IDEAS home Printed from https://ideas.repec.org/a/plo/pmed00/1003571.html
   My bibliography  Save this article

COVID-19 and excess mortality in the United States: A county-level analysis

Author

Listed:
  • Andrew C Stokes
  • Dielle J Lundberg
  • Irma T Elo
  • Katherine Hempstead
  • Jacob Bor
  • Samuel H Preston

Abstract

Background: Coronavirus 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 findings: In 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. Conclusions: In 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. Andrew Stokes and co-workers report a county-level analysis of excess deaths owing to COVID-19 in the United States.Why was this study done?: What did the researchers do and find?: What do these findings mean?:

Suggested Citation

  • Andrew C Stokes & Dielle J Lundberg & Irma T Elo & Katherine Hempstead & Jacob Bor & Samuel H Preston, 2021. "COVID-19 and excess mortality in the United States: A county-level analysis," PLOS Medicine, Public Library of Science, vol. 18(5), pages 1-18, May.
  • Handle: RePEc:plo:pmed00:1003571
    DOI: 10.1371/journal.pmed.1003571
    as

    Download full text from publisher

    File URL: https://journals.plos.org/plosmedicine/article?id=10.1371/journal.pmed.1003571
    Download Restriction: no

    File URL: https://journals.plos.org/plosmedicine/article/file?id=10.1371/journal.pmed.1003571&type=printable
    Download Restriction: no

