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Government responses and COVID-19 deaths: Global evidence across multiple pandemic waves

Author

Listed:
  • Thomas Hale
  • Noam Angrist
  • Andrew J Hale
  • Beatriz Kira
  • Saptarshi Majumdar
  • Anna Petherick
  • Toby Phillips
  • Devi Sridhar
  • Robin N Thompson
  • Samuel Webster
  • Yuxi Zhang

Abstract

We provide an assessment of the impact of government closure and containment measures on deaths from COVID-19 across sequential waves of the COVID-19 pandemic globally. Daily data was collected on a range of containment and closure policies for 186 countries from January 1, 2020 until March 11th, 2021. These data were combined into an aggregate stringency index (SI) score for each country on each day (range: 0–100). Countries were divided into successive waves via a mathematical algorithm to identify peaks and troughs of disease. Within our period of analysis, 63 countries experienced at least one wave, 40 countries experienced two waves, and 10 countries saw three waves, as defined by our approach. Within each wave, regression was used to assess the relationship between the strength of government stringency and subsequent deaths related to COVID-19 with a number of controls for time and country-specific demographic, health system, and economic characteristics. Across the full period of our analysis and 113 countries, an increase of 10 points on the SI was linked to 6 percentage points (P

Suggested Citation

  • Thomas Hale & Noam Angrist & Andrew J Hale & Beatriz Kira & Saptarshi Majumdar & Anna Petherick & Toby Phillips & Devi Sridhar & Robin N Thompson & Samuel Webster & Yuxi Zhang, 2021. "Government responses and COVID-19 deaths: Global evidence across multiple pandemic waves," PLOS ONE, Public Library of Science, vol. 16(7), pages 1-14, July.
  • Handle: RePEc:plo:pone00:0253116
    DOI: 10.1371/journal.pone.0253116
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    References listed on IDEAS

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    1. 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.
    2. Carolyn Chisadza & Matthew Clance & Rangan Gupta, 2021. "Government Effectiveness and the COVID-19 Pandemic," Sustainability, MDPI, vol. 13(6), pages 1-15, March.
    3. Katrin Schmelz, 2021. "Enforcement may crowd out voluntary support for COVID-19 policies, especially where trust in government is weak and in a liberal society," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(1), pages 2016385118-, January.
    4. Shengjie Lai & Nick W. Ruktanonchai & Liangcai Zhou & Olivia Prosper & Wei Luo & Jessica R. Floyd & Amy Wesolowski & Mauricio Santillana & Chi Zhang & Xiangjun Du & Hongjie Yu & Andrew J. Tatem, 2020. "Effect of non-pharmaceutical interventions to contain COVID-19 in China," Nature, Nature, vol. 585(7825), pages 410-413, September.
    5. Amr Hosny, 2021. "The Sooner (and the Smarter), the Better: COVID-19 Containment Measures and Fiscal Responses," IMF Working Papers 2021/065, International Monetary Fund.
    6. Christof Brandtner & Luís M A Bettencourt & Marc G Berman & Andrew J Stier, 2021. "Creatures of the state? Metropolitan counties compensated for state inaction in initial U.S. response to COVID-19 pandemic," PLOS ONE, Public Library of Science, vol. 16(2), pages 1-20, February.
    7. Joseph L Dieleman & Tara Templin, 2014. "Random-Effects, Fixed-Effects and the within-between Specification for Clustered Data in Observational Health Studies: A Simulation Study," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-17, October.
    8. Caselli Francesca & Grigoli Francesco & Sandri Damiano, 2022. "Protecting Lives and Livelihoods with Early and Tight Lockdowns," The B.E. Journal of Macroeconomics, De Gruyter, vol. 22(1), pages 241-268, January.
    9. Eduardo Levy Yeyati & Patricio Goldstein & Luca Sartorio, 2021. "Lockdown Fatigue: The Diminishing Effects of Quarantines on the Spread of COVID-19," CID Working Papers 391, Center for International Development at Harvard University.
    10. Patricio Goldstein & Eduardo Levy Yeyati & Luca Sartorio, 2021. "Lockdown fatigue: The diminishing effects of quarantines on the spread of COVID-19," Department of Economics Working Papers wp_gob_2021_01, Universidad Torcuato Di Tella.
    11. Salvatore Greco & Alessio Ishizaka & Menelaos Tasiou & Gianpiero Torrisi, 2019. "On the Methodological Framework of Composite Indices: A Review of the Issues of Weighting, Aggregation, and Robustness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 61-94, January.
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    2. Eva‐Maria Egger & Sam Jones & Patricia Justino & Ivan Manhique & Ricardo Santos, 2023. "Africa's lockdown dilemma: High poverty and low trust," Journal of International Development, John Wiley & Sons, Ltd., vol. 35(7), pages 1648-1666, October.
    3. Gowokani Chijere Chirwa & Joe Maganga Zonda & Samantha Soyiyo Mosiwa & Jacob Mazalale, 2023. "Effect of government intervention in relation to COVID-19 cases and deaths in Malawi," Palgrave Communications, Palgrave Macmillan, vol. 10(1), pages 1-7, December.
    4. Herby, Jonas & Jonung, Lars & Hanke, Steve, 2022. "A Literature Review and Meta-Analysis of the Effects of Lockdowns on Covid-19 Mortality - II," MPRA Paper 113732, University Library of Munich, Germany.
    5. Andrés Ayala & Pablo Villalobos Dintrans & Felipe Elorrieta & Claudio Castillo & Claudio Vargas & Matilde Maddaleno, 2021. "Identification of COVID-19 Waves: Considerations for Research and Policy," IJERPH, MDPI, vol. 18(21), pages 1-8, October.

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