ArticlePLoS medicine2021
COVID-19 and excess mortality in the United States: A county-level analysis.
Article in PLoS medicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 102 papers, 2 of them syntheses that pooled it.
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Who cites it
102 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- SBC Guideline on the Diagnosis and Treatment of Patients with Cardiomyopathy of Chagas Disease - 2023.Arquivos brasileiros de cardiologia · 2023Guideline
- Estimating excess mortality due to the COVID-19 pandemic: a systematic analysis of COVID-19-related mortality, 2020-21.Lancet (London, England) · 2022Pooled it
- Large-scale assessment of socioeconomic, demographic and health system structures with US county excess mortality, 2020-2024.medRxiv : the preprint server for health sciences · 2026Article
- Observational
- Patterns and determinants of COVID-19 mortality in Bangladesh: insights from three health and demographic surveillance systems across diverse socio-environmental settings.Population health metrics · 2026Article
- Applying machine learning to identify unrecognized COVID-19 deaths recorded as other causes of death in the United States.Science advances · 2026Article
- Difference in excess mortality during the COVID-19 pandemic depending on marital status in Japan.PloS one · 2026Article
- The overlapping impacts of heat and COVID-19 on mortality in Flanders, Belgium: a time-stratified case-crossover analysis.Scientific reports · 2025Article
- The COVID-19 Pandemic and Acute Coronary Syndrome Admissions and Deaths in Allegheny County, Pennsylvania.Healthcare (Basel, Switzerland) · 2025Article
- Hidden COVID-19 deaths? Exploring the Spatial context of excess death rates during the COVID-19 pandemic.International journal of health geographics · 2025Article
- Changing socioeconomic inequalities in the incidence and case fatality rates of COVID-19 in Germany, March 2020 through May 2022: an ecological study.BMC public health · 2025Article
- Spatial and demographic heterogeneity in excess mortality in the United States, 2020-2023: a multimodel approach.American journal of epidemiology · 2025Article
- Caregivers' knowledge, attitudes, and perceptions (KAP) toward pediatric COVID-19 vaccination and pandemic amid emerging new variants in a low socioeconomic community hospital in New York.Journal of family medicine and primary care · 2025Article
- Stability and Volatility in the Contextual Predictors of Working-Age Mortality in the United States.Journal of health and social behavior · 2025Article
- Associations between previous local health expenditures and COVID-19 mortality outcomes large cities in the united states: results from a forward-selecting linear regression analysis.Archives of public health = Archives belges de sante publique · 2025Article
- Efficient and modular reverse genetics system for rapid generation of recombinant severe acute respiratory syndrome coronavirus 2.Journal of microbiology (Seoul, Korea) · 2025Article
- Excess Deaths in California During the COVID-19 Pandemic, by Healthy Places Index Quartile, February 2020-April 2022.Public health reports (Washington, D.C. : 1974) · 2025Article
- Comparison of excess deaths and laboratory-confirmed COVID-19 deaths during a large Omicron epidemic in 2022 in Hong Kong.Journal of global health · 2025Article
- Excess Mortality Estimation.Annual review of statistics and its application · 2025Article
- Global Burden of Non-Melanoma Skin Cancer Among Elder Adults and Projections to 2071: A Systematic and Comprehensive Analysis of the Global Burden of Disease Study 2021.Clinical, cosmetic and investigational dermatology · 2025Article
42 more citing papers are in PubMed but not listed here.
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6 authors.
Funding
Abstract
backgroundCoronavirus Disease 2019 (COVID-19) excess deaths refer to increases in mortality over what would normally have been expected in the absence of the COVID-19 pandemic. Several prior studies have calculated excess deaths in the United States but were limited to the national or state level, precluding an examination of area-level variation in excess mortality and excess deaths not assigned to COVID-19. In this study, we take advantage of county-level variation in COVID-19 mortality to estimate excess deaths associated with the pandemic and examine how the extent of excess mortality not assigned to COVID-19 varies across subsets of counties defined by sociodemographic and health characteristics. METHODS AND
findingsIn this ecological, cross-sectional study, we made use of provisional National Center for Health Statistics (NCHS) data on direct COVID-19 and all-cause mortality occurring in US counties from January 1 to December 31, 2020 and reported before March 12, 2021. We used data with a 10-week time lag between the final day that deaths occurred and the last day that deaths could be reported to improve the completeness of data. Our sample included 2,096 counties with 20 or more COVID-19 deaths. The total number of residents living in these counties was 319.1 million. On average, the counties were 18.7% Hispanic, 12.7% non-Hispanic Black, and 59.6% non-Hispanic White. A total of 15.9% of the population was older than 65 years. We first modeled the relationship between 2020 all-cause mortality and COVID-19 mortality across all counties and then produced fully stratified models to explore differences in this relationship among strata of sociodemographic and health factors. Overall, we found that for every 100 deaths assigned to COVID-19, 120 all-cause deaths occurred (95% CI, 116 to 124), implying that 17% (95% CI, 14% to 19%) of excess deaths were ascribed to causes of death other than COVID-19 itself. Our stratified models revealed that the percentage of excess deaths not assigned to COVID-19 was substantially higher among counties with lower median household incomes and less formal education, counties with poorer health and more diabetes, and counties in the South and West. Counties with more non-Hispanic Black residents, who were already at high risk of COVID-19 death based on direct counts, also reported higher percentages of excess deaths not assigned to COVID-19. Study limitations include the use of provisional data that may be incomplete and the lack of disaggregated data on county-level mortality by age, sex, race/ethnicity, and sociodemographic and health characteristics.
conclusionsIn this study, we found that direct COVID-19 death counts in the US in 2020 substantially underestimated total excess mortality attributable to COVID-19. Racial and socioeconomic inequities in COVID-19 mortality also increased when excess deaths not assigned to COVID-19 were considered. Our results highlight the importance of considering health equity in the policy response to the pandemic.
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