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The economic reaction to non-pharmaceutical interventions during Covid-19

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  • Segarra-Blasco, Agustí
  • Teruel, Mercedes
  • Cattaruzzo, Sebastiano

Abstract

Policy makers have implemented a set of non-pharmaceutical interventions (NPIs) to contain the spread of Covid-19 and reduce the burden on health systems. These restrictive measures have had adverse effects on economic activity; however, these negative impacts differ with respect to each country. Based on daily data, this article studies governmental economic responses to the application of NPIs for 59 countries. Furthermore, we assess if these economic responses differ according to the economic and sectoral context of the countries. By applying a counting model to the economic support intensity, our results quantify the average reaction of governments in counterbalancing the imposition of NPIs. We further re-estimate the base model by dividing the countries according to their GDP per capita, the intensity of their service sectors, and the expenditure by tourists. Our results show how each NPI implied a different level of economic support and how the structural characteristics considered were relevant to the decision-making process.

Suggested Citation

  • Segarra-Blasco, Agustí & Teruel, Mercedes & Cattaruzzo, Sebastiano, 2021. "The economic reaction to non-pharmaceutical interventions during Covid-19," Economic Analysis and Policy, Elsevier, vol. 72(C), pages 592-608.
  • Handle: RePEc:eee:ecanpo:v:72:y:2021:i:c:p:592-608
    DOI: 10.1016/j.eap.2021.10.006
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    as
    1. Topcu, Mert & Gulal, Omer Serkan, 2020. "The impact of COVID-19 on emerging stock markets," Finance Research Letters, Elsevier, vol. 36(C).
    2. Martin Bodenstein & Giancarlo Corsetti & Luca Guerrieri, 2022. "Social distancing and supply disruptions in a pandemic," Quantitative Economics, Econometric Society, vol. 13(2), pages 681-721, May.
    3. 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.
    4. Michael D. Bordo & John V. Duca, 2020. "How New Fed Corporate Bond Programs Dampened the Financial Accelerator in the COVID-19 Recession," Working Papers 2029, Federal Reserve Bank of Dallas.
    5. Jeffrey M. Wooldridge, 2005. "Simple solutions to the initial conditions problem in dynamic, nonlinear panel data models with unobserved heterogeneity," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 20(1), pages 39-54, January.
    6. Francesco Bianchi & Sydney C. Ludvigson & Sai Ma, 2022. "Belief Distortions and Macroeconomic Fluctuations," American Economic Review, American Economic Association, vol. 112(7), pages 2269-2315, July.
    7. Martin S Eichenbaum & Sergio Rebelo & Mathias Trabandt, 2021. "The Macroeconomics of Epidemics [Economic activity and the spread of viral diseases: Evidence from high frequency data]," Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5149-5187.
    8. Giovanni Bonaccorsi & Francesco Pierri & Matteo Cinelli & Andrea Flori & Alessandro Galeazzi & Francesco Porcelli & Ana Lucia Schmidt & Carlo Michele Valensise & Antonio Scala & Walter Quattrociocchi , 2020. "Economic and social consequences of human mobility restrictions under COVID-19," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(27), pages 15530-15535, July.
    9. Cheng, Cindy & Barceló, Joan & Hartnett, Allison & Kubinec, Robert & Messerschmidt, Luca, 2020. "CoronaNet: A Dyadic Dataset of Government Responses to the COVID-19 Pandemic," SocArXiv dkvxy, Center for Open Science.
    10. Ugo Gentilini & Mohamed Almenfi & Ian Orton & Pamela Dale, 2020. "Social Protection and Jobs Responses to COVID-19," World Bank Publications - Reports 33635, The World Bank Group.
    11. Sophia Chen & Ms. Deniz O Igan & Mr. Nicola Pierri & Mr. Andrea F Presbitero, 2020. "Tracking the Economic Impact of COVID-19 and Mitigation Policies in Europe and the United States," IMF Working Papers 2020/125, International Monetary Fund.
    12. Engelhardt, Nils & Krause, Miguel & Neukirchen, Daniel & Posch, Peter N., 2021. "Trust and stock market volatility during the COVID-19 crisis," Finance Research Letters, Elsevier, vol. 38(C).
    13. Ashraf, Badar Nadeem, 2021. "Stock markets’ reaction to Covid-19: Moderating role of national culture," Finance Research Letters, Elsevier, vol. 41(C).
    14. Abel Brodeur & David Gray & Anik Islam & Suraiya Bhuiyan, 2021. "A literature review of the economics of COVID‐19," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1007-1044, September.
    15. Veronica Guerrieri & Guido Lorenzoni & Ludwig Straub & Iván Werning, 2022. "Macroeconomic Implications of COVID-19: Can Negative Supply Shocks Cause Demand Shortages?," American Economic Review, American Economic Association, vol. 112(5), pages 1437-1474, May.
    16. Škare, Marinko & Soriano, Domingo Riberio & Porada-Rochoń, Małgorzata, 2021. "Impact of COVID-19 on the travel and tourism industry," Technological Forecasting and Social Change, Elsevier, vol. 163(C).
