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Do hurricanes cause storm on the stock market? The case of US energy companies

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  • Horváth, Roman
  • Kalistová, Anna
  • Lyócsa, Štefan
  • Miškufová, Marta
  • Moravcová, Michala

Abstract

We examine the effect of hurricanes on the stock market, specifically on US energy companies. Unlike in the previous literature, we identify the timing and severity of hurricane events using the attention they receive online. Using our improved measure of hurricane events, we estimate dynamic common correlated effect panel models with daily and intraday stock returns over the last two decades and find that stock returns increase and stock volatility decreases following hurricanes. We argue that these results fit well with the energy supply and demand shock explanation and the limited attention hypothesis.

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  • Horváth, Roman & Kalistová, Anna & Lyócsa, Štefan & Miškufová, Marta & Moravcová, Michala, 2025. "Do hurricanes cause storm on the stock market? The case of US energy companies," International Review of Financial Analysis, Elsevier, vol. 97(C).
  • Handle: RePEc:eee:finana:v:97:y:2025:i:c:s1057521924007488
    DOI: 10.1016/j.irfa.2024.103816
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    1. v{S}tefan Ly'ocsa & Tom'av{s} Pl'ihal, 2022. "Russia's Ruble during the onset of the Russian invasion of Ukraine in early 2022: The role of implied volatility and attention," Papers 2205.09179, arXiv.org.
    2. Yuan, Yu, 2015. "Market-wide attention, trading, and stock returns," Journal of Financial Economics, Elsevier, vol. 116(3), pages 548-564.
    3. Gao, Zhenyu & Ren, Haohan & Zhang, Bohui, 2020. "Googling Investor Sentiment around the World," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 55(2), pages 549-580, March.
    4. Monasterolo, Irene & de Angelis, Luca, 2020. "Blind to carbon risk? An analysis of stock market reaction to the Paris Agreement," Ecological Economics, Elsevier, vol. 170(C).
    5. Brancucci Martinez-Anido, Carlo & Brinkman, Greg & Hodge, Bri-Mathias, 2016. "The impact of wind power on electricity prices," Renewable Energy, Elsevier, vol. 94(C), pages 474-487.
    6. Noy, Ilan, 2009. "The macroeconomic consequences of disasters," Journal of Development Economics, Elsevier, vol. 88(2), pages 221-231, March.
    7. Klomp, Jeroen, 2014. "Financial fragility and natural disasters: An empirical analysis," Journal of Financial Stability, Elsevier, vol. 13(C), pages 180-192.
    8. Aslanidis, Nektarios & Bariviera, Aurelio F. & López, Óscar G., 2022. "The link between cryptocurrencies and Google Trends attention," Finance Research Letters, Elsevier, vol. 47(PA).
    9. Aktham Maghyereh & Hussein Abdoh, 2022. "Global financial crisis versus COVID‐19: Evidence from sentiment analysis," International Finance, Wiley Blackwell, vol. 25(2), pages 218-248, August.
    10. Melvin, Michael & Yin, Xixi, 2000. "Public Information Arrival, Exchange Rate Volatility, and Quote Frequency," Economic Journal, Royal Economic Society, vol. 110(465), pages 644-661, July.
    11. Bourdeau-Brien, Michael & Kryzanowski, Lawrence, 2017. "The impact of natural disasters on the stock returns and volatilities of local firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 63(C), pages 259-270.
    12. Lyócsa, Štefan & Baumöhl, Eduard & Výrost, Tomáš & Molnár, Peter, 2020. "Fear of the coronavirus and the stock markets," Finance Research Letters, Elsevier, vol. 36(C).
    13. Thomas Fomby & Yuki Ikeda & Norman V. Loayza, 2013. "The Growth Aftermath Of Natural Disasters," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 28(3), pages 412-434, April.
    14. Jessica Weinkle & Chris Landsea & Douglas Collins & Rade Musulin & Ryan P. Crompton & Philip J. Klotzbach & Roger Pielke, 2018. "Normalized hurricane damage in the continental United States 1900–2017," Nature Sustainability, Nature, vol. 1(12), pages 808-813, December.
