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The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout
The promise of efficacious vaccines against SARS-CoV-2 is fulfilled and vaccination campaigns have started worldwide. However, the fight against the pandemic is far from over. Here, we propose an age-structured compartmental model to study the interplay of disease transmission, vaccines rollout, and...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8457458/ https://www.ncbi.nlm.nih.gov/pubmed/34506478 http://dx.doi.org/10.1371/journal.pcbi.1009346 |
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author | Gozzi, Nicolò Bajardi, Paolo Perra, Nicola |
author_facet | Gozzi, Nicolò Bajardi, Paolo Perra, Nicola |
author_sort | Gozzi, Nicolò |
collection | PubMed |
description | The promise of efficacious vaccines against SARS-CoV-2 is fulfilled and vaccination campaigns have started worldwide. However, the fight against the pandemic is far from over. Here, we propose an age-structured compartmental model to study the interplay of disease transmission, vaccines rollout, and behavioural dynamics. We investigate, via in-silico simulations, individual and societal behavioural changes, possibly induced by the start of the vaccination campaigns, and manifested as a relaxation in the adoption of non-pharmaceutical interventions. We explore different vaccination rollout speeds, prioritization strategies, vaccine efficacy, as well as multiple behavioural responses. We apply our model to six countries worldwide (Egypt, Peru, Serbia, Ukraine, Canada, and Italy), selected to sample diverse socio-demographic and socio-economic contexts. To isolate the effects of age-structures and contacts patterns from the particular pandemic history of each location, we first study the model considering the same hypothetical initial epidemic scenario in all countries. We then calibrate the model using real epidemiological and mobility data for the different countries. Our findings suggest that early relaxation of safe behaviours can jeopardize the benefits brought by the vaccine in the short term: a fast vaccine distribution and policies aimed at keeping high compliance of individual safe behaviours are key to mitigate disease resurgence. |
format | Online Article Text |
id | pubmed-8457458 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-84574582021-09-23 The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout Gozzi, Nicolò Bajardi, Paolo Perra, Nicola PLoS Comput Biol Research Article The promise of efficacious vaccines against SARS-CoV-2 is fulfilled and vaccination campaigns have started worldwide. However, the fight against the pandemic is far from over. Here, we propose an age-structured compartmental model to study the interplay of disease transmission, vaccines rollout, and behavioural dynamics. We investigate, via in-silico simulations, individual and societal behavioural changes, possibly induced by the start of the vaccination campaigns, and manifested as a relaxation in the adoption of non-pharmaceutical interventions. We explore different vaccination rollout speeds, prioritization strategies, vaccine efficacy, as well as multiple behavioural responses. We apply our model to six countries worldwide (Egypt, Peru, Serbia, Ukraine, Canada, and Italy), selected to sample diverse socio-demographic and socio-economic contexts. To isolate the effects of age-structures and contacts patterns from the particular pandemic history of each location, we first study the model considering the same hypothetical initial epidemic scenario in all countries. We then calibrate the model using real epidemiological and mobility data for the different countries. Our findings suggest that early relaxation of safe behaviours can jeopardize the benefits brought by the vaccine in the short term: a fast vaccine distribution and policies aimed at keeping high compliance of individual safe behaviours are key to mitigate disease resurgence. Public Library of Science 2021-09-10 /pmc/articles/PMC8457458/ /pubmed/34506478 http://dx.doi.org/10.1371/journal.pcbi.1009346 Text en © 2021 Gozzi et al https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Gozzi, Nicolò Bajardi, Paolo Perra, Nicola The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout |
title | The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout |
title_full | The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout |
title_fullStr | The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout |
title_full_unstemmed | The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout |
title_short | The importance of non-pharmaceutical interventions during the COVID-19 vaccine rollout |
title_sort | importance of non-pharmaceutical interventions during the covid-19 vaccine rollout |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8457458/ https://www.ncbi.nlm.nih.gov/pubmed/34506478 http://dx.doi.org/10.1371/journal.pcbi.1009346 |
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