    17. G. Dosi & L. Fanti & M. E. Virgillito, 2020. "Unequal societies in usual times, unjust societies in pandemic ones," Economia e Politica Industriale: Journal of Industrial and Business Economics, Springer;Associazione Amici di Economia e Politica Industriale, vol. 47(3), pages 371-389, September.
    18. Wooldridge, Jeffrey M., 1999. "Distribution-free estimation of some nonlinear panel data models," Journal of Econometrics, Elsevier, vol. 90(1), pages 77-97, May.
    19. Sebnem Kalemli-Ozcan & Pierre-Olivier Gourinchas & Veronika Penciakova & Nick Sander, 2020. "COVID-19 and SME Failures," IMF Working Papers 2020/207, International Monetary Fund.
    20. Maria Demertzis & André Sapir & Simone Tagliapietra & Guntram B. Wolff, 2020. "An effective economic response to the Coronavirus in Europe," Policy Contributions 35323, Bruegel.
    21. Wooldridge, Jeffrey M., 2000. "A framework for estimating dynamic, unobserved effects panel data models with possible feedback to future explanatory variables," Economics Letters, Elsevier, vol. 68(3), pages 245-250, September.
    22. Luca Bonacini & Giovanni Gallo & Sergio Scicchitano, 2021. "Working from home and income inequality: risks of a ‘new normal’ with COVID-19," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(1), pages 303-360, January.
    23. 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.
    24. Padhan, Rakesh & Prabheesh, K.P., 2021. "The economics of COVID-19 pandemic: A survey," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 220-237.
    25. Gordon, Daniel V. & Grafton, R. Quentin & Steinshamn, Stein Ivar, 2021. "Cross-country effects and policy responses to COVID-19 in 2020: The Nordic countries," Economic Analysis and Policy, Elsevier, vol. 71(C), pages 198-210.
    26. Jena, Pradyot Ranjan & Majhi, Ritanjali & Kalli, Rajesh & Managi, Shunsuke & Majhi, Babita, 2021. "Impact of COVID-19 on GDP of major economies: Application of the artificial neural network forecaster," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 324-339.
    27. Mike Brewer & Laura Gardiner, 2020. "The initial impact of COVID-19 and policy responses on household incomes," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 36(Supplemen), pages 187-199.
    28. Størdal, Ståle & Lien, Gudbrand & Mydland, Ørjan & Haugom, Erik, 2021. "Effects of strong and weak non-pharmaceutical interventions on stock market returns: A comparative analysis of Norway and Sweden during the initial phase of the COVID-19 pandemic," Economic Analysis and Policy, Elsevier, vol. 70(C), pages 341-350.
    29. Zaremba, Adam & Aharon, David Y. & Demir, Ender & Kizys, Renatas & Zawadka, Dariusz, 2021. "COVID-19, government policy responses, and stock market liquidity around the world: A note," Research in International Business and Finance, Elsevier, vol. 56(C).
    30. Kong, Edward & Prinz, Daniel, 2020. "Disentangling policy effects using proxy data: Which shutdown policies affected unemployment during the COVID-19 pandemic?," Journal of Public Economics, Elsevier, vol. 189(C).
    31. 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 [Economic Uncertainty before and during the COVID-19 Pandemic]," The World Bank Research Observer, World Bank, vol. 36(1), pages 41-66.
    32. Dang, Hai-Anh H. & Viet Nguyen, Cuong, 2021. "Gender inequality during the COVID-19 pandemic: Income, expenditure, savings, and job loss," World Development, Elsevier, vol. 140(C).
    33. Jasper Verschuur & Elco E. Koks & Jim W. Hall, 2021. "Observed impacts of the COVID-19 pandemic on global trade," Nature Human Behaviour, Nature, vol. 5(3), pages 305-307, March.
    34. Sigala, Marianna, 2020. "Tourism and COVID-19: Impacts and implications for advancing and resetting industry and research," Journal of Business Research, Elsevier, vol. 117(C), pages 312-321.
    35. Makin, Anthony J. & Layton, Allan, 2021. "The global fiscal response to COVID-19: Risks and repercussions," Economic Analysis and Policy, Elsevier, vol. 69(C), pages 340-349.
    36. Erdem, Orhan, 2020. "Freedom and stock market performance during Covid-19 outbreak," Finance Research Letters, Elsevier, vol. 36(C).
    37. Raquel García & Christian Gayer & Werner Hölzl & Sergio Payo & Andreas Reuter & Klaus Wohlrabe, 2020. "The Impact of the Covid-19 Crisis on European Businesses: Evidence from Surveys in Austria, Germany and Spain," EconPol Policy Brief 31, ifo Institute - Leibniz Institute for Economic Research at the University of Munich.
    38. Dinh Hoang Bach Phan & Paresh Kumar Narayan, 2020. "Country Responses and the Reaction of the Stock Market to COVID-19—a Preliminary Exposition," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 56(10), pages 2138-2150, August.
    39. Colin C. Williams & Aysegul Kayaoglu, 2020. "COVID-19 and undeclared work: impacts and policy responses in Europe," The Service Industries Journal, Taylor & Francis Journals, vol. 40(13-14), pages 914-931, October.
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    More about this item

    Keywords

    Covid-19; Economic policies; Non-pharmaceutical interventions; Daily time data;
    All these keywords.

    JEL classification:

    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs
    • J38 - Labor and Demographic Economics - - Wages, Compensation, and Labor Costs - - - Public Policy

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