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A model of population dynamics with complex household structure and mobility: implications for transmission and control of communicable diseases

Households are known to be high-risk locations for the transmission of communicable diseases. Numerous modelling studies have demonstrated the important role of households in sustaining both communicable diseases outbreaks and endemic transmission, and as the focus for control efforts. However, thes...

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Autores principales: Chisholm, Rebecca H., Crammond, Bradley, Wu, Yue, Bowen, Asha C., Campbell, Patricia T., Tong, Steven Y.C., McVernon, Jodie, Geard, Nicholas
Formato: Online Artículo Texto
Lenguaje:English
Publicado: PeerJ Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7646303/
https://www.ncbi.nlm.nih.gov/pubmed/33194407
http://dx.doi.org/10.7717/peerj.10203
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author Chisholm, Rebecca H.
Crammond, Bradley
Wu, Yue
Bowen, Asha C.
Campbell, Patricia T.
Tong, Steven Y.C.
McVernon, Jodie
Geard, Nicholas
author_facet Chisholm, Rebecca H.
Crammond, Bradley
Wu, Yue
Bowen, Asha C.
Campbell, Patricia T.
Tong, Steven Y.C.
McVernon, Jodie
Geard, Nicholas
author_sort Chisholm, Rebecca H.
collection PubMed
description Households are known to be high-risk locations for the transmission of communicable diseases. Numerous modelling studies have demonstrated the important role of households in sustaining both communicable diseases outbreaks and endemic transmission, and as the focus for control efforts. However, these studies typically assume that households are associated with a single dwelling and have static membership. This assumption does not appropriately reflect households in some populations, such as those in remote Australian Aboriginal and Torres Strait Islander communities, which can be distributed across more than one physical dwelling, leading to the occupancy of individual dwellings changing rapidly over time. In this study, we developed an individual-based model of an infectious disease outbreak in communities with demographic and household structure reflective of a remote Australian Aboriginal community. We used the model to compare the dynamics of unmitigated outbreaks, and outbreaks constrained by a household-focused prophylaxis intervention, in communities exhibiting fluid vs. stable dwelling occupancy. We found that fluid dwelling occupancy can lead to larger and faster outbreaks in modelled scenarios, and may interfere with the effectiveness of household-focused interventions. Our findings suggest that while short-term restrictions on movement between dwellings may be beneficial during outbreaks, in the longer-term, strategies focused on reducing household crowding may be a more effective way to reduce the risk of severe outbreaks occurring in populations with fluid dwelling occupancy.
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spelling pubmed-76463032020-11-12 A model of population dynamics with complex household structure and mobility: implications for transmission and control of communicable diseases Chisholm, Rebecca H. Crammond, Bradley Wu, Yue Bowen, Asha C. Campbell, Patricia T. Tong, Steven Y.C. McVernon, Jodie Geard, Nicholas PeerJ Mathematical Biology Households are known to be high-risk locations for the transmission of communicable diseases. Numerous modelling studies have demonstrated the important role of households in sustaining both communicable diseases outbreaks and endemic transmission, and as the focus for control efforts. However, these studies typically assume that households are associated with a single dwelling and have static membership. This assumption does not appropriately reflect households in some populations, such as those in remote Australian Aboriginal and Torres Strait Islander communities, which can be distributed across more than one physical dwelling, leading to the occupancy of individual dwellings changing rapidly over time. In this study, we developed an individual-based model of an infectious disease outbreak in communities with demographic and household structure reflective of a remote Australian Aboriginal community. We used the model to compare the dynamics of unmitigated outbreaks, and outbreaks constrained by a household-focused prophylaxis intervention, in communities exhibiting fluid vs. stable dwelling occupancy. We found that fluid dwelling occupancy can lead to larger and faster outbreaks in modelled scenarios, and may interfere with the effectiveness of household-focused interventions. Our findings suggest that while short-term restrictions on movement between dwellings may be beneficial during outbreaks, in the longer-term, strategies focused on reducing household crowding may be a more effective way to reduce the risk of severe outbreaks occurring in populations with fluid dwelling occupancy. PeerJ Inc. 2020-11-03 /pmc/articles/PMC7646303/ /pubmed/33194407 http://dx.doi.org/10.7717/peerj.10203 Text en © 2020 Chisholm et al. https://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited.
spellingShingle Mathematical Biology
Chisholm, Rebecca H.
Crammond, Bradley
Wu, Yue
Bowen, Asha C.
Campbell, Patricia T.
Tong, Steven Y.C.
McVernon, Jodie
Geard, Nicholas
A model of population dynamics with complex household structure and mobility: implications for transmission and control of communicable diseases
title A model of population dynamics with complex household structure and mobility: implications for transmission and control of communicable diseases
title_full A model of population dynamics with complex household structure and mobility: implications for transmission and control of communicable diseases
title_fullStr A model of population dynamics with complex household structure and mobility: implications for transmission and control of communicable diseases
title_full_unstemmed A model of population dynamics with complex household structure and mobility: implications for transmission and control of communicable diseases
title_short A model of population dynamics with complex household structure and mobility: implications for transmission and control of communicable diseases
title_sort model of population dynamics with complex household structure and mobility: implications for transmission and control of communicable diseases
topic Mathematical Biology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7646303/
https://www.ncbi.nlm.nih.gov/pubmed/33194407
http://dx.doi.org/10.7717/peerj.10203
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