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Excess Deaths in the United States During the First Year of COVID-19

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  • Christopher J. Ruhm

Abstract

Accurately determining the number of excess deaths caused by the COVID-19 pandemic is hard. The most important challenge is accurately estimating the counterfactual count of baseline deaths that would have occurred in its absence. This analysis used new methods to: estimate this baseline metric; calculate excess deaths during the first year of the U.S. COVID-19 pandemic; and examine plausibility of the excess death estimates obtained in this and prior analyses. Total, group-specific and cause-specific excess deaths in the U.S. from March 2020 through February 2021 were calculated using publicly available data covering all deaths from March 2009 through December 2019 and provisional data from January 2020 through February 2021. The estimates indicate that there were 646,514 (95% CI: 597,514 to 695,520) excess deaths in the U.S. during this period, with 83.4% (95% CI: 77.5% - 90.2%) of these attributed directly to COVID-19. There were substantial differences across population groups and causes in the ratio of actual-to-baseline deaths, and in the contribution of COVID-19 to excess mortality. Prior research has frequently underestimated baseline deaths and so has overstated excess mortality and the percentage of it attributed to non-COVID-19 causes.

Suggested Citation

  • Christopher J. Ruhm, 2021. "Excess Deaths in the United States During the First Year of COVID-19," NBER Working Papers 29503, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:29503
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    References listed on IDEAS

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    1. Waetjen, David PhD & Shilling, Fraser PhD, 2021. "Rapid Reporting of Vehicle Crash Data in California to Understand Impacts from COVID-19 Pandemic on Traffic and Incidents," Institute of Transportation Studies, Working Paper Series qt078193ht, Institute of Transportation Studies, UC Davis.
    2. Casey B. Mulligan, 2020. "Deaths of Despair and the Incidence of Excess Mortality in 2020," Working Papers 2020-185, Becker Friedman Institute for Research In Economics.
    3. Casey B. Mulligan, 2020. "Deaths of Despair and the Incidence of Excess Mortality in 2020," NBER Working Papers 28303, National Bureau of Economic Research, Inc.
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    Cited by:

    1. Laliotis, Ioannis & Stavropoulou, Charitini & Ceely, Greg & Brett, Georgia & Rushton, Rachel, 2022. "Excess deaths in England and Wales during the first year of COVID-19," GLO Discussion Paper Series 1117, Global Labor Organization (GLO).
    2. Ioannis Laliotis & Charitini Stavropoulou & Greg Ceely & Georgia Brett & Rachel Rushton, 2023. "Excess deaths by cause and place of death in England and Wales during the first year of COVID‐19," Health Economics, John Wiley & Sons, Ltd., vol. 32(9), pages 1982-2005, September.
    3. Casey B. Mulligan & Robert D. Arnott, 2022. "Non-Covid Excess Deaths, 2020-21: Collateral Damage of Policy Choices?," NBER Working Papers 30104, National Bureau of Economic Research, Inc.
    4. Propper, Carol & Kunz, Johannes, 2022. "Is Hospital Quality Predictive of Pandemic Deaths? Evidence from US Counties," CEPR Discussion Papers 17365, C.E.P.R. Discussion Papers.
    5. Johanna Catherine Maclean & Justine Mallatt & Christopher J. Ruhm & Kosali Simon, 2022. "The Opioid Crisis, Health, Healthcare, and Crime: A Review of Quasi-Experimental Economic Studies," The ANNALS of the American Academy of Political and Social Science, , vol. 703(1), pages 15-49, September.
    6. Kunz, Johannes S. & Propper, Carol, 2023. "JUE Insight: Is hospital quality predictive of pandemic deaths? Evidence from US counties," Journal of Urban Economics, Elsevier, vol. 133(C).
    7. Engy Ziedan & Kosali I. Simon & Coady Wing, 2022. "Mortality Effects of Healthcare Supply Shocks: Evidence Using Linked Deaths and Electronic Health Records," NBER Working Papers 30553, National Bureau of Economic Research, Inc.
    8. Casey B. Mulligan, 2022. "Lethal Unemployment Bonuses? Substitution and Income Effects on Substance Abuse, 2020-21," NBER Working Papers 29719, National Bureau of Economic Research, Inc.

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    More about this item

    JEL classification:

    • I10 - Health, Education, and Welfare - - Health - - - General
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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