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Cui bono? Large-scale evidence on the impact of COVID-19 policy measures on listed firms

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Listed:
  • Haimann, Michael
  • Kaserer, Christoph
  • Ljubicic, Kristian

Abstract

By using a large international firm-level data set this paper aims to make a contribution in better understanding how COVID-19 related stringency and economic support measures actually affected the corporate sector. Our most important findings can be summarized as follows: First, we find robust evidence that stringency measures had a statistically and economically significant positive impact on listed firms. Second, with respect to the effects of economic support measures the evidence seems, at best, to be weakly in favor of a positive impact. Third, small and employment intensive companies profited most from economic support measures. Fourth, also highly leveraged or even Zombie firms profited more from these support measures than others. Overall, the results are in line with official policies aimed at sheltering SMEs and human capital intensive firms from the Corona shock waves. However, it also seems that governments unintentionally supported firms in financial difficulties or with non-viable business models already before the pandemic.

Suggested Citation

  • Haimann, Michael & Kaserer, Christoph & Ljubicic, Kristian, 2023. "Cui bono? Large-scale evidence on the impact of COVID-19 policy measures on listed firms," The Quarterly Review of Economics and Finance, Elsevier, vol. 89(C), pages 228-243.
    • Handle: RePEc:eee:quaeco:v:89:y:2023:i:c:p:228-243
    DOI: 10.1016/j.qref.2023.04.002
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    1. Stefano Ramelli & Alexander F Wagner, 2020. "Feverish Stock Price Reactions to COVID-19," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 622-655.
    2. Hoshi, Takeo & Kawaguchi, Daiji & Ueda, Kenichi, 2023. "Zombies, again? The COVID-19 business support programs in Japan," Journal of Banking & Finance, Elsevier, vol. 147(C).
    3. Narayan, Paresh Kumar & Devpura, Neluka & Wang, Hua, 2020. "Japanese currency and stock market—What happened during the COVID-19 pandemic?," Economic Analysis and Policy, Elsevier, vol. 68(C), pages 191-198.
    4. Niels Joachim Gormsen & Ralph S J Koijen & Nikolai Roussanov, 0. "Coronavirus: Impact on Stock Prices and Growth Expectations," The Review of Asset Pricing Studies, Society for Financial Studies, vol. 10(4), pages 574-597.
    5. John M. Griffin & Patrick J. Kelly & Federico Nardari, 2010. "Do Market Efficiency Measures Yield Correct Inferences? A Comparison of Developed and Emerging Markets," The Review of Financial Studies, Society for Financial Studies, vol. 23(8), pages 3225-3277, August.
    6. Giovanni Favara & Camelia Minoiu & Ander Pérez-Orive, 2021. "U.S. Zombie Firms: How Many and How Consequential?," FEDS Notes 2021-07-30-2, Board of Governors of the Federal Reserve System (U.S.).
    7. Mahyar Kargar & Benjamin Lester & David Lindsay & Shuo Liu & Pierre-Olivier Weill & Diego Zúñiga, 2021. "Corporate Bond Liquidity during the COVID-19 Crisis [The day coronavirus nearly broke the financial markets]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5352-5401.
    8. Narayan, Paresh Kumar & Phan, Dinh Hoang Bach & Liu, Guangqiang, 2021. "COVID-19 lockdowns, stimulus packages, travel bans, and stock returns," Finance Research Letters, Elsevier, vol. 38(C).
    9. Peter S. Schmidt & Urs von Arx & Andreas Schrimpf & Alexander F. Wagner & Andreas Ziegler, 2019. "Common risk factors in international stock markets," Financial Markets and Portfolio Management, Springer;Swiss Society for Financial Market Research, vol. 33(3), pages 213-241, September.
    10. Heyden, Kim J. & Heyden, Thomas, 2021. "Market reactions to the arrival and containment of COVID-19: An event study," Finance Research Letters, Elsevier, vol. 38(C).
    11. Zaremba, Adam & Kizys, Renatas & Aharon, David Y. & Demir, Ender, 2020. "Infected Markets: Novel Coronavirus, Government Interventions, and Stock Return Volatility around the Globe," Finance Research Letters, Elsevier, vol. 35(C).
    12. Ozgur S. Ince & R. Burt Porter, 2006. "Individual Equity Return Data From Thomson Datastream: Handle With Care!," Journal of Financial Research, Southern Finance Association;Southwestern Finance Association, vol. 29(4), pages 463-479, December.
    13. Hanauer, Matthias X. & Windmüller, Steffen, 2023. "Enhanced momentum strategies," Journal of Banking & Finance, Elsevier, vol. 148(C).
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    More about this item

    Keywords

    Coronavirus; COVID-19; Economic support measures; Employment intensity; Financial markets; Government support; Pandemic; SARS-CoV-2; Stringency measures; Zombie firms;
    All these keywords.

    JEL classification:

    • G00 - Financial Economics - - General - - - General
    • G01 - Financial Economics - - General - - - Financial Crises
    • G15 - Financial Economics - - General Financial Markets - - - International Financial Markets
    • G18 - Financial Economics - - General Financial Markets - - - Government Policy and Regulation

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