Nature· 2022Q1
The WHO estimates of excess mortality associated with the COVID-19 pandemic
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- Q1SCImago
- 2022year
Short summary
The WHO estimates 14.83 million excess deaths globally for 2020-2021, 2.74 times the 5.42 million reported COVID-19 deaths, revealing significant undercounting due to data limitations.
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Key points
- Estimated 14.83 million excess deaths globally in 2020-2021.
- Excess deaths are 2.74 times higher than the 5.42 million reported COVID-19 deaths.
- Utilized an overdispersed Poisson count framework with Bayesian inference for estimation.
- Significant variations in excess death estimates exist across WHO regions.
- Highlights the need for better mortality data reporting where gaps persist.
AI-generated from the title and abstract; the full text is not read.
Abstract
. Reported statistics on COVID-19 mortality are problematic for many countries owing to variations in testing access, differential diagnostic capacity and inconsistent certification of COVID-19 as cause of death. Beyond what is directly attributable to it, the pandemic has caused extensive collateral damage that has led to losses of lives and livelihoods. Here we report a comprehensive and consistent measurement of the impact of the COVID-19 pandemic by estimating excess deaths, by month, for 2020 and 2021. We predict the pandemic period all-cause deaths in locations lacking complete reported data using an overdispersed Poisson count framework that applies Bayesian inference techniques to quantify uncertainty. We estimate 14.83 million excess deaths globally, 2.74 times more deaths than the 5.42 million reported as due to COVID-19 for the period. There are wide variations in the excess death estimates across the six World Health Organization regions. We describe the data and methods used to generate these estimates and highlight the need for better reporting where gaps persist. We discuss various summary measures, and the hazards of ranking countries' epidemic responses.
The authors' abstract, as published at the source. Nature, 2022 · DOI ↗
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Field: Modeling and Simulation
Modeling and SimulationMathematics