    15. Fulvio Corsi, 2009. "A Simple Approximate Long-Memory Model of Realized Volatility," Journal of Financial Econometrics, Oxford University Press, vol. 7(2), pages 174-196, Spring.
    16. Zhou, Jun & Yin, Zhichao & Yue, Pengpeng, 2023. "The impact of access to credit on energy efficiency," Finance Research Letters, Elsevier, vol. 51(C).
    17. Loayza, Norman V. & Olaberría, Eduardo & Rigolini, Jamele & Christiaensen, Luc, 2012. "Natural Disasters and Growth: Going Beyond the Averages," World Development, Elsevier, vol. 40(7), pages 1317-1336.
    18. Daniel, Vanessa E. & Florax, Raymond J.G.M. & Rietveld, Piet, 2009. "Flooding risk and housing values: An economic assessment of environmental hazard," Ecological Economics, Elsevier, vol. 69(2), pages 355-365, December.
    19. 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.
    20. Chudik, Alexander & Pesaran, M. Hashem, 2015. "Common correlated effects estimation of heterogeneous dynamic panel data models with weakly exogenous regressors," Journal of Econometrics, Elsevier, vol. 188(2), pages 393-420.
    21. Figueiredo, Nuno Carvalho & Silva, Patrícia Pereira da & Bunn, Derek, 2016. "Weather and market specificities in the regional transmission of renewable energy price effects," Energy, Elsevier, vol. 114(C), pages 188-200.
    22. Robert J. Barro, 2006. "Rare Disasters and Asset Markets in the Twentieth Century," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(3), pages 823-866.
    23. Thomas Dimpfl & Stephan Jank, 2016. "Can Internet Search Queries Help to Predict Stock Market Volatility?," European Financial Management, European Financial Management Association, vol. 22(2), pages 171-192, March.
    24. Janet L. Reyna & Mikhail V. Chester, 2017. "Energy efficiency to reduce residential electricity and natural gas use under climate change," Nature Communications, Nature, vol. 8(1), pages 1-12, August.
    25. Halousková, Martina & Stašek, Daniel & Horváth, Matúš, 2022. "The role of investor attention in global asset price variation during the invasion of Ukraine," Finance Research Letters, Elsevier, vol. 50(C).
    26. Parkinson, Michael, 1980. "The Extreme Value Method for Estimating the Variance of the Rate of Return," The Journal of Business, University of Chicago Press, vol. 53(1), pages 61-65, January.
    27. Martin Gassebner & Alexander Keck & Robert Teh, 2010. "Shaken, Not Stirred: The Impact of Disasters on International Trade," Review of International Economics, Wiley Blackwell, vol. 18(2), pages 351-368, May.
    28. Okmyung Bin & Jamie Brown Kruse & Craig E. Landry, 2008. "Flood Hazards, Insurance Rates, and Amenities: Evidence From the Coastal Housing Market," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 75(1), pages 63-82, March.
    29. Doron Avramov & Tarun Chordia & Amit Goyal, 2006. "The Impact of Trades on Daily Volatility," The Review of Financial Studies, Society for Financial Studies, vol. 19(4), pages 1241-1277.
    30. Irfan, Muhammad & Rehman, Mubeen Abdur & Razzaq, Asif & Hao, Yu, 2023. "What derives renewable energy transition in G-7 and E-7 countries? The role of financial development and mineral markets," Energy Economics, Elsevier, vol. 121(C).
    31. Bleher, Johannes & Dimpfl, Thomas, 2022. "Knitting Multi-Annual High-Frequency Google Trends to Predict Inflation and Consumption," Econometrics and Statistics, Elsevier, vol. 24(C), pages 1-26.
    32. Eduardo Cavallo & Sebastian Galiani & Ilan Noy & Juan Pantano, 2013. "Catastrophic Natural Disasters and Economic Growth," The Review of Economics and Statistics, MIT Press, vol. 95(5), pages 1549-1561, December.
    33. Wu, You & Ren, Wenting & Wan, Jieru & Liu, Xiaoxue, 2023. "Time-frequency volatility connectedness between fossil energy and agricultural commodities: Comparing the COVID-19 pandemic with the Russia-Ukraine conflict," Finance Research Letters, Elsevier, vol. 55(PA).
