Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1784764173759021056 |
---|---|
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. |
format | Online Article Text |
id | pubmed-9359589 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Research Network of Computational and Structural Biotechnology |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT nierongfang evaluationoftheroleofvaccinationinthecovid19pandemicbasedonthedatafromthe50usstates AT abdelrahmanzeinab evaluationoftheroleofvaccinationinthecovid19pandemicbasedonthedatafromthe50usstates AT liuzhixian evaluationoftheroleofvaccinationinthecovid19pandemicbasedonthedatafromthe50usstates AT wangxiaosheng evaluationoftheroleofvaccinationinthecovid19pandemicbasedonthedatafromthe50usstates |