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Epidemic spreading in localized environments with recurrent mobility patterns

The spreading of epidemics is very much determined by the structure of the contact network, which may be impacted by the mobility dynamics of the individuals themselves. In confined scenarios where a small, closed population spends most of its time in localized environments and has easily identifiab...

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Detalles Bibliográficos
Autores principales: Granell, Clara, Mucha, Peter J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: American Physical Society 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6195814/
https://www.ncbi.nlm.nih.gov/pubmed/29906863
http://dx.doi.org/10.1103/PhysRevE.97.052302
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author Granell, Clara
Mucha, Peter J.
author_facet Granell, Clara
Mucha, Peter J.
author_sort Granell, Clara
collection PubMed
description The spreading of epidemics is very much determined by the structure of the contact network, which may be impacted by the mobility dynamics of the individuals themselves. In confined scenarios where a small, closed population spends most of its time in localized environments and has easily identifiable mobility patterns—such as workplaces, university campuses, or schools—it is of critical importance to identify the factors controlling the rate of disease spread. Here, we present a discrete-time, metapopulation-based model to describe the transmission of susceptible-infected-susceptible-like diseases that take place in confined scenarios where the mobilities of the individuals are not random but, rather, follow clear recurrent travel patterns. This model allows analytical determination of the onset of epidemics, as well as the ability to discern which contact structures are most suited to prevent the infection to spread. It thereby determines whether common prevention mechanisms, as isolation, are worth implementing in such a scenario and their expected impact.
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spelling pubmed-61958142019-05-01 Epidemic spreading in localized environments with recurrent mobility patterns Granell, Clara Mucha, Peter J. Phys Rev E Articles The spreading of epidemics is very much determined by the structure of the contact network, which may be impacted by the mobility dynamics of the individuals themselves. In confined scenarios where a small, closed population spends most of its time in localized environments and has easily identifiable mobility patterns—such as workplaces, university campuses, or schools—it is of critical importance to identify the factors controlling the rate of disease spread. Here, we present a discrete-time, metapopulation-based model to describe the transmission of susceptible-infected-susceptible-like diseases that take place in confined scenarios where the mobilities of the individuals are not random but, rather, follow clear recurrent travel patterns. This model allows analytical determination of the onset of epidemics, as well as the ability to discern which contact structures are most suited to prevent the infection to spread. It thereby determines whether common prevention mechanisms, as isolation, are worth implementing in such a scenario and their expected impact. American Physical Society 2018-05-03 2018-05 /pmc/articles/PMC6195814/ /pubmed/29906863 http://dx.doi.org/10.1103/PhysRevE.97.052302 Text en ©2018 American Physical Society This article is made available via the PMC Open Access Subset for unrestricted re-use and analyses in any form or by any means with acknowledgement of the original source.
spellingShingle Articles
Granell, Clara
Mucha, Peter J.
Epidemic spreading in localized environments with recurrent mobility patterns
title Epidemic spreading in localized environments with recurrent mobility patterns
title_full Epidemic spreading in localized environments with recurrent mobility patterns
title_fullStr Epidemic spreading in localized environments with recurrent mobility patterns
title_full_unstemmed Epidemic spreading in localized environments with recurrent mobility patterns
title_short Epidemic spreading in localized environments with recurrent mobility patterns
title_sort epidemic spreading in localized environments with recurrent mobility patterns
topic Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6195814/
https://www.ncbi.nlm.nih.gov/pubmed/29906863
http://dx.doi.org/10.1103/PhysRevE.97.052302
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