    34. Coulson, N. Edward & McCoy, Shawn J. & McDonough, Ian K., 2020. "Economic diversification and the resiliency hypothesis: Evidence from the impact of natural disasters on regional housing values," Regional Science and Urban Economics, Elsevier, vol. 85(C).
    35. Xiang, Ju & Zhu, Xiaoneng, 2014. "Intraday asymmetric liquidity and asymmetric volatility in FTSE-100 futures market," Journal of Empirical Finance, Elsevier, vol. 25(C), pages 134-148.
    36. Hyein Shim & Hyeyoen Kim & Junyeup Kim & Doojin Ryu, 2015. "Weather and stock market volatility: the case of a leading emerging market," Applied Economics Letters, Taylor & Francis Journals, vol. 22(12), pages 987-992, August.
    37. Patton, Andrew J. & Sheppard, Kevin, 2009. "Optimal combinations of realised volatility estimators," International Journal of Forecasting, Elsevier, vol. 25(2), pages 218-238.
    38. Smales, L.A., 2021. "Investor attention and global market returns during the COVID-19 crisis," International Review of Financial Analysis, Elsevier, vol. 73(C).
    39. Molnár, Peter, 2012. "Properties of range-based volatility estimators," International Review of Financial Analysis, Elsevier, vol. 23(C), pages 20-29.
    40. Gassebner, Martin & Keck, Alexander & Teh, Robert, 2006. "The impact of disasters on international trade," WTO Staff Working Papers ERSD-2006-04, World Trade Organization (WTO), Economic Research and Statistics Division.
    41. Symeonidis, Lazaros & Daskalakis, George & Markellos, Raphael N., 2010. "Does the weather affect stock market volatility?," Finance Research Letters, Elsevier, vol. 7(4), pages 214-223, December.
    42. Thomas K.J. McDermott & Frank Barry & Richard S.J. Tol, 2014. "Disasters and development: natural disasters, credit constraints, and economic growth," Oxford Economic Papers, Oxford University Press, vol. 66(3), pages 750-773.
    43. Vikrant Panwar & Subir Sen, 2019. "Economic Impact of Natural Disasters: An Empirical Re-examination," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 13(1), pages 109-139, February.
    44. David Hirshleifer & Sonya Seongyeon Lim & Siew Hong Teoh, 2009. "Driven to Distraction: Extraneous Events and Underreaction to Earnings News," Journal of Finance, American Finance Association, vol. 64(5), pages 2289-2325, October.
    45. Ning Lin, 2019. "Tropical cyclones and heatwaves," Nature Climate Change, Nature, vol. 9(8), pages 579-580, August.
    46. Lyócsa, Štefan & Plíhal, Tomáš, 2022. "Russia’s ruble during the onset of the Russian invasion of Ukraine in early 2022: The role of implied volatility and attention," Finance Research Letters, Elsevier, vol. 48(C).
    47. Fabio Pizzutilo & Valeria Roncone, 2017. "Red sky at night or in the morning, to the equity market neither a delight nor a warning: the weather effect re-examined using intraday stock data," The European Journal of Finance, Taylor & Francis Journals, vol. 23(14), pages 1280-1310, November.
    48. Vikash Ramiah, 2013. "Effects of the Boxing Day tsunami on the world capital markets," Review of Quantitative Finance and Accounting, Springer, vol. 40(2), pages 383-401, February.
    49. William N. Goetzmann & Dasol Kim & Alok Kumar & Qin Wang, 2015. "Weather-Induced Mood, Institutional Investors, and Stock Returns," The Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 73-111.
    50. Garman, Mark B & Klass, Michael J, 1980. "On the Estimation of Security Price Volatilities from Historical Data," The Journal of Business, University of Chicago Press, vol. 53(1), pages 67-78, January.
    51. Piotr Fiszeder & Grzegorz Perczak, 2013. "A new look at variance estimation based on low, high and closing prices taking into account the drift," Statistica Neerlandica, Netherlands Society for Statistics and Operations Research, vol. 67(4), pages 456-481, November.
    52. Lyócsa, Štefan & Molnár, Peter & Plíhal, Tomáš, 2019. "Central bank announcements and realized volatility of stock markets in G7 countries," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 58(C), pages 117-135.
