IDEAS home Printed from https://ideas.repec.org/p/akf/cafewp/39.html

Stress and Trading Behavior: Informativeness of Insider Trading Around COVID-19 Pandemic

Author

Listed:
  • Das, Bijoy Chandra

Abstract

Prior literature shows that higher incomes lead to fewer financial worries, which improves one’s mental health. Therefore, higher investment returns can enhance investors’ mental health during a crisis. To test this hypothesis, this paper examines whether insiders involved in opportunistic trading during the COVID-19 pandemic in the U.S. improved their mental health by greater investment returns. We find evidence that opportunistic insiders earned greater investment returns from informed trading when their mental health was poor. Our statistically significant findings suggest that higher mental stress did not prevent opportunistic buyers from informed buying of shares which helped to generate greater returns when those stocks performed better. Our findings also suggest that opportunistic sellers in poor mental health sold shares to generate greater returns before the stock prices went down due to the pandemic. Our results are robust under different considerations such as event studies, robustness tests, placebo-event study and endogeneity concerns. Overall findings highlight the importance for policymakers to take greater initiatives to prevent informed trading by opportunistic insiders suffering from poor mental health during a crisis such as the COVID-19 pandemic.

Suggested Citation

  • Das, Bijoy Chandra, 2025. "Stress and Trading Behavior: Informativeness of Insider Trading Around COVID-19 Pandemic," CAFE Working Papers 39, Centre for Accountancy, Finance and Economics (CAFE), Birmingham City Business School, Birmingham City University.
  • Handle: RePEc:akf:cafewp:39
    as

