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The role of connectivity on COVID-19 preventive approaches
Preventive and modelling approaches to address the COVID-19 pandemic have been primarily based on the age or occupation, and often disregard the importance of heterogeneity in population contact structure and individual connectivity. To address this gap, we developed models based on Erdős-Rényi and...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Cold Spring Harbor Laboratory
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7987035/ https://www.ncbi.nlm.nih.gov/pubmed/33758876 http://dx.doi.org/10.1101/2021.03.11.21253348 |
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author | Pina, V. Miró Nava-Trejo, J. Tóbiás, A. Nzabarushimana, E. González-Casanova, A. González-Casanova, I. |
author_facet | Pina, V. Miró Nava-Trejo, J. Tóbiás, A. Nzabarushimana, E. González-Casanova, A. González-Casanova, I. |
author_sort | Pina, V. Miró |
collection | PubMed |
description | Preventive and modelling approaches to address the COVID-19 pandemic have been primarily based on the age or occupation, and often disregard the importance of heterogeneity in population contact structure and individual connectivity. To address this gap, we developed models based on Erdős-Rényi and a power law degree distribution that first incorporate the role of heterogeneity and connectivity and then can be expanded to make assumptions about demographic characteristics. Results demonstrate that variations in the number of connections of individuals within a population modify the impact of public health interventions such as lockdown or vaccination approaches. We conclude that the most effective strategy will vary depending on the underlying contact structure of individuals within a population and on timing of the interventions. |
format | Online Article Text |
id | pubmed-7987035 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Cold Spring Harbor Laboratory |
record_format | MEDLINE/PubMed |
spelling | pubmed-79870352021-03-24 The role of connectivity on COVID-19 preventive approaches Pina, V. Miró Nava-Trejo, J. Tóbiás, A. Nzabarushimana, E. González-Casanova, A. González-Casanova, I. medRxiv Article Preventive and modelling approaches to address the COVID-19 pandemic have been primarily based on the age or occupation, and often disregard the importance of heterogeneity in population contact structure and individual connectivity. To address this gap, we developed models based on Erdős-Rényi and a power law degree distribution that first incorporate the role of heterogeneity and connectivity and then can be expanded to make assumptions about demographic characteristics. Results demonstrate that variations in the number of connections of individuals within a population modify the impact of public health interventions such as lockdown or vaccination approaches. We conclude that the most effective strategy will vary depending on the underlying contact structure of individuals within a population and on timing of the interventions. Cold Spring Harbor Laboratory 2021-05-25 /pmc/articles/PMC7987035/ /pubmed/33758876 http://dx.doi.org/10.1101/2021.03.11.21253348 Text en https://creativecommons.org/licenses/by/4.0/This work is licensed under a Creative Commons Attribution 4.0 International License (https://creativecommons.org/licenses/by/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format, so long as attribution is given to the creator. The license allows for commercial use. |
spellingShingle | Article Pina, V. Miró Nava-Trejo, J. Tóbiás, A. Nzabarushimana, E. González-Casanova, A. González-Casanova, I. The role of connectivity on COVID-19 preventive approaches |
title | The role of connectivity on COVID-19 preventive approaches |
title_full | The role of connectivity on COVID-19 preventive approaches |
title_fullStr | The role of connectivity on COVID-19 preventive approaches |
title_full_unstemmed | The role of connectivity on COVID-19 preventive approaches |
title_short | The role of connectivity on COVID-19 preventive approaches |
title_sort | role of connectivity on covid-19 preventive approaches |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7987035/ https://www.ncbi.nlm.nih.gov/pubmed/33758876 http://dx.doi.org/10.1101/2021.03.11.21253348 |
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