    53. Lyócsa, Štefan & Molnár, Peter & Plíhal, Tomáš & Širaňová, Mária, 2020. "Impact of macroeconomic news, regulation and hacking exchange markets on the volatility of bitcoin," Journal of Economic Dynamics and Control, Elsevier, vol. 119(C).
    54. Wu, Fei & Zhang, Dayong & Ji, Qiang, 2021. "Systemic risk and financial contagion across top global energy companies," Energy Economics, Elsevier, vol. 97(C).
    55. Kate Anderson, 2020. "When the lights go out," Nature Energy, Nature, vol. 5(3), pages 189-190, March.
    56. Guidolin, Massimo & Pedio, Manuela, 2021. "Media Attention vs. Sentiment as Drivers of Conditional Volatility Predictions: An Application to Brexit," Finance Research Letters, Elsevier, vol. 42(C).
    57. Audrino, Francesco & Sigrist, Fabio & Ballinari, Daniele, 2020. "The impact of sentiment and attention measures on stock market volatility," International Journal of Forecasting, Elsevier, vol. 36(2), pages 334-357.
    58. Kim, Neri & Lučivjanská, Katarína & Molnár, Peter & Villa, Roviel, 2019. "Google searches and stock market activity: Evidence from Norway," Finance Research Letters, Elsevier, vol. 28(C), pages 208-220.
    59. Kaplanski, Guy & Levy, Haim, 2010. "Sentiment and stock prices: The case of aviation disasters," Journal of Financial Economics, Elsevier, vol. 95(2), pages 174-201, February.
    60. repec:nas:journl:v:115:y:2018:p:9216-9221 is not listed on IDEAS
    61. Zhi Da & Joseph Engelberg & Pengjie Gao, 2011. "In Search of Attention," Journal of Finance, American Finance Association, vol. 66(5), pages 1461-1499, October.
    62. Kuangchung Hsu & Zhen Zhu, 2023. "Tropical storms and the U.S. natural gas demand: how have hurricanes impacted natural gas consumption?," Applied Economics, Taylor & Francis Journals, vol. 55(10), pages 1074-1097, February.
    63. Ben David Nissim & Levkovitch Liran & Skalka Eshel, 2012. "Do natural phenomena affect stocks’ yield in Israel?," Applied Financial Economics, Taylor & Francis Journals, vol. 22(2), pages 127-133, January.
    64. Naoi, Michio & Seko, Miki & Sumita, Kazuto, 2009. "Earthquake risk and housing prices in Japan: Evidence before and after massive earthquakes," Regional Science and Urban Economics, Elsevier, vol. 39(6), pages 658-669, November.
    65. Lu, Jing & Chou, Robin K., 2012. "Does the weather have impacts on returns and trading activities in order-driven stock markets? Evidence from China," Journal of Empirical Finance, Elsevier, vol. 19(1), pages 79-93.
    66. Lyócsa, Štefan & Todorova, Neda, 2020. "Trading and non-trading period realized market volatility: Does it matter for forecasting the volatility of US stocks?," International Journal of Forecasting, Elsevier, vol. 36(2), pages 628-645.
    67. Brad M. Barber & Terrance Odean, 2008. "All That Glitters: The Effect of Attention and News on the Buying Behavior of Individual and Institutional Investors," The Review of Financial Studies, Society for Financial Studies, vol. 21(2), pages 785-818, April.
    68. Gabriele Ranco & Darko Aleksovski & Guido Caldarelli & Miha Grčar & Igor Mozetič, 2015. "The Effects of Twitter Sentiment on Stock Price Returns," PLOS ONE, Public Library of Science, vol. 10(9), pages 1-21, September.
    69. Martina Halouskov'a & Daniel Stav{s}ek & Mat'uv{s} Horv'ath, 2022. "The role of investor attention in global asset price variation during the invasion of Ukraine," Papers 2205.05985, arXiv.org, revised Aug 2022.
    70. Xu, Hao & Xu, Jingxuan & Wang, Jie & Hou, Xiang, 2023. "Reduce production or increase efficiency? Hazardous air pollutants regulation, energy use, and the synergistic effect on industrial enterprises' carbon emission," Energy Economics, Elsevier, vol. 126(C).
    71. Horvath, Roman, 2021. "Natural catastrophes and financial depth: An empirical analysis," Journal of Financial Stability, Elsevier, vol. 53(C).
    72. Hudson, Robert & Urquhart, Andrew & Zhang, Hanxiong, 2020. "Political uncertainty and sentiment: Evidence from the impact of Brexit on financial markets," European Economic Review, Elsevier, vol. 129(C).