    File URL: https://libkey.io/10.1371/journal.pmed.1003571?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Khansa Ahmad & Sebhat Erqou & Nishant Shah & Umair Nazir & Alan R Morrison & Gaurav Choudhary & Wen-Chih Wu, 2020. "Association of poor housing conditions with COVID-19 incidence and mortality across US counties," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-13, November.
    2. Ethan J. Raker & Meghan Zacher & Sarah R. Lowe, 2020. "Lessons from Hurricane Katrina for predicting the indirect health consequences of the COVID-19 pandemic," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 117(23), pages 12595-12597, June.
    3. George B Cunningham & Lisa T Wigfall, 2020. "Race, explicit racial attitudes, implicit racial attitudes, and COVID-19 cases and deaths: An analysis of counties in the United States," PLOS ONE, Public Library of Science, vol. 15(11), pages 1-14, November.
    4. J. Tom Mueller & Kathryn McConnell & Paul Berne Burow & Katie Pofahl & Alexis A. Merdjanoff & Justin Farrell, 2021. "Impacts of the COVID-19 pandemic on rural America," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(1), pages 2019378118-, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Correia, Sergio & Luck, Stephan & Verner, Emil, 2022. "Pandemics Depress the Economy, Public Health Interventions Do Not: Evidence from the 1918 Flu," The Journal of Economic History, Cambridge University Press, vol. 82(4), pages 917-957, December.
    2. Janine Aron & John Muellbauer, 2022. "Excess Mortality Versus COVID‐19 Death Rates: A Spatial Analysis of Socioeconomic Disparities and Political Allegiance Across U.S. States," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 68(2), pages 348-392, June.
    3. Claudio Barbiellini Amidei & Ugo Fedeli & Nicola Gennaro & Laura Cestari & Elena Schievano & Manuel Zorzi & Paolo Girardi & Veronica Casotto, 2023. "Estimating Overall and Cause-Specific Excess Mortality during the COVID-19 Pandemic: Methodological Approaches Compared," IJERPH, MDPI, vol. 20(11), pages 1-13, May.
    4. Joseph A. Lewnard & Chandra Mohan B & Gagandeep Kang & Ramanan Laxminarayan, 2023. "Attributed causes of excess mortality during the COVID-19 pandemic in a south Indian city," Nature Communications, Nature, vol. 14(1), pages 1-14, December.
    5. Gómez-Lobo, Andrés & Gutiérrez, Mauro & Huamaní, Sandro & Marino, Diego & Serebrisky, Tomás & Solís, Ben, 2022. "Access to water and COVID-19: a regression discontinuity analysis for the peri-urban areas of Metropolitan Lima, Peru," IDB Publications (Working Papers) 12332, Inter-American Development Bank.
    6. Andrea M. Tilstra & Antonino Polizzi & Sander Wagner & Evelina T. Akimova, 2024. "Projecting the long-term effects of the COVID-19 pandemic on U.S. population structure," Nature Communications, Nature, vol. 15(1), pages 1-10, December.
    7. Mario Coccia, 2023. "COVID-19 Vaccination is not a Sufficient Public Policy to face Crisis Management of next Pandemic Threats," Public Organization Review, Springer, vol. 23(4), pages 1353-1367, December.
    8. Thomas B. Foster & Leticia Fernandez & Sonya R. Porter & Nikolas Pharris-Ciurej, 2022. "Age, Sex, and Racial/Ethnic Disparities and Temporal-Spatial Variation in Excess All-Cause Mortality During the COVID-19 Pandemic: Evidence from Linked Administrative and Census Bureau Data," Working Papers 22-18, Center for Economic Studies, U.S. Census Bureau.
    9. Alexandre Gori Maia & Jose Daniel Morales Martinez & Leticia Junqueira Marteleto & Cristina Guimaraes Rodrigues & Luiz Gustavo Sereno, 2023. "Can the Content of Social Networks Explain Epidemic Outbreaks?," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 42(1), pages 1-34, February.
    10. Beryne Odeny, 2021. "Closing the health equity gap: A role for implementation science?," PLOS Medicine, Public Library of Science, vol. 18(9), pages 1-4, September.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Arnab K Ghosh & Sara Venkatraman & Evgeniya Reshetnyak & Mangala Rajan & Anjile An & John K Chae & Mark A Unruh & David Abramson & Charles DiMaggio & Nathaniel Hupert, 2022. "Association between city-wide lockdown and COVID-19 hospitalization rates in multigenerational households in New York City," PLOS ONE, Public Library of Science, vol. 17(3), pages 1-13, March.
    2. Małgorzata Dziembała, 2021. "The Enhancement of Sustainable Competitiveness of the CEE Regions at the Time of the COVID-19 Pandemic Instability," Sustainability, MDPI, vol. 13(23), pages 1-17, November.
    3. Carla Barlagne & Mariana Melnykovych & David Miller & Richard J. Hewitt & Laura Secco & Elena Pisani & Maria Nijnik, 2021. "What Are the Impacts of Social Innovation? A Synthetic Review and Case Study of Community Forestry in the Scottish Highlands," Sustainability, MDPI, vol. 13(8), pages 1-25, April.
