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Effects of Covid-19 Related Government Response Stringency and Support Policies: Evidence from European Firms

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  • Benedikt Janzen
  • Doina Maria Radulescu

Abstract

In this paper we employ survey information on more than 10,000 Southern and Eastern European firms and panel data methods to assess the effects of the COVID-19-related lockdown and government support policies on the business operations of enterprises. Our findings reveal considerable size- and sector-related effect heterogeneity, with small firms, exporting firms and firms operating in the facility sector experiencing the largest losses in terms of sales. A complete lockdown leads to an average decrease in sales by approximately 64%. We also document a disproportionate impact on female self-employed. Furthermore, state aid in the form of deferral of payments or wage subsidies were the most effective government support instruments. For instance, wage subsidies saved up to 2.7 employees per firm in the surveyed enterprises.

Suggested Citation

  • Benedikt Janzen & Doina Maria Radulescu, 2021. "Effects of Covid-19 Related Government Response Stringency and Support Policies: Evidence from European Firms," CESifo Working Paper Series 9116, CESifo.
  • Handle: RePEc:ces:ceswps:_9116
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    References listed on IDEAS

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    1. Daniel Graeber & Alexander S. Kritikos & Johannes Seebauer, 2021. "COVID-19: a crisis of the female self-employed," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(4), pages 1141-1187, October.
    2. Xavier Cirera & Marcio Cruz & Elwyn Davies & Arti Grover & Leonardo Iacovone & Jose Ernesto Lopez Cordova & Denis Medvedev & Franklin Okechukwu Maduko & Gaurav Nayyar & Santiago Reyes Ortega & Jesica , 2021. "Policies to Support Businesses through the COVID-19 Shock: A Firm Level Perspective," The World Bank Research Observer, World Bank Group, vol. 36(1), pages 41-66.
    3. Erica Bosio & Filip Jolevski & Joseph Lemoine & Rita Ramalho, 2020. "Survival of firms in developing economies during economic crisis," Vox eBook Chapters, in: Simeon Djankov & Ugo Panizza (ed.), COVID-19 in Developing Economies, edition 1, volume 1, chapter 1, pages 157-174, Centre for Economic Policy Research.
    4. Tarek A. Hassan & Stephan Hollander & Laurence van Lent & Ahmed Tahoun, 2020. "Firm-Level Exposure to Epidemic Diseases: Covid-19, SARS, and H1N1," Working Papers Series inetwp119, Institute for New Economic Thinking.
    5. Thomas Hale & Noam Angrist & Rafael Goldszmidt & Beatriz Kira & Anna Petherick & Toby Phillips & Samuel Webster & Emily Cameron-Blake & Laura Hallas & Saptarshi Majumdar & Helen Tatlow, 2021. "A global panel database of pandemic policies (Oxford COVID-19 Government Response Tracker)," Nature Human Behaviour, Nature, vol. 5(4), pages 529-538, April.
    6. Adams-Prassl, Abi & Boneva, Teodora & Golin, Marta & Rauh, Christopher, 2020. "Inequality in the impact of the coronavirus shock: Evidence from real time surveys," Journal of Public Economics, Elsevier, vol. 189(C).
    7. Marius Brülhart & Rafael Lalive & Tobias Lehmann & Michael Siegenthaler, 2020. "COVID-19 financial support to small businesses in Switzerland: evaluation and outlook," Swiss Journal of Economics and Statistics, Springer;Swiss Society of Economics and Statistics, vol. 156(1), pages 1-13, December.
    8. Adams-Prassl, A. & Boneva, T. & Golin, M & Rauh, C., 2020. "Inequality in the Impact of the Coronavirus Shock: New Survey Evidence for the US," Cambridge Working Papers in Economics 2022, Faculty of Economics, University of Cambridge.
    9. Apedo Amah,Marie Christine & Avdiu,Besart & Cirera,Xavier & Vargas Da Cruz,Marcio Jose & Davies,Elwyn Adriaan Robin & Grover,Arti Goswami & Iacovone,Leonardo & Kilinc,Umut & Medvedev,Denis & Maduko,Fr, 2020. "Unmasking the Impact of COVID-19 on Businesses : Firm Level Evidence from Across the World," Policy Research Working Paper Series 9434, The World Bank.
    10. Cameron, A. Colin & Trivedi, Pravin K., 1990. "Regression-based tests for overdispersion in the Poisson model," Journal of Econometrics, Elsevier, vol. 46(3), pages 347-364, December.
    11. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-632, Nov.-Dec..
    12. Kozeniauskas, Nicholas & Moreira, Pedro & Santos, Cezar, 2020. "Covid-19 and Firms: Productivity and Government Policies," CEPR Discussion Papers 15156, C.E.P.R. Discussion Papers.
    13. Benedikt Janzen & Doina Radulescu, 0. "Electricity Use as a Real-Time Indicator of the Economic Burden of the COVID-19-Related Lockdown: Evidence from Switzerland," CESifo Economic Studies, CESifo, vol. 66(4), pages 303-321.
    14. João Granja & Christos Makridis & Constantine Yannelis & Eric Zwick, 2020. "Did the Paycheck Protection Program Hit the Target?," NBER Working Papers 27095, National Bureau of Economic Research, Inc.
    15. Bosio,Erica & Djankov,Simeon & Jolevski,Filip & Ramalho,Rita, 2020. "Survival of Firms during Economic Crisis," Policy Research Working Paper Series 9239, The World Bank.
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    More about this item

    Keywords

    Covid-19; firms; government support policies; panel data methods;
    All these keywords.

    JEL classification:

    • D22 - Microeconomics - - Production and Organizations - - - Firm Behavior: Empirical Analysis
    • H12 - Public Economics - - Structure and Scope of Government - - - Crisis Management
    • H32 - Public Economics - - Fiscal Policies and Behavior of Economic Agents - - - Firm

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