    73. Fekrazad, Amir, 2019. "Earthquake-risk salience and housing prices: Evidence from California," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 78(C), pages 104-113.
    74. Ajita Atreya & Susana Ferreira & Warren Kriesel, 2013. "Forgetting the Flood? An Analysis of the Flood Risk Discount over Time," Land Economics, University of Wisconsin Press, vol. 89(4), pages 577-596.
    75. Carolyn Kousky, 2010. "Learning from Extreme Events: Risk Perceptions after the Flood," Land Economics, University of Wisconsin Press, vol. 86(3).
    76. Aslak Grinsted & Peter Ditlevsen & Jens Hesselbjerg Christensen, 2019. "Normalized US hurricane damage estimates using area of total destruction, 1900−2018," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 116(48), pages 23942-23946, November.
    77. Corey Lang & John David Ryder, 2016. "The effect of tropical cyclones on climate change engagement," Climatic Change, Springer, vol. 135(3), pages 625-638, April.
    78. Ye, Xiang & Yue, Pengpeng, 2023. "Financial literacy and household energy efficiency: An analysis of credit market and supply chain," Finance Research Letters, Elsevier, vol. 52(C).
    79. Mosquera-López, Stephanía & Uribe, Jorge M. & Manotas-Duque, Diego Fernando, 2017. "Nonlinear empirical pricing in electricity markets using fundamental weather factors," Energy, Elsevier, vol. 139(C), pages 594-605.
    80. Cavallo, Eduardo & Noy, Ilan, 2011. "Natural Disasters and the Economy — A Survey," International Review of Environmental and Resource Economics, now publishers, vol. 5(1), pages 63-102, May.
    81. A. T. D. Perera & Vahid M. Nik & Deliang Chen & Jean-Louis Scartezzini & Tianzhen Hong, 2020. "Quantifying the impacts of climate change and extreme climate events on energy systems," Nature Energy, Nature, vol. 5(2), pages 150-159, February.
    82. Peter Reinhard Hansen & Asger Lunde, 2005. "A Realized Variance for the Whole Day Based on Intermittent High-Frequency Data," Journal of Financial Econometrics, Oxford University Press, vol. 3(4), pages 525-554.
    83. Ajita Atreya & Susana Ferreira, 2015. "Seeing is Believing? Evidence from Property Prices in Inundated Areas," Risk Analysis, John Wiley & Sons, vol. 35(5), pages 828-848, May.
    84. Noth, Felix & Schüwer, Ulrich, 2023. "Natural disasters and bank stability: Evidence from the U.S. financial system," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
    85. Gennaro Bernile & Vineet Bhagwat & P. Raghavendra Rau, 2017. "What Doesn't Kill You Will Only Make You More Risk-Loving: Early-Life Disasters and CEO Behavior," Journal of Finance, American Finance Association, vol. 72(1), pages 167-206, February.
    86. Lyócsa, Štefan & Todorova, Neda, 2024. "Forecasting of clean energy market volatility: The role of oil and the technology sector," Energy Economics, Elsevier, vol. 132(C).
    87. Lyócsa, Štefan & Molnár, Peter & Výrost, Tomáš, 2021. "Stock market volatility forecasting: Do we need high-frequency data?," International Journal of Forecasting, Elsevier, vol. 37(3), pages 1092-1110.
    88. Faccini, Renato & Matin, Rastin & Skiadopoulos, George, 2023. "Dissecting climate risks: Are they reflected in stock prices?," Journal of Banking & Finance, Elsevier, vol. 155(C).
    89. Ergen, Ibrahim & Rizvanoghlu, Islam, 2016. "Asymmetric impacts of fundamentals on the natural gas futures volatility: An augmented GARCH approach," Energy Economics, Elsevier, vol. 56(C), pages 64-74.
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    More about this item

    Keywords

    Hurricanes; Stock market; Energy; Attention;
    All these keywords.

    JEL classification:

    • Q41 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Energy - - - Demand and Supply; Prices
    • Q54 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Climate; Natural Disasters and their Management; Global Warming

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