IDEAS home Printed from https://ideas.repec.org/a/eee/ecolec/v179y2021ics092180092030015x.html
   My bibliography  Save this article

Extreme heat and stock market activity

Author

Listed:
  • Peillex, Jonathan
  • El Ouadghiri, Imane
  • Gomes, Mathieu
  • Jaballah, Jamil

Abstract

We aim to advance our understanding of the adverse effects of extreme temperatures by examining the extent to which high temperatures affect stock market activity. We address this question by analyzing the trading volumes on the French stock market on days when the weather in Paris is excessively hot over the period 1995–2019. Our empirical analyses show that, on average, trading volumes fall significantly (between 4% and 10%) when maximum daily temperatures exceed 30 °C (86 °F). The observed negative association is remarkably robust to a battery of alternative analyses such as bin tests, event studies, and time-series regressions controlling for any seasonal effects and financial market conditions. From a theoretical perspective, this study contributes to the literature on behavioral finance by demonstrating the existence of a “hot weather” effect on financial markets. It also offers important managerial and public policy implications.

Suggested Citation

  • Peillex, Jonathan & El Ouadghiri, Imane & Gomes, Mathieu & Jaballah, Jamil, 2021. "Extreme heat and stock market activity," Ecological Economics, Elsevier, vol. 179(C).
  • Handle: RePEc:eee:ecolec:v:179:y:2021:i:c:s092180092030015x
    DOI: 10.1016/j.ecolecon.2020.106810
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S092180092030015X
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.ecolecon.2020.106810?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 search for a different version of it.

