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Natural disasters and market manipulation

Author

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  • Akter, Maimuna
  • Cumming, Douglas
  • Ji, Shan

Abstract

Natural disasters exacerbate swings in investor sentiment and information asymmetry. As such, we propose natural disasters enable more frequent and severe market manipulation. We test this proposition using the securities listed in the NYSE and NASDAQ, disaster data from the National Oceanic and Atmospheric Administration, and surveillance industry-provided manipulation data from SMARTS, Inc. The data indicate the frequency and severity of market manipulation increases during disaster periods. Community resilience, hazard mitigation programs, and operational location moderate the effect of natural disasters on manipulation. These effects are not mechanically driven by spikes in volatility in disaster-county months. These effects are more pronounced for certain industries, including agricultural, health, and manufacturing industries. Finally, these findings are robust to alternative proxies of manipulation and various model specifications that include but are not limited to using difference-in-differences analysis.

Suggested Citation

  • Akter, Maimuna & Cumming, Douglas & Ji, Shan, 2023. "Natural disasters and market manipulation," Journal of Banking & Finance, Elsevier, vol. 153(C).
  • Handle: RePEc:eee:jbfina:v:153:y:2023:i:c:s0378426623001073
    DOI: 10.1016/j.jbankfin.2023.106883
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    as
    1. Caroline Lambert & Samuel Sponem, 2005. "Corporate governance and profit manipulation: a French field study," Post-Print halshs-00170340, HAL.
    2. Zhi Da & Joseph Engelberg & Pengjie Gao, 2015. "Editor's Choice The Sum of All FEARS Investor Sentiment and Asset Prices," Review of Financial Studies, Society for Financial Studies, vol. 28(1), pages 1-32.
    3. Amine Ouazad & Matthew E Kahn, 2022. "Mortgage Finance and Climate Change: Securitization Dynamics in the Aftermath of Natural Disasters," Review of Financial Studies, Society for Financial Studies, vol. 35(8), pages 3617-3665.
    4. Allen, Franklin & Gale, Douglas, 1992. "Stock-Price Manipulation," Review of Financial Studies, Society for Financial Studies, vol. 5(3), pages 503-529.
    5. Derek Kellenberg & A. Mushfiq Mobarak, 2011. "The Economics of Natural Disasters," Annual Review of Resource Economics, Annual Reviews, vol. 3(1), pages 297-312, October.
    6. Toya, Hideki & Skidmore, Mark, 2007. "Economic development and the impacts of natural disasters," Economics Letters, Elsevier, vol. 94(1), pages 20-25, January.
    7. Shashwat Alok & Nitin Kumar & Russ Wermers & Harrison Hong, 2020. "Do Fund Managers Misestimate Climatic Disaster Risk," Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1146-1183.
    8. Kedia, Simi & Panchapagesan, Venkatesh, 2011. "Why do only some Nasdaq firms switch to the NYSE? Evidence from corporate transactions," Journal of Financial Markets, Elsevier, vol. 14(1), pages 109-126, February.
    9. Huynh, Thanh D. & Nguyen, Thu Ha & Truong, Cameron, 2020. "Climate risk: The price of drought," Journal of Corporate Finance, Elsevier, vol. 65(C).
    10. Lee, Wayne Y. & Jiang, Christine X. & Indro, Daniel C., 2002. "Stock market volatility, excess returns, and the role of investor sentiment," Journal of Banking & Finance, Elsevier, vol. 26(12), pages 2277-2299.
    11. Massimo Massa & Andrei Simonov, 2006. "Hedging, Familiarity and Portfolio Choice," Review of Financial Studies, Society for Financial Studies, vol. 19(2), pages 633-685.
    12. Hillion, Pierre & Suominen, Matti, 2004. "The manipulation of closing prices," Journal of Financial Markets, Elsevier, vol. 7(4), pages 351-375, October.
    13. Nielsson, Ulf & Wójcik, Dariusz, 2016. "Proximity and IPO underpricing," Journal of Corporate Finance, Elsevier, vol. 38(C), pages 92-105.
    14. Rehse, Dominik & Riordan, Ryan & Rottke, Nico & Zietz, Joachim, 2019. "The effects of uncertainty on market liquidity: Evidence from Hurricane Sandy," Journal of Financial Economics, Elsevier, vol. 134(2), pages 318-332.
    15. Chen, Yangyang & Fan, Qingliang & Yang, Xin & Zolotoy, Leon, 2021. "CEO early-life disaster experience and stock price crash risk," Journal of Corporate Finance, Elsevier, vol. 68(C).
    16. Faleye, Olubunmi & Krishnan, Karthik, 2017. "Risky lending: Does bank corporate governance matter?," Journal of Banking & Finance, Elsevier, vol. 83(C), pages 57-69.
    17. 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).
    18. Cumming, Douglas & Ji, Shan & Peter, Rejo & Tarsalewska, Monika, 2020. "Market manipulation and innovation," Journal of Banking & Finance, Elsevier, vol. 120(C).
