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The Impact of COVID-19 on the Fama-French Five-Factor Model: Unmasking Industry Dynamics

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  • Niall O’Donnell

    (Kemmy Business School, University of Limerick, V94 PH93 Limerick, Ireland)

  • Darren Shannon

    (Kemmy Business School, University of Limerick, V94 PH93 Limerick, Ireland)

  • Barry Sheehan

    (Kemmy Business School, University of Limerick, V94 PH93 Limerick, Ireland)

  • Badar Nadeem Ashraf

    (LSBU Business School, London South Bank University, London SE1 0AN, UK)

Abstract

This analysis investigates the performance and underlying dynamics of the Fama–French Five-Factor Model (FF5M) in the context of the COVID-19 pandemic, exploring its implications on the U.S. stock market across 30 industries. Our findings reveal marked shifts in the significance of factors. The SMB (size) gained in strength, while the HML (value) factor rose and fell in response to shifting flight-to-quality, liquidity, and inflation concerns. Both the RMW (profitability) and CMA (investment) factors saw a decline in their overall significance during the pandemic. Our results illustrate the oscillation of investor preferences from 2018 to 2023, capturing three distinct periods: pre-COVID-19, COVID-19, and post-COVID-19.

Suggested Citation

  • Niall O’Donnell & Darren Shannon & Barry Sheehan & Badar Nadeem Ashraf, 2024. "The Impact of COVID-19 on the Fama-French Five-Factor Model: Unmasking Industry Dynamics," IJFS, MDPI, vol. 12(4), pages 1-31, October.
    • Handle: RePEc:gam:jijfss:v:12:y:2024:i:4:p:98-:d:1491907
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    References listed on IDEAS

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    1. Basu, Sanjoy, 1983. "The relationship between earnings' yield, market value and return for NYSE common stocks : Further evidence," Journal of Financial Economics, Elsevier, vol. 12(1), pages 129-156, June.
    2. Al-Awadhi, Abdullah M. & Alsaifi, Khaled & Al-Awadhi, Ahmad & Alhammadi, Salah, 2020. "Death and contagious infectious diseases: Impact of the COVID-19 virus on stock market returns," Journal of Behavioral and Experimental Finance, Elsevier, vol. 27(C).
    3. Banz, Rolf W., 1981. "The relationship between return and market value of common stocks," Journal of Financial Economics, Elsevier, vol. 9(1), pages 3-18, March.
    4. Jegadeesh, Narasimhan & Titman, Sheridan, 1993. "Returns to Buying Winners and Selling Losers: Implications for Stock Market Efficiency," Journal of Finance, American Finance Association, vol. 48(1), pages 65-91, March.
    5. Engle, Robert F, 1982. "Autoregressive Conditional Heteroscedasticity with Estimates of the Variance of United Kingdom Inflation," Econometrica, Econometric Society, vol. 50(4), pages 987-1007, July.
    6. Michael Michaelides & Niraj Poudyal, 2024. "Good risk measures, bad statistical assumptions, ugly risk forecasts," The Financial Review, Eastern Finance Association, vol. 59(2), pages 519-543, May.
    7. Ozik, Gideon & Sadka, Ronnie & Shen, Siyi, 2021. "Flattening the Illiquidity Curve: Retail Trading During the COVID-19 Lockdown," Journal of Financial and Quantitative Analysis, Cambridge University Press, vol. 56(7), pages 2356-2388, November.
    8. Kewei Hou & David T. Robinson, 2006. "Industry Concentration and Average Stock Returns," Journal of Finance, American Finance Association, vol. 61(4), pages 1927-1956, August.
    9. Barsky, Robert B, 1989. "Why Don't the Prices of Stocks and Bonds Move Together?," American Economic Review, American Economic Association, vol. 79(5), pages 1132-1145, December.
    10. Mohammad Sharik Essa & Evangelos Giouvris, 2023. "Fama–French–Carhart Factor-Based Premiums in the US REIT Market: A Risk Based Explanation, and the Impact of Financial Distress and Liquidity Crisis from 2001 to 2020," IJFS, MDPI, vol. 11(1), pages 1-39, January.
    11. Yamani, Ehab A. & Swanson, Peggy E., 2014. "Financial crises and the global value premium: Revisiting Fama and French," Journal of International Financial Markets, Institutions and Money, Elsevier, vol. 33(C), pages 115-136.
    12. Black, Fischer, 1972. "Capital Market Equilibrium with Restricted Borrowing," The Journal of Business, University of Chicago Press, vol. 45(3), pages 444-455, July.
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