    References listed on IDEAS

    as
    1. Cao, Melanie & Wei, Jason, 2005. "Stock market returns: A note on temperature anomaly," Journal of Banking & Finance, Elsevier, vol. 29(6), pages 1559-1573, June.
    2. repec:dau:papers:123456789/3187 is not listed on IDEAS
    3. Marie-Aude Laguna & Gunther Capelle-Blancard, 2010. "How does the stock market respond to petrochemical disasters?," Post-Print halshs-00696984, HAL.
    4. Foster, F Douglas & Viswanathan, S, 1993. "Variations in Trading Volume, Return Volatility, and Trading Costs: Evidence on Recent Price Formation Models," Journal of Finance, American Finance Association, vol. 48(1), pages 187-211, March.
    5. David Hirshleifer & Tyler Shumway, 2003. "Good Day Sunshine: Stock Returns and the Weather," Journal of Finance, American Finance Association, vol. 58(3), pages 1009-1032, June.
    6. Anthony Heyes & Matthew Neidell & Soodeh Saberian, 2016. "The Effect of Air Pollution on Investor Behavior: Evidence from the S&P 500," NBER Working Papers 22753, National Bureau of Economic Research, Inc.
    7. Jie Hou & Wendong Shi & Jingwei Sun, 2019. "Stock Returns, weather, and air conditioning," PLOS ONE, Public Library of Science, vol. 14(7), pages 1-10, July.
    8. Jaballah, Jamil & Peillex, Jonathan & Weill, Laurent, 2018. "Is Being Sharia compliant worth it?," Economic Modelling, Elsevier, vol. 72(C), pages 353-362.
    9. Saunders, Edward M, Jr, 1993. "Stock Prices and Wall Street Weather," American Economic Review, American Economic Association, vol. 83(5), pages 1337-1345, December.
    10. Pandit, Ram & Laband, David N., 2010. "Energy savings from tree shade," Ecological Economics, Elsevier, vol. 69(6), pages 1324-1329, April.
    11. Heiko Jacobs & Martin Weber, 2012. "The Trading Volume Impact of Local Bias: Evidence from a Natural Experiment," Review of Finance, European Finance Association, vol. 16(4), pages 867-901.
    12. Capelle-Blancard, Gunther & Crifo, Patricia & Diaye, Marc-Arthur & Oueghlissi, Rim & Scholtens, Bert, 2019. "Sovereign bond yield spreads and sustainability: An empirical analysis of OECD countries," Journal of Banking & Finance, Elsevier, vol. 98(C), pages 156-169.
    13. Hübler, Michael & Klepper, Gernot & Peterson, Sonja, 2008. "Costs of climate change: The effects of rising temperatures on health and productivity in Germany," Ecological Economics, Elsevier, vol. 68(1-2), pages 381-393, December.
    14. Cho, Hyunkuk, 2017. "The effects of summer heat on academic achievement: A cohort analysis," Journal of Environmental Economics and Management, Elsevier, vol. 83(C), pages 185-196.
    15. Joshua Graff Zivin & Matthew Neidell, 2012. "The Impact of Pollution on Worker Productivity," American Economic Review, American Economic Association, vol. 102(7), pages 3652-3673, December.
    16. Chen, Xiaoguang & Yang, Lu, 2019. "Temperature and industrial output: Firm-level evidence from China," Journal of Environmental Economics and Management, Elsevier, vol. 95(C), pages 257-274.
    17. E. Somanathan & Rohini Somanathan & Anant Sudarshan & Meenu Tewari, 2021. "The Impact of Temperature on Productivity and Labor Supply: Evidence from Indian Manufacturing," Journal of Political Economy, University of Chicago Press, vol. 129(6), pages 1797-1827.
    18. Mark J. Kamstra & Lisa A. Kramer & Maurice D. Levi, 2003. "Winter Blues: A SAD Stock Market Cycle," American Economic Review, American Economic Association, vol. 93(1), pages 324-343, March.
    19. Jawad M Addoum & David T Ng & Ariel Ortiz-Bobea & Harrison Hong, 2020. "Temperature Shocks and Establishment Sales," Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1331-1366.
    20. El Ouadghiri, Imane & Guesmi, Khaled & Peillex, Jonathan & Ziegler, Andreas, 2021. "Public Attention to Environmental Issues and Stock Market Returns," Ecological Economics, Elsevier, vol. 180(C).
    21. Anthony Heyes & Soodeh Saberian, 2019. "Temperature and Decisions: Evidence from 207,000 Court Cases," American Economic Journal: Applied Economics, American Economic Association, vol. 11(2), pages 238-265, April.
    22. Jonathan Peillex & Loredana Ureche-Rangau, 2014. "How does the Market Price of the Corporate Sponsor React to Socially Responsible Fund Introductions?," Bankers, Markets & Investors, ESKA Publishing, issue 131, pages 17-29, July-Augu.
    23. Otrachshenko, Vladimir & Popova, Olga & Solomin, Pavel, 2017. "Health Consequences of the Russian Weather," Ecological Economics, Elsevier, vol. 132(C), pages 290-306.
    24. Kussel, Gerhard, 2018. "Adaptation to Climate Variability: Evidence for German Households," Ecological Economics, Elsevier, vol. 143(C), pages 1-9.
    25. Anna Bassi & Riccardo Colacito & Paolo Fulghieri, 2013. "'O Sole Mio: An Experimental Analysis of Weather and Risk Attitudes in Financial Decisions," Review of Financial Studies, Society for Financial Studies, vol. 26(7), pages 1824-1852.
    26. 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.
    27. Joshua Graff Zivin & Solomon M. Hsiang & Matthew Neidell, 2018. "Temperature and Human Capital in the Short and Long Run," Journal of the Association of Environmental and Resource Economists, University of Chicago Press, vol. 5(1), pages 77-105.
    28. Joel Peress & Daniel Schmidt, 2020. "Glued to the TV: Distracted Noise Traders and Stock Market Liquidity," Journal of Finance, American Finance Association, vol. 75(2), pages 1083-1133, April.
    29. Capelle-Blancard, Gunther & Laguna, Marie-Aude, 2010. "How does the stock market respond to chemical disasters?," Journal of Environmental Economics and Management, Elsevier, vol. 59(2), pages 192-205, March.
    30. Yoon, Seong-Min & Kang, Sang Hoon, 2009. "Weather effects on returns: Evidence from the Korean stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 388(5), pages 682-690.
