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Evaluation of the role of vaccination in the COVID-19 pandemic based on the data from the 50 U.S. States

Vaccination is considered as the ultimate weapon to end the pandemic. However, the role of vaccines in the pandemic remains controversial. To explore the impact of vaccination on the COVID-19 pandemic, we used logistic regression models to predict numbers of population-adjusted confirmed cases, deat...

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Autores principales: Nie, Rongfang, Abdelrahman, Zeinab, Liu, Zhixian, Wang, Xiaosheng
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Research Network of Computational and Structural Biotechnology 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9359589/
https://www.ncbi.nlm.nih.gov/pubmed/35971518
http://dx.doi.org/10.1016/j.csbj.2022.08.009
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author Nie, Rongfang
Abdelrahman, Zeinab
Liu, Zhixian
Wang, Xiaosheng
author_facet Nie, Rongfang
Abdelrahman, Zeinab
Liu, Zhixian
Wang, Xiaosheng
author_sort Nie, Rongfang
collection PubMed
description Vaccination is considered as the ultimate weapon to end the pandemic. However, the role of vaccines in the pandemic remains controversial. To explore the impact of vaccination on the COVID-19 pandemic, we used logistic regression models to predict numbers of population-adjusted confirmed cases, deaths, intensive care unit (ICU) cases, case fatality rates and ICU admission rates of COVID-19 in the 50 U.S. states, based on 17 related variables. The logistic regression analysis showed that percentages of people vaccinated correlated inversely with the numbers of COVID-19 deaths and case fatality rates but showed no significant correlation with numbers of confirmed cases or ICU cases, or ICU admission rates. The Spearman correlation analysis showed that the percentages of people vaccinated correlated inversely with the numbers of COVID-19 deaths, ICU cases, ICU case rates, and case fatality rates but showed no significant correlation with numbers of confirmed cases. The number of deaths and mortality in the group after the vaccine usage were significantly lower than those in the group before the vaccine usage. However, after delta became the dominant strain, there were no longer significant differences in the number of deaths and the mortality rate between before and after delta became the dominant strain, although vaccines were used in both periods. Vaccination can significantly reduce COVID-19 deaths and mortality, while it cannot reduce the risk of COVID-19 infection. In addition to vaccination, other measures, such as social distancing, remain important in containing COVID-19 transmission and lower the risk of COVID-19 severe outcomes.
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spelling pubmed-93595892022-08-09 Evaluation of the role of vaccination in the COVID-19 pandemic based on the data from the 50 U.S. States Nie, Rongfang Abdelrahman, Zeinab Liu, Zhixian Wang, Xiaosheng Comput Struct Biotechnol J Research Article Vaccination is considered as the ultimate weapon to end the pandemic. However, the role of vaccines in the pandemic remains controversial. To explore the impact of vaccination on the COVID-19 pandemic, we used logistic regression models to predict numbers of population-adjusted confirmed cases, deaths, intensive care unit (ICU) cases, case fatality rates and ICU admission rates of COVID-19 in the 50 U.S. states, based on 17 related variables. The logistic regression analysis showed that percentages of people vaccinated correlated inversely with the numbers of COVID-19 deaths and case fatality rates but showed no significant correlation with numbers of confirmed cases or ICU cases, or ICU admission rates. The Spearman correlation analysis showed that the percentages of people vaccinated correlated inversely with the numbers of COVID-19 deaths, ICU cases, ICU case rates, and case fatality rates but showed no significant correlation with numbers of confirmed cases. The number of deaths and mortality in the group after the vaccine usage were significantly lower than those in the group before the vaccine usage. However, after delta became the dominant strain, there were no longer significant differences in the number of deaths and the mortality rate between before and after delta became the dominant strain, although vaccines were used in both periods. Vaccination can significantly reduce COVID-19 deaths and mortality, while it cannot reduce the risk of COVID-19 infection. In addition to vaccination, other measures, such as social distancing, remain important in containing COVID-19 transmission and lower the risk of COVID-19 severe outcomes. Research Network of Computational and Structural Biotechnology 2022-08-08 /pmc/articles/PMC9359589/ /pubmed/35971518 http://dx.doi.org/10.1016/j.csbj.2022.08.009 Text en © 2022 The Authors. Published by Elsevier B.V. on behalf of Research Network of Computational and Structural Biotechnology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Research Article
Nie, Rongfang
Abdelrahman, Zeinab
Liu, Zhixian
Wang, Xiaosheng
Evaluation of the role of vaccination in the COVID-19 pandemic based on the data from the 50 U.S. States
title Evaluation of the role of vaccination in the COVID-19 pandemic based on the data from the 50 U.S. States
title_full Evaluation of the role of vaccination in the COVID-19 pandemic based on the data from the 50 U.S. States
title_fullStr Evaluation of the role of vaccination in the COVID-19 pandemic based on the data from the 50 U.S. States
title_full_unstemmed Evaluation of the role of vaccination in the COVID-19 pandemic based on the data from the 50 U.S. States
title_short Evaluation of the role of vaccination in the COVID-19 pandemic based on the data from the 50 U.S. States
title_sort evaluation of the role of vaccination in the covid-19 pandemic based on the data from the 50 u.s. states
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9359589/
https://www.ncbi.nlm.nih.gov/pubmed/35971518
http://dx.doi.org/10.1016/j.csbj.2022.08.009
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