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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...

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Autores principales: Pina, V. Miró, Nava-Trejo, J., Tóbiás, A., Nzabarushimana, E., González-Casanova, A., González-Casanova, I.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2021
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.
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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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