    31. Kerstin K. Zander & Wouter J. W. Botzen & Elspeth Oppermann & Tord Kjellstrom & Stephen T. Garnett, 2015. "Heat stress causes substantial labour productivity loss in Australia," Nature Climate Change, Nature, vol. 5(7), pages 647-651, July.
    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. Bhambhwani, Siddharth M., 2022. "Disruption and stock markets: Evidence from Hong Kong," International Review of Financial Analysis, Elsevier, vol. 81(C).
    2. Afees A. Salisu & Christian Pierdzioch & Rangan Gupta & Reneé van Eyden, 2023. "Climate risks and U.S. stock‐market tail risks: A forecasting experiment using over a century of data," International Review of Finance, International Review of Finance Ltd., vol. 23(2), pages 228-244, June.
    3. Peillex, Jonathan, 2023. "Réaction des investisseurs à la création de fonds éthiques [Investor reaction to the creation of ethical funds]," MPRA Paper 118930, University Library of Munich, Germany.
    4. Dong, Xiyong & Yoon, Seong-Min, 2023. "Effect of weather and environmental attentions on financial system risks: Evidence from Chinese high- and low-carbon assets," Energy Economics, Elsevier, vol. 121(C).
    5. Waldemar Tarczyński & Sebastian Majewski & Małgorzata Tarczyńska-Łuniewska & Agnieszka Majewska & Grzegorz Mentel, 2021. "The Impact of Weather Factors on Quotations of Energy Sector Companies on Warsaw Stock Exchange," Energies, MDPI, vol. 14(6), pages 1-14, March.
    6. Yan, Yumeng & Xiong, Xiong & Li, Shuo & Lu, Lei, 2022. "Will temperature change reduce stock returns? Evidence from China," International Review of Financial Analysis, Elsevier, vol. 81(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. Wu, Qinqin & Hao, Ying & Lu, Jing, 2018. "Air pollution, stock returns, and trading activities in China," Pacific-Basin Finance Journal, Elsevier, vol. 51(C), pages 342-365.
    2. Jingbin He & Xinru Ma, 2021. "Extreme Temperatures and Firm-Level Stock Returns," IJERPH, MDPI, vol. 18(4), pages 1-22, February.
    3. Wang, He-tong & Qi, Shao-zhou & Li, Kai, 2023. "Impact of risk-taking on enterprise value under extreme temperature: From the perspectives of external and internal governance," Journal of Asian Economics, Elsevier, vol. 84(C).
    4. Waldemar Tarczyński & Sebastian Majewski & Małgorzata Tarczyńska-Łuniewska & Agnieszka Majewska & Grzegorz Mentel, 2021. "The Impact of Weather Factors on Quotations of Energy Sector Companies on Warsaw Stock Exchange," Energies, MDPI, vol. 14(6), pages 1-14, March.
    5. Wu, Qinqin & Chou, Robin K. & Lu, Jing, 2020. "How does air pollution-induced fund-manager mood affect stock markets in China?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 28(C).
    6. Jiawen Luo & Qun Zhang, 2024. "Air pollution, weather factors, and realized volatility forecasts of agricultural commodity futures," Journal of Futures Markets, John Wiley & Sons, Ltd., vol. 44(2), pages 151-217, February.
    7. Nils Muhlack & Christian Soost & Christian Johannes Henrich, 2022. "Does Weather Still Affect The Stock Market?," Schmalenbach Journal of Business Research, Springer, vol. 74(1), pages 1-35, March.
    8. Kaustia, Markku & Rantapuska, Elias, 2016. "Does mood affect trading behavior?," Journal of Financial Markets, Elsevier, vol. 29(C), pages 1-26.
    9. Nguyen, Hung T. & Pham, Mia Hang, 2021. "Air pollution and behavioral biases: Evidence from stock market anomalies," Journal of Behavioral and Experimental Finance, Elsevier, vol. 29(C).
    10. Chatterjee, Sucharita & Ghosh, Dipak, 2021. "Impact of Global Warming on SENSEX fluctuations — A study based on Multifractal detrended cross correlation analysis between the temperature anomalies and the SENSEX fluctuations," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 571(C).
    11. Guo, Mengmeng & Wei, Mengxin & Huang, Lin, 2022. "Does air pollution influence investor trading behavior? Evidence from China," Emerging Markets Review, Elsevier, vol. 50(C).
    12. Frühwirth, Manfred & Sögner, Leopold, 2015. "Weather and SAD related mood effects on the financial market," The Quarterly Review of Economics and Finance, Elsevier, vol. 57(C), pages 11-31.
    13. Chi, Yeguang & He, Jingbin & Ma, Xinru & Wu, Fei, 2023. "Air pollution and institutional investors' valuation bias during initial public offerings," Pacific-Basin Finance Journal, Elsevier, vol. 80(C).
    14. Kang, Sang Hoon & Jiang, Zhuhua & Lee, Yeonjeong & Yoon, Seong-Min, 2010. "Weather effects on the returns and volatility of the Shanghai stock market," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 389(1), pages 91-99.
    15. Jochen M. Schmittmann & Jenny Pirschel & Steffen Meyer & Andreas Hackethal, 2015. "The Impact of Weather on German Retail Investors," Review of Finance, European Finance Association, vol. 19(3), pages 1143-1183.
    16. Qadan, Mahmoud & Nama, Hazar, 2018. "Investor sentiment and the price of oil," Energy Economics, Elsevier, vol. 69(C), pages 42-58.
    17. Kim, Jae H., 2017. "Stock returns and investors' mood: Good day sunshine or spurious correlation?," International Review of Financial Analysis, Elsevier, vol. 52(C), pages 94-103.
    18. Bellani, Luna & Ceolotto, Stefano & Elsner, Benjamin & Pestel, Nico, 2021. "Air Pollution Affects Decision-Making: Evidence from the Ballot Box," IZA Discussion Papers 14718, Institute of Labor Economics (IZA).
    19. Philippe Kabore & Nicholas Rivers, 2023. "Manufacturing output and extreme temperature: Evidence from Canada," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(1), pages 191-224, February.
    20. Gavriilidis, Konstantinos & Kallinterakis, Vasileios & Öztürkkal, Belma, 2020. "Does mood affect institutional herding?," Journal of Behavioral and Experimental Finance, Elsevier, vol. 26(C).

    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:ecolec:v:179:y:2021:i:c:s092180092030015x. 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/ecolecon .

    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.