    19. Sadok El Ghoul & Omrane Guedhami & Yongtae Kim, 2017. "Country-level institutions, firm value, and the role of corporate social responsibility initiatives," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 48(3), pages 360-385, April.
    20. repec:dau:papers:123456789/1373 is not listed on IDEAS
    21. Gao, Ming & Liu, Yu-Jane & Shi, Yushui, 2020. "Do people feel less at risk? Evidence from disaster experience," Journal of Financial Economics, Elsevier, vol. 138(3), pages 866-888.
    22. Philipp Krueger & Zacharias Sautner & Laura T Starks, 2020. "The Importance of Climate Risks for Institutional Investors," Review of Financial Studies, Society for Financial Studies, vol. 33(3), pages 1067-1111.
    23. Shan, Liwei & Gong, Stephen X., 2012. "Investor sentiment and stock returns: Wenchuan Earthquake," Finance Research Letters, Elsevier, vol. 9(1), pages 36-47.
    24. Joshua D. Coval & Tobias J. Moskowitz, 2001. "The Geography of Investment: Informed Trading and Asset Prices," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 811-841, August.
    25. Christo Pirinsky & Qinghai Wang, 2006. "Does Corporate Headquarters Location Matter for Stock Returns?," Journal of Finance, American Finance Association, vol. 61(4), pages 1991-2015, August.
    26. Jeffrey R. Brown & Zoran Ivković & Paul A. Smith & Scott Weisbenner, 2008. "Neighbors Matter: Causal Community Effects and Stock Market Participation," Journal of Finance, American Finance Association, vol. 63(3), pages 1509-1531, June.
    27. Duc Duy Nguyen & Jens Hagendorff & Arman Eshraghi, 2016. "Can Bank Boards Prevent Misconduct?," Review of Finance, European Finance Association, vol. 20(1), pages 1-36.
    28. Matthew E. Kahn, 2005. "The Death Toll from Natural Disasters: The Role of Income, Geography, and Institutions," The Review of Economics and Statistics, MIT Press, vol. 87(2), pages 271-284, May.
    29. Quynh Do & Ngan Duong Cao & Dimitrios Gounopoulos & David Newton, 2023. "Environmental Concern, Regulations and Board Diversity," Review of Corporate Finance, now publishers, vol. 3(1-2), pages 99-148, May.
    30. Comerton-Forde, Carole & Putnins, Talis J., 2011. "Measuring closing price manipulation," Journal of Financial Intermediation, Elsevier, vol. 20(2), pages 135-158, April.
    31. Henry He Huang & Joseph Kerstein & Chong Wang, 2018. "The impact of climate risk on firm performance and financing choices: An international comparison," Journal of International Business Studies, Palgrave Macmillan;Academy of International Business, vol. 49(5), pages 633-656, July.
    32. Christopher J. Malloy, 2005. "The Geography of Equity Analysis," Journal of Finance, American Finance Association, vol. 60(2), pages 719-755, April.
    33. Imisiker, Serkan & Tas, Bedri Kamil Onur, 2013. "Which firms are more prone to stock market manipulation?," Emerging Markets Review, Elsevier, vol. 16(C), pages 119-130.
    34. Cumming, Douglas & Johan, Sofia & Li, Dan, 2011. "Exchange trading rules and stock market liquidity," Journal of Financial Economics, Elsevier, vol. 99(3), pages 651-671, March.
    35. Kong, Dongmin & Lin, Zhiyang & Wang, Yanan & Xiang, Junyi, 2021. "Natural disasters and analysts' earnings forecasts," Journal of Corporate Finance, Elsevier, vol. 66(C).
    36. Rajesh K. Aggarwal & Guojun Wu, 2006. "Stock Market Manipulations," The Journal of Business, University of Chicago Press, vol. 79(4), pages 1915-1954, July.
    37. 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.
    38. Carole Comerton-Forde & Tālis J. Putniņš, 2014. "Stock Price Manipulation: Prevalence and Determinants," Review of Finance, European Finance Association, vol. 18(1), pages 23-66.
    39. Hong, Harrison & Li, Frank Weikai & Xu, Jiangmin, 2019. "Climate risks and market efficiency," Journal of Econometrics, Elsevier, vol. 208(1), pages 265-281.
    40. Khan, Muhammad Asif & Hernandez, Jose Arreola & Shahzad, Syed Jawad Hussain, 2020. "Time and frequency relationship between household investors’ sentiment index and US industry stock returns," Finance Research Letters, Elsevier, vol. 36(C).
    41. John M Griffin & Amin Shams, 2018. "Manipulation in the VIX?," Review of Financial Studies, Society for Financial Studies, vol. 31(4), pages 1377-1417.
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    More about this item

    Keywords

    Market manipulation; Natural disasters;

    JEL classification:

    • G14 - Financial Economics - - General Financial Markets - - - Information and Market Efficiency; Event Studies; Insider Trading
    • 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

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