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The role of childrens’ vaccination for COVID-19—Pareto-optimal allocations of vaccines
COVID-19 vaccines have been approved for children of age five and older in many countries. However, there is an ongoing debate as to whether children should be vaccinated and at what priority. In this work, we use mathematical modeling and optimization to study how vaccine allocations to different a...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8906616/ https://www.ncbi.nlm.nih.gov/pubmed/35213541 http://dx.doi.org/10.1371/journal.pcbi.1009872 |
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author | Gavish, Nir Katriel, Guy |
author_facet | Gavish, Nir Katriel, Guy |
author_sort | Gavish, Nir |
collection | PubMed |
description | COVID-19 vaccines have been approved for children of age five and older in many countries. However, there is an ongoing debate as to whether children should be vaccinated and at what priority. In this work, we use mathematical modeling and optimization to study how vaccine allocations to different age groups effect epidemic outcomes. In particular, we consider the effect of extending vaccination campaigns to include the vaccination of children. When vaccine availability is limited, we consider Pareto-optimal allocations with respect to competing measures of the number of infections and mortality and systematically study the trade-offs among them. In the scenarios considered, when some weight is given to the number of infections, we find that it is optimal to allocate vaccines to adolescents in the age group 10-19, even when they are assumed to be less susceptible than adults. We further find that age group 0-9 is included in the optimal allocation for sufficiently high values of the basic reproduction number. |
format | Online Article Text |
id | pubmed-8906616 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-89066162022-03-10 The role of childrens’ vaccination for COVID-19—Pareto-optimal allocations of vaccines Gavish, Nir Katriel, Guy PLoS Comput Biol Research Article COVID-19 vaccines have been approved for children of age five and older in many countries. However, there is an ongoing debate as to whether children should be vaccinated and at what priority. In this work, we use mathematical modeling and optimization to study how vaccine allocations to different age groups effect epidemic outcomes. In particular, we consider the effect of extending vaccination campaigns to include the vaccination of children. When vaccine availability is limited, we consider Pareto-optimal allocations with respect to competing measures of the number of infections and mortality and systematically study the trade-offs among them. In the scenarios considered, when some weight is given to the number of infections, we find that it is optimal to allocate vaccines to adolescents in the age group 10-19, even when they are assumed to be less susceptible than adults. We further find that age group 0-9 is included in the optimal allocation for sufficiently high values of the basic reproduction number. Public Library of Science 2022-02-25 /pmc/articles/PMC8906616/ /pubmed/35213541 http://dx.doi.org/10.1371/journal.pcbi.1009872 Text en © 2022 Gavish, Katriel 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 Gavish, Nir Katriel, Guy The role of childrens’ vaccination for COVID-19—Pareto-optimal allocations of vaccines |
title | The role of childrens’ vaccination for COVID-19—Pareto-optimal allocations of vaccines |
title_full | The role of childrens’ vaccination for COVID-19—Pareto-optimal allocations of vaccines |
title_fullStr | The role of childrens’ vaccination for COVID-19—Pareto-optimal allocations of vaccines |
title_full_unstemmed | The role of childrens’ vaccination for COVID-19—Pareto-optimal allocations of vaccines |
title_short | The role of childrens’ vaccination for COVID-19—Pareto-optimal allocations of vaccines |
title_sort | role of childrens’ vaccination for covid-19—pareto-optimal allocations of vaccines |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8906616/ https://www.ncbi.nlm.nih.gov/pubmed/35213541 http://dx.doi.org/10.1371/journal.pcbi.1009872 |
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