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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...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
American Physical Society
2018
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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. |
format | Online Article Text |
id | pubmed-6195814 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | American Physical Society |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT granellclara epidemicspreadinginlocalizedenvironmentswithrecurrentmobilitypatterns AT muchapeterj epidemicspreadinginlocalizedenvironmentswithrecurrentmobilitypatterns |