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Stochastic effects on the dynamics of an epidemic due to population subdivision
Using a stochastic susceptible–infected–removed meta-population model of disease transmission, we present analytical calculations and numerical simulations dissecting the interplay between stochasticity and the division of a population into mutually independent sub-populations. We show that subdivis...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
AIP Publishing LLC
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7758998/ https://www.ncbi.nlm.nih.gov/pubmed/33138468 http://dx.doi.org/10.1063/5.0028972 |
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author | Bittihn, Philip Golestanian, Ramin |
author_facet | Bittihn, Philip Golestanian, Ramin |
author_sort | Bittihn, Philip |
collection | PubMed |
description | Using a stochastic susceptible–infected–removed meta-population model of disease transmission, we present analytical calculations and numerical simulations dissecting the interplay between stochasticity and the division of a population into mutually independent sub-populations. We show that subdivision activates two stochastic effects—extinction and desynchronization—diminishing the overall impact of the outbreak even when the total population has already left the stochastic regime and the basic reproduction number is not altered by the subdivision. Both effects are quantitatively captured by our theoretical estimates, allowing us to determine their individual contributions to the observed reduction of the peak of the epidemic. |
format | Online Article Text |
id | pubmed-7758998 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | AIP Publishing LLC |
record_format | MEDLINE/PubMed |
spelling | pubmed-77589982020-12-28 Stochastic effects on the dynamics of an epidemic due to population subdivision Bittihn, Philip Golestanian, Ramin Chaos Fast Track Using a stochastic susceptible–infected–removed meta-population model of disease transmission, we present analytical calculations and numerical simulations dissecting the interplay between stochasticity and the division of a population into mutually independent sub-populations. We show that subdivision activates two stochastic effects—extinction and desynchronization—diminishing the overall impact of the outbreak even when the total population has already left the stochastic regime and the basic reproduction number is not altered by the subdivision. Both effects are quantitatively captured by our theoretical estimates, allowing us to determine their individual contributions to the observed reduction of the peak of the epidemic. AIP Publishing LLC 2020-10 2020-10-27 /pmc/articles/PMC7758998/ /pubmed/33138468 http://dx.doi.org/10.1063/5.0028972 Text en © 2020 Author(s). 1054-1500/2020/30(10)/101102/12 All article content, except where otherwise noted, is licensed under a Creative Commons Attribution (CC BY) license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Fast Track Bittihn, Philip Golestanian, Ramin Stochastic effects on the dynamics of an epidemic due to population subdivision |
title | Stochastic effects on the dynamics of an epidemic due to population subdivision |
title_full | Stochastic effects on the dynamics of an epidemic due to population subdivision |
title_fullStr | Stochastic effects on the dynamics of an epidemic due to population subdivision |
title_full_unstemmed | Stochastic effects on the dynamics of an epidemic due to population subdivision |
title_short | Stochastic effects on the dynamics of an epidemic due to population subdivision |
title_sort | stochastic effects on the dynamics of an epidemic due to population subdivision |
topic | Fast Track |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7758998/ https://www.ncbi.nlm.nih.gov/pubmed/33138468 http://dx.doi.org/10.1063/5.0028972 |
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