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Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model
BACKGROUND: The COVID-19 outbreak has become the worst pandemic in at least a century. To fight this disease, a global effort led to the development of several vaccines at an unprecedented rate. There have been, however, several logistic issues with its deployment, from their production and transpor...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9156621/ https://www.ncbi.nlm.nih.gov/pubmed/35650539 http://dx.doi.org/10.1186/s12879-022-07486-0 |
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author | de Miguel-Arribas, Alfonso Aleta, Alberto Moreno, Yamir |
author_facet | de Miguel-Arribas, Alfonso Aleta, Alberto Moreno, Yamir |
author_sort | de Miguel-Arribas, Alfonso |
collection | PubMed |
description | BACKGROUND: The COVID-19 outbreak has become the worst pandemic in at least a century. To fight this disease, a global effort led to the development of several vaccines at an unprecedented rate. There have been, however, several logistic issues with its deployment, from their production and transport, to the hesitancy of the population to be vaccinated. For different reasons, an important amount of individuals is reluctant to get the vaccine, something that hinders our ability to control and—eventually—eradicate the disease. MATERIALS AND METHODS: Our aim is to explore the impact of vaccine hesitancy when highly transmissible SARS-CoV-2 variants of concern spread through a partially vaccinated population. To do so, we use age-stratified data from surveys on vaccination acceptance, together with age-contact matrices to inform an age-structured SIR model set in the US. RESULTS: Our results show that per every one percent decrease in vaccine hesitancy up to 45 deaths per million inhabitants could be averted. A closer inspection of the stratified infection rates also reveals the important role played by the youngest groups. The model captures the general trends of the Delta wave spreading in the US (July-October 2021) with a correlation coefficient of [Formula: see text] . CONCLUSIONS: Our results shed light on the role that hesitancy plays on COVID-19 mortality and highlight the importance of increasing vaccine uptake in the population, specially among the eldest age groups. |
format | Online Article Text |
id | pubmed-9156621 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-91566212022-06-02 Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model de Miguel-Arribas, Alfonso Aleta, Alberto Moreno, Yamir BMC Infect Dis Research BACKGROUND: The COVID-19 outbreak has become the worst pandemic in at least a century. To fight this disease, a global effort led to the development of several vaccines at an unprecedented rate. There have been, however, several logistic issues with its deployment, from their production and transport, to the hesitancy of the population to be vaccinated. For different reasons, an important amount of individuals is reluctant to get the vaccine, something that hinders our ability to control and—eventually—eradicate the disease. MATERIALS AND METHODS: Our aim is to explore the impact of vaccine hesitancy when highly transmissible SARS-CoV-2 variants of concern spread through a partially vaccinated population. To do so, we use age-stratified data from surveys on vaccination acceptance, together with age-contact matrices to inform an age-structured SIR model set in the US. RESULTS: Our results show that per every one percent decrease in vaccine hesitancy up to 45 deaths per million inhabitants could be averted. A closer inspection of the stratified infection rates also reveals the important role played by the youngest groups. The model captures the general trends of the Delta wave spreading in the US (July-October 2021) with a correlation coefficient of [Formula: see text] . CONCLUSIONS: Our results shed light on the role that hesitancy plays on COVID-19 mortality and highlight the importance of increasing vaccine uptake in the population, specially among the eldest age groups. BioMed Central 2022-06-01 /pmc/articles/PMC9156621/ /pubmed/35650539 http://dx.doi.org/10.1186/s12879-022-07486-0 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research de Miguel-Arribas, Alfonso Aleta, Alberto Moreno, Yamir Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model |
title | Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model |
title_full | Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model |
title_fullStr | Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model |
title_full_unstemmed | Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model |
title_short | Impact of vaccine hesitancy on secondary COVID-19 outbreaks in the US: an age-structured SIR model |
title_sort | impact of vaccine hesitancy on secondary covid-19 outbreaks in the us: an age-structured sir model |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9156621/ https://www.ncbi.nlm.nih.gov/pubmed/35650539 http://dx.doi.org/10.1186/s12879-022-07486-0 |
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