    Download full text from publisher

    File URL: https://www.open-access.bcu.ac.uk/16779/1/Working_Paper_39.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Boungou, Whelsy & Yatié, Alhonita, 2022. "The impact of the Ukraine–Russia war on world stock market returns," Economics Letters, Elsevier, vol. 215(C).
    2. Marianna Virtanen & Stephen A Stansfeld & Rebecca Fuhrer & Jane E Ferrie & Mika Kivimäki, 2012. "Overtime Work as a Predictor of Major Depressive Episode: A 5-Year Follow-Up of the Whitehall II Study," PLOS ONE, Public Library of Science, vol. 7(1), pages 1-5, January.
    3. Cheng, Lin & Jin, Qinglu & Ma, Hui, 2023. "Tone emphasis and insider trading," Journal of Corporate Finance, Elsevier, vol. 80(C).
    4. Fama, Eugene F, 1970. "Efficient Capital Markets: A Review of Theory and Empirical Work," Journal of Finance, American Finance Association, vol. 25(2), pages 383-417, May.
    5. Joshua D. Angrist & Jörn-Steffen Pischke, 2009. "Mostly Harmless Econometrics: An Empiricist's Companion," Economics Books, Princeton University Press, edition 1, number 8769, December.
    6. repec:hal:pseose:halshs-01155641 is not listed on IDEAS
    7. McInerney, Melissa & Mellor, Jennifer M. & Nicholas, Lauren Hersch, 2013. "Recession depression: Mental health effects of the 2008 stock market crash," Journal of Health Economics, Elsevier, vol. 32(6), pages 1090-1104.
    8. Andrew W. Lo, 2012. "Adaptive Markets and the New World Order (corrected May 2012)," Financial Analysts Journal, Taylor & Francis Journals, vol. 68(2), pages 18-29, March.
    9. Jana P. Fidrmuc & Marc Goergen & Luc Renneboog, 2006. "Insider Trading, News Releases, and Ownership Concentration," Journal of Finance, American Finance Association, vol. 61(6), pages 2931-2973, December.
    10. Tavakoli, Manouchehr & McMillan, David & McKnight, Phillip J., 2012. "Insider trading and stock prices," International Review of Economics & Finance, Elsevier, vol. 22(1), pages 254-266.
    11. Brodeur, Abel & Clark, Andrew E. & Fleche, Sarah & Powdthavee, Nattavudh, 2021. "COVID-19, lockdowns and well-being: Evidence from Google Trends," Journal of Public Economics, Elsevier, vol. 193(C).
    12. Kyriacou, Kyriacos & Liu, Siming & Mase, Bryan, 2024. "Corruption and insider trading," Journal of Corporate Finance, Elsevier, vol. 89(C).
    13. Yu, Xiaoling & Xiao, Kaitian & Liu, Junping, 2022. "Dynamic co-movements of COVID-19 pandemic anxieties and stock market returns," Finance Research Letters, Elsevier, vol. 46(PA).
    14. Chen, Shenglan & Ma, Hui & Wu, Qiang & Zhang, Hao, 2023. "Does common ownership constrain managerial rent extraction? Evidence from insider trading profitability," Journal of Corporate Finance, Elsevier, vol. 80(C).
    15. Cziraki, Peter, 2018. "Trading by bank insiders before and during the 2007–2008 financial crisis," Journal of Financial Intermediation, Elsevier, vol. 33(C), pages 58-82.
    16. Enrichetta Ravina & Paola Sapienza, 2010. "What Do Independent Directors Know? Evidence from Their Trading," NBER Chapters, in: Corporate Governance, National Bureau of Economic Research, Inc.
    17. Ozlem Akin & Nicholas S. Coleman & Christian Fons‐Rosen & José‐Luis Peydró, 2021. "Political connections and informed trading: Evidence from TARP," Financial Management, Financial Management Association International, vol. 50(3), pages 619-644, September.
    18. Ali, Usman & Hirshleifer, David, 2017. "Opportunism as a firm and managerial trait: Predicting insider trading profits and misconduct," Journal of Financial Economics, Elsevier, vol. 126(3), pages 490-515.
    19. Jonathan L. Rogers & Douglas J. Skinner & Sarah L. C. Zechman, 2016. "The role of the media in disseminating insider-trading news," Review of Accounting Studies, Springer, vol. 21(3), pages 711-739, September.
    20. Benedicte Apouey & Andrew E. Clark, 2015. "Winning Big but Feeling no Better? The Effect of Lottery Prizes on Physical and Mental Health," Health Economics, John Wiley & Sons, Ltd., vol. 24(5), pages 516-538, May.
    21. Goergen, Marc & Renneboog, Luc & Zhao, Yang, 2019. "Insider trading and networked directors," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 152-175.
    22. Chen, Yenn-Ru & Ho, Keng-Yu & Yeh, Chia-Wei, 2020. "CEO overconfidence and corporate cash holdings," Journal of Corporate Finance, Elsevier, vol. 62(C).
    23. Qing He & Oliver M. Rui, 2016. "Ownership Structure and Insider Trading: Evidence from China," Journal of Business Ethics, Springer, vol. 134(4), pages 553-574, April.
    24. Jose M. Marin & Jacques P. Olivier, 2008. "The Dog That Did Not Bark: Insider Trading and Crashes," Journal of Finance, American Finance Association, vol. 63(5), pages 2429-2476, October.
    25. Todd A. Gormley & David A. Matsa, 2014. "Common Errors: How to (and Not to) Control for Unobserved Heterogeneity," The Review of Financial Studies, Society for Financial Studies, vol. 27(2), pages 617-661.
    26. Scott R. Baker & Nicholas Bloom & Steven J. Davis & Stephen J. Terry, 2020. "COVID-Induced Economic Uncertainty," NBER Working Papers 26983, National Bureau of Economic Research, Inc.
    27. Lauren Cohen & Christopher Malloy & Lukasz Pomorski, 2012. "Decoding Inside Information," Journal of Finance, American Finance Association, vol. 67(3), pages 1009-1043, June.
    28. Bijoy Chandra Das, 2025. "Opportunistic Insider Trading During the COVID‐19 Pandemic," Financial Markets, Institutions & Instruments, John Wiley & Sons, vol. 34(3), pages 131-149, August.
    29. Debby Van Geyt & Philippe Van Cauwenberge & Heidi Vander Bauwhede, 2013. "The impact of the financial crisis on insider trading profitability in Belgium," Journal of Business Economics and Management, Taylor & Francis Journals, vol. 14(2), pages 364-385, April.
    30. Alan D. Jagolinzer & David F. Larcker & Gaizka Ormazabal & Daniel J. Taylor, 2020. "Political Connections and the Informativeness of Insider Trades," Journal of Finance, American Finance Association, vol. 75(4), pages 1833-1876, August.
    31. Fama, Eugene F, 1991. "Efficient Capital Markets: II," Journal of Finance, American Finance Association, vol. 46(5), pages 1575-1617, December.
    32. Wintoki, M. Babajide & Linck, James S. & Netter, Jeffry M., 2012. "Endogeneity and the dynamics of internal corporate governance," Journal of Financial Economics, Elsevier, vol. 105(3), pages 581-606.
    33. Chen, Jun-Hong & Yang, Yuanyuan & Fang, Cao & Huang, Chieh-Hsun & Chiang, Chien-Jen & Wu, Chi-Fang & Jonson-Reid, Melissa & Drake, Brett, 2025. "Balancing work and earnings: The long-term impact on mental health," Social Science & Medicine, Elsevier, vol. 364(C).
    Full references (including those not matched with items on IDEAS)

