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Estimating SME Failures in Real Time: An Application to the COVID-19 Crisis

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  • Gourinchas, Pierre-Olivier
  • Kalemli-Özcan, Sebnem
  • Penciakova, Veronika
  • Sander, Nick

Abstract

We develop a flexible framework for tracking business failures during economic downturns. Our framework combines firm-level data with a model of cost-minimization where firms react to a rich set of shocks and fail if illiquid. After verifying that our methodology approximates past official failure rates, we apply it to the COVID-19 crisis in 11 countries. Absent government support, SME failures would have increased by 6.15 percentage points, representing 3.15 percent of employment. We find little threat to financial stability. Commonly implemented COVID-19 policies saved firms but were costly because funds were directed to firms that could survive without support.

Suggested Citation

  • Gourinchas, Pierre-Olivier & Kalemli-Özcan, Sebnem & Penciakova, Veronika & Sander, Nick, 2022. "Estimating SME Failures in Real Time: An Application to the COVID-19 Crisis," CEPR Discussion Papers 15323, C.E.P.R. Discussion Papers.
    • Handle: RePEc:cpr:ceprdp:15323
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    References listed on IDEAS

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    1. Olivier J Blanchard & Thomas Philippon & Jean Pisani-Ferry, 2020. "A new policy toolkit is needed as countries exit COVID-19 lockdowns," Policy Briefs PB20-8, Peterson Institute for International Economics.
    2. Elena Carletti & Tommaso Oliviero & Marco Pagano & Loriana Pelizzon & Marti G Subrahmanyam, 2020. "The COVID-19 Shock and Equity Shortfall: Firm-Level Evidence from Italy," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 534-568.
    3. Granja, João & Makridis, Christos & Yannelis, Constantine & Zwick, Eric, 2022. "Did the paycheck protection program hit the target?," Journal of Financial Economics, Elsevier, vol. 145(3), pages 725-761.
    4. Daniel A. Ackerberg & Kevin Caves & Garth Frazer, 2015. "Identification Properties of Recent Production Function Estimators," Econometrica, Econometric Society, vol. 83, pages 2411-2451, November.
    5. Lee, Yoonsoo & Mukoyama, Toshihiko, 2015. "Entry and exit of manufacturing plants over the business cycle," European Economic Review, Elsevier, vol. 77(C), pages 20-27.
    6. Viral V Acharya & Sascha Steffen, 2020. "The Risk of Being a Fallen Angel and the Corporate Dash for Cash in the Midst of COVID," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 430-471.
    7. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    8. Wooldridge, Jeffrey M., 2009. "On estimating firm-level production functions using proxy variables to control for unobservables," Economics Letters, Elsevier, vol. 104(3), pages 112-114, September.
    9. Camille Landais & Emmanuel Saez & Gabriel Zucman, 2020. "A progressive European wealth tax to fund the European COVID response," Vox eBook Chapters, in: AgneÌ€s BeÌ nassy-QueÌ reÌ & Beatrice Weder di Mauro (ed.), Europe in the Time of Covid-19, edition 1, volume 1, chapter 1, pages 113-118, Centre for Economic Policy Research.
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    Keywords

    Business failure; Covid-19; Bankruptcy; Smes;
    All these keywords.

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