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Heterogeneous length of stay of hosts’ movements and spatial epidemic spread
Infectious diseases outbreaks are often characterized by a spatial component induced by hosts’ distribution, mobility, and interactions. Spatial models that incorporate hosts’ movements are being used to describe these processes, to investigate the conditions for propagation, and to predict the spat...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group
2012
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3384080/ https://www.ncbi.nlm.nih.gov/pubmed/22741060 http://dx.doi.org/10.1038/srep00476 |
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author | Poletto, Chiara Tizzoni, Michele Colizza, Vittoria |
author_facet | Poletto, Chiara Tizzoni, Michele Colizza, Vittoria |
author_sort | Poletto, Chiara |
collection | PubMed |
description | Infectious diseases outbreaks are often characterized by a spatial component induced by hosts’ distribution, mobility, and interactions. Spatial models that incorporate hosts’ movements are being used to describe these processes, to investigate the conditions for propagation, and to predict the spatial spread. Several assumptions are being considered to model hosts’ movements, ranging from permanent movements to daily commuting, where the time spent at destination is either infinite or assumes a homogeneous fixed value, respectively. Prompted by empirical evidence, here we introduce a general metapopulation approach to model the disease dynamics in a spatially structured population where the mobility process is characterized by a heterogeneous length of stay. We show that large fluctuations of the length of stay, as observed in reality, can have a significant impact on the threshold conditions for the global epidemic invasion, thus altering model predictions based on simple assumptions, and displaying important public health implications. |
format | Online Article Text |
id | pubmed-3384080 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2012 |
publisher | Nature Publishing Group |
record_format | MEDLINE/PubMed |
spelling | pubmed-33840802012-06-27 Heterogeneous length of stay of hosts’ movements and spatial epidemic spread Poletto, Chiara Tizzoni, Michele Colizza, Vittoria Sci Rep Article Infectious diseases outbreaks are often characterized by a spatial component induced by hosts’ distribution, mobility, and interactions. Spatial models that incorporate hosts’ movements are being used to describe these processes, to investigate the conditions for propagation, and to predict the spatial spread. Several assumptions are being considered to model hosts’ movements, ranging from permanent movements to daily commuting, where the time spent at destination is either infinite or assumes a homogeneous fixed value, respectively. Prompted by empirical evidence, here we introduce a general metapopulation approach to model the disease dynamics in a spatially structured population where the mobility process is characterized by a heterogeneous length of stay. We show that large fluctuations of the length of stay, as observed in reality, can have a significant impact on the threshold conditions for the global epidemic invasion, thus altering model predictions based on simple assumptions, and displaying important public health implications. Nature Publishing Group 2012-06-27 /pmc/articles/PMC3384080/ /pubmed/22741060 http://dx.doi.org/10.1038/srep00476 Text en Copyright © 2012, Macmillan Publishers Limited. All rights reserved http://creativecommons.org/licenses/by-nc-nd/3.0/ This work is licensed under a Creative Commons Attribution-NonCommercial-No Derivative Works 3.0 Unported License. To view a copy of this license, visit http://creativecommons.org/licenses/by-nc-nd/3.0/ |
spellingShingle | Article Poletto, Chiara Tizzoni, Michele Colizza, Vittoria Heterogeneous length of stay of hosts’ movements and spatial epidemic spread |
title | Heterogeneous length of stay of hosts’ movements and spatial epidemic spread |
title_full | Heterogeneous length of stay of hosts’ movements and spatial epidemic spread |
title_fullStr | Heterogeneous length of stay of hosts’ movements and spatial epidemic spread |
title_full_unstemmed | Heterogeneous length of stay of hosts’ movements and spatial epidemic spread |
title_short | Heterogeneous length of stay of hosts’ movements and spatial epidemic spread |
title_sort | heterogeneous length of stay of hosts’ movements and spatial epidemic spread |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC3384080/ https://www.ncbi.nlm.nih.gov/pubmed/22741060 http://dx.doi.org/10.1038/srep00476 |
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