    4. Young, Maria-Elena De Trinidad & Perez-Lua, Fabiola & Sarnoff, Hannah & Plancarte, Vivianna & Goldman-Mellor, Sidra & Payán, Denise Diaz, 2022. "Working around safety net exclusions during the COVID-19 pandemic: A qualitative study of rural Latinx immigrants," Social Science & Medicine, Elsevier, vol. 311(C).
    5. Isabel Aguilar-Palacio & Lina Maldonado & Sara Malo & Raquel Sánchez-Recio & Iván Marcos-Campos & Rosa Magallón-Botaya & Mª José Rabanaque, 2021. "COVID-19 Inequalities: Individual and Area Socioeconomic Factors (Aragón, Spain)," IJERPH, MDPI, vol. 18(12), pages 1-15, June.
    6. Katharine Robb & Ashley Marcoux & Jorrit de Jong, 2021. "Further Inspection: Integrating Housing Code Enforcement and Social Services to Improve Community Health," IJERPH, MDPI, vol. 18(22), pages 1-13, November.
    7. Vicente Javier Clemente-Suárez & Eduardo Navarro-Jiménez & Manuel Jimenez & Alberto Hormeño-Holgado & Marina Begoña Martinez-Gonzalez & Juan Camilo Benitez-Agudelo & Natalia Perez-Palencia & Carmen Ce, 2021. "Impact of COVID-19 Pandemic in Public Mental Health: An Extensive Narrative Review," Sustainability, MDPI, vol. 13(6), pages 1-21, March.
    8. Li, Tao & Rong, Lili & Zhang, Anming, 2021. "Assessing regional risk of COVID-19 infection from Wuhan via high-speed rail," Transport Policy, Elsevier, vol. 106(C), pages 226-238.
    9. Pilar Mercader-Moyano & Ana Mª Estable-Reifs & Homero Pellicer, 2021. "Toward the Renewal of the Sustainable Urban Indicators’ System after a Global Health Crisis. Practical Application in Granada, Spain," Energies, MDPI, vol. 14(19), pages 1-43, September.
    10. Emanuele Giorgi & Lucía Martín López & Ruben Garnica-Monroy & Aleksandra Krstikj & Carlos Cobreros & Miguel A. Montoya, 2021. "Co-Housing Response to Social Isolation of COVID-19 Outbreak, with a Focus on Gender Implications," Sustainability, MDPI, vol. 13(13), pages 1-25, June.
    11. Miller, Chad A. & Wilkins, Clara L. & de Paula Couto, Clara & Farias, Jéssica & Lisnek, Jaclyn A., 2023. "Anti-Black attitudes predict decreased concern about COVID-19 among Whites in the U.S. and Brazil," Social Science & Medicine, Elsevier, vol. 320(C).
    12. Salarpour, Mojtaba & Nagurney, Anna, 2021. "A multicountry, multicommodity stochastic game theory network model of competition for medical supplies inspired by the Covid-19 pandemic," International Journal of Production Economics, Elsevier, vol. 236(C).
    13. Zidong Yu & Xintao Liu, 2023. "Spatial variations of the third and fourth COVID-19 waves in Hong Kong: A comparative study using built environment and socio-demographic characteristics," Environment and Planning B, , vol. 50(5), pages 1144-1160, June.
    14. Lateef, Rusan & Alaggia, Ramona & Collin-Vézina, Delphine, 2021. "A scoping review on psychosocial consequences of pandemics on parents and children: Planning for today and the future," Children and Youth Services Review, Elsevier, vol. 125(C).
    15. Tianchu Lyu & Nicole Hair & Nicholas Yell & Zhenlong Li & Shan Qiao & Chen Liang & Xiaoming Li, 2021. "Temporal Geospatial Analysis of COVID-19 Pre-Infection Determinants of Risk in South Carolina," IJERPH, MDPI, vol. 18(18), pages 1-18, September.
    16. Arin, K. Peren & Lacomba, Juan A. & Lagos, Francisco & Moro-Egido, Ana I. & Thum, Marcel, 2022. "Exploring the hidden impact of the Covid-19 pandemic: The role of urbanization," Economics & Human Biology, Elsevier, vol. 46(C).
    17. Lohmann, Paul M. & Gsottbauer, Elisabeth & You, Jing & Kontoleon, Andreas, 2023. "Anti-social behaviour and economic decision-making: Panel experimental evidence in the wake of COVID-19," Journal of Economic Behavior & Organization, Elsevier, vol. 206(C), pages 136-171.
    18. Emery, Rebecca L. & Johnson, Sydney T. & Simone, Melissa & Loth, Katie A. & Berge, Jerica M. & Neumark-Sztainer, Dianne, 2021. "Understanding the impact of the COVID-19 pandemic on stress, mood, and substance use among young adults in the greater Minneapolis-St. Paul area: Findings from project EAT," Social Science & Medicine, Elsevier, vol. 276(C).
    19. Valenzuela-Levi, N. & Echiburu, T. & Correa, J. & Hurtubia, R. & Muñoz, J.C., 2021. "Housing and accessibility after the COVID-19 pandemic: Rebuilding for resilience, equity and sustainable mobility," Transport Policy, Elsevier, vol. 109(C), pages 48-60.
    20. Stephanie Deeb & Devin Madden & Timnit Ghebretinsae & Joyce Lin & Umut Ozbek & Victoria Mayer & Nita Vangeepuram, 2022. "Child Disruptions, Remote Learning, and Parent Mental Health during the COVID-19 Pandemic," IJERPH, MDPI, vol. 19(11), pages 1-16, May.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:plo:pmed00:1003571. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: plosmedicine (email available below). General contact details of provider: https://journals.plos.org/plosmedicine/ .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.