugolini & Juan C. Reboredo & Javier Ojea-Ferreiro, 2023. "Is Climate Transition Risk Priced into Corporate Credit Risk? Evidence from Credit Default Swaps," Working Papers 2023.04, Fondazione Eni Enrico Mattei.
- Andrea Ugolini & Juan C. Reboredo & Javier Ojea Ferreiro, 2023. "Is Climate Transition Risk Priced into Corporate Credit Risk? Evidence from Credit Default Swaps," Staff Working Papers 23-38, Bank of Canada.
- Martijn Boermans, 2023. "Preferred habitat investors in the green bond market," Working Papers 773, DNB.
- Rabab Abouarab & Tapas Mishra & Simon Wolfe, 2025. "Spotting Portfolio Greenwashing in Environmental Funds," Journal of Business Ethics, Springer, vol. 197(4), pages 811-839, April.
- Lee H. Seltzer & Laura Starks & Qifei Zhu, 2022.
"Climate Regulatory Risk and Corporate Bonds,"
NBER Working Papers
29994, National Bureau of Economic Research, Inc.
- Lee Seltzer & Laura Starks & Qifei Zhu, 2022. "Climate Regulatory Risks and Corporate Bonds," Staff Reports 1014, Federal Reserve Bank of New York.
- Feldhütter, Peter & Halskov, Kristoffer & Krebbers, Arthur, 2024. "Pricing of sustainability-linked bonds," Journal of Financial Economics, Elsevier, vol. 162(C).
- Roy Kouwenberg & Chenglong Zheng, 2023. "A Review of the Global Climate Finance Literature," Sustainability, MDPI, vol. 15(2), pages 1-32, January.
More about this item
Keywords
Climate change; ESG; Textual analysis; Latent dirichlet allocation; Hedge portfolio; Sustainable investing;All these 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 statisticsCorrections
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.