    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. Goergen, Marc & Renneboog, Luc & Zhao, Yang, 2019. "Insider trading and networked directors," Journal of Corporate Finance, Elsevier, vol. 56(C), pages 152-175.
    2. Sadok El Ghoul & Omrane Guedhami & Robert Nash & He (Helen) Wang, 2022. "Economic policy uncertainty and insider trading," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 45(4), pages 817-854, December.
    3. Ma, Rui & Marshall, Ben R. & Nguyen, Hung T. & Nguyen, Nhut H. & Visaltanachoti, Nuttawat, 2024. "Insider trading and climate disasters," Global Finance Journal, Elsevier, vol. 62(C).
    4. Dai, Jingwen & Xu, Rong & Zhu, Tianqi & Lu, Chao, 2024. "Common institutional ownership and opportunistic insider selling: Evidence from China," Pacific-Basin Finance Journal, Elsevier, vol. 88(C).
    5. Wang, Shaoyi, 2026. "National identity and foreign directors' access to private information," Journal of Corporate Finance, Elsevier, vol. 96(C).
    6. Liu, Hui & Chang, Yufan & Zuo, Man, 2023. "Key audit matters and insider trading profitability: Evidence from China," Journal of Contemporary Accounting and Economics, Elsevier, vol. 19(3).
    7. Drobetz, Wolfgang & Mussbach, Emil & Westheide, Christian, 2020. "Corporate insider trading and return skewness," Journal of Corporate Finance, Elsevier, vol. 60(C).
    8. Irene Karamanou & Grace Pownall & Rachna Prakash, 2021. "Asymmetric information consolidation and price discovery: Inferring bad news from insider sales," Journal of Business Finance & Accounting, Wiley Blackwell, vol. 48(1-2), pages 230-268, January.
    9. Jiang, Chao & Wintoki, M. Babajide & Xi, Yaoyi, 2021. "Insider trading and the legal expertise of corporate executives," Journal of Banking & Finance, Elsevier, vol. 127(C).
    10. Ferhat Akbas & Chao Jiang & Paul D. Koch, 2020. "Insider Investment Horizon," Journal of Finance, American Finance Association, vol. 75(3), pages 1579-1627, June.
    11. Contreras, Harold & Marcet, Francisco, 2021. "Sell-side analyst heterogeneity and insider trading," Journal of Corporate Finance, Elsevier, vol. 66(C).
    12. Mazza, Paolo & Wang, Shiyu, 2021. "Corporate legal insider trading in China: Performance and determinants," International Review of Law and Economics, Elsevier, vol. 68(C).
    13. Chen, Shenglan & Ma, Hui & Wu, Qiang & Zhang, Hao, 2023. "Does common ownership constrain managerial rent extraction? Evidence from insider trading profitability," Journal of Corporate Finance, Elsevier, vol. 80(C).
    14. Eckbo, B. Espen & Ødegaard, Bernt Arne, 2025. "Director informativeness following board gender balancing: Evidence from insider trading," Journal of Corporate Finance, Elsevier, vol. 94(C).
    15. Mansoor Afzali & Minna Martikainen, 2021. "Network centrality and value relevance of insider trading: Evidence from Europe," The Financial Review, Eastern Finance Association, vol. 56(4), pages 793-819, November.
    16. Pham, Man Duy (Marty), 2022. "Management friendship and insider opportunism," International Review of Financial Analysis, Elsevier, vol. 84(C).
    17. Fang, Fei & Meng, Chong & Tang, Zhenyang & Veeren, Parianen, 2025. "Insider risk aversion and trade informativeness: evidence from pre-option-grant selling," Finance Research Letters, Elsevier, vol. 85(PA).
    18. Jianfu Shen & Eddie C.M. Hui & Kwokyuen Fan, 2021. "Did Real Estate Professionals Anticipate the 2007-2008 Financial Crisis? Evidence from Insider Trading in the REITs," The Journal of Real Estate Finance and Economics, Springer, vol. 63(1), pages 122-142, July.
    19. Shams, Syed M.M. & Duong, Huu Nhan & Singh, Harminder, 2016. "Information content of directors' trading around acquisitions," Pacific-Basin Finance Journal, Elsevier, vol. 38(C), pages 177-193.
    20. Oenschläger, Eike & Möllenhoff, Steffen, 2025. "Insider filings as trading signals — Does it pay to be fast?," Finance Research Letters, Elsevier, vol. 72(C).

    More about this item

    Keywords

    ;
    ;
    ;
    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    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:akf:cafewp:39. 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: Research Publications Librarian (email available below). General contact details of provider: https://edirc.repec.org/data/bsuceuk.html .

    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.