Estimating COVID-19 associated hospitalizations, ICU admissions, and in-hospital deaths averted in the United States by 2023–2024 COVID-19 vaccination: A conditional probability, causal inference, and multiplier-based approach
Ryan E. Wiegand , Owen Devine , Megan Wallace , Ismael R. Ortega-Sanchez , Huong T. Pham , Diba Khan , Danielle L. Moulia , Lauren E. Roper , Imelda Trejo , Katherine E. Fleming-Dutra , Fiona P. Havers , Christopher A. Taylor
{"title":"Estimating COVID-19 associated hospitalizations, ICU admissions, and in-hospital deaths averted in the United States by 2023–2024 COVID-19 vaccination: A conditional probability, causal inference, and multiplier-based approach","authors":"Ryan E. Wiegand , Owen Devine , Megan Wallace , Ismael R. Ortega-Sanchez , Huong T. Pham , Diba Khan , Danielle L. Moulia , Lauren E. Roper , Imelda Trejo , Katherine E. Fleming-Dutra , Fiona P. Havers , Christopher A. Taylor","doi":"10.1016/j.vaccine.2025.126808","DOIUrl":null,"url":null,"abstract":"<div><div>COVID-19-associated hospitalizations, ICU admissions, and in-hospital deaths averted from 2023 to 2024 COVID-19 vaccination from the weeks of October 1, 2023, through April 21, 2024, were estimated via a novel multiplier model that utilized causal inference, conditional probabilities of hospitalization, and correlations between data elements in Monte Carlo simulations. Median COVID-19-associated hospitalizations averted were 68,315 (95 % uncertainty interval [UI] 42,831–97,984), ICU admissions averted were 13,108 (95 % UI 4459–25,042), and in-hospital deaths averted were 5301 (95 % UI 101–14,230). Averted COVID-19-associated burden was highest in adults aged 65 years and older (hospitalizations averted 57,665, 95 % UI 35,442–84,006; ICU admissions averted 10,878, 95 % UI 3104–21,591; in-hospital deaths averted 4779, 95 % UI 0–13,132). Expanding the analytic period to comprise the weeks of September 24, 2023, through August 11, 2024, resulted in 107,197 COVID-19-associated hospitalizations averted (95 % UI 80,692–137,643), 18,292 COVID-19-associated ICU admissions averted (95 % UI 10,062–28,436), and 6749 COVID-19-associated in-hospital deaths averted (95 % UI 2077–13,557). Older adults had the highest COVID-19-associated averted burden and potential to reduce burden further through increased vaccine coverage. 2023–2024 COVID-19 vaccinations reduced the burden of COVID-19-associated severe disease.</div></div>","PeriodicalId":23491,"journal":{"name":"Vaccine","volume":"49 ","pages":"Article 126808"},"PeriodicalIF":4.5000,"publicationDate":"2025-01-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Vaccine","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0264410X25001057","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q2","JCRName":"IMMUNOLOGY","Score":null,"Total":0}
引用次数: 0
Abstract
COVID-19-associated hospitalizations, ICU admissions, and in-hospital deaths averted from 2023 to 2024 COVID-19 vaccination from the weeks of October 1, 2023, through April 21, 2024, were estimated via a novel multiplier model that utilized causal inference, conditional probabilities of hospitalization, and correlations between data elements in Monte Carlo simulations. Median COVID-19-associated hospitalizations averted were 68,315 (95 % uncertainty interval [UI] 42,831–97,984), ICU admissions averted were 13,108 (95 % UI 4459–25,042), and in-hospital deaths averted were 5301 (95 % UI 101–14,230). Averted COVID-19-associated burden was highest in adults aged 65 years and older (hospitalizations averted 57,665, 95 % UI 35,442–84,006; ICU admissions averted 10,878, 95 % UI 3104–21,591; in-hospital deaths averted 4779, 95 % UI 0–13,132). Expanding the analytic period to comprise the weeks of September 24, 2023, through August 11, 2024, resulted in 107,197 COVID-19-associated hospitalizations averted (95 % UI 80,692–137,643), 18,292 COVID-19-associated ICU admissions averted (95 % UI 10,062–28,436), and 6749 COVID-19-associated in-hospital deaths averted (95 % UI 2077–13,557). Older adults had the highest COVID-19-associated averted burden and potential to reduce burden further through increased vaccine coverage. 2023–2024 COVID-19 vaccinations reduced the burden of COVID-19-associated severe disease.
期刊介绍:
Vaccine is unique in publishing the highest quality science across all disciplines relevant to the field of vaccinology - all original article submissions across basic and clinical research, vaccine manufacturing, history, public policy, behavioral science and ethics, social sciences, safety, and many other related areas are welcomed. The submission categories as given in the Guide for Authors indicate where we receive the most papers. Papers outside these major areas are also welcome and authors are encouraged to contact us with specific questions.