A Model for the Spread of Infectious Diseases in a Region.


Journal

International journal of environmental research and public health
ISSN: 1660-4601
Titre abrégé: Int J Environ Res Public Health
Pays: Switzerland
ID NLM: 101238455

Informations de publication

Date de publication:
30 04 2020
Historique:
received: 31 03 2020
revised: 27 04 2020
accepted: 28 04 2020
entrez: 6 5 2020
pubmed: 6 5 2020
medline: 3 10 2020
Statut: epublish

Résumé

In understanding the dynamics of the spread of an infectious disease, it is important to understand how a town's place in a network of towns within a region will impact how the disease spreads to that town and from that town. In this article, we take a model for the spread of an infectious disease in a single town and scale it up to simulate a region containing multiple towns. The model is validated by looking at how adding additional towns and commuters influences the outbreak in a single town. We then look at how the centrality of a town within a network influences the outbreak. Our main finding is that the commuters coming into a town have a greater effect on whether an outbreak will spread to a town than the commuters going out. The findings on centrality of a town and how it influences an outbreak could potentially be used to help influence future policy and intervention strategies such as school closure policies.

Identifiants

pubmed: 32365775
pii: ijerph17093119
doi: 10.3390/ijerph17093119
pmc: PMC7246727
pii:
doi:

Types de publication

Journal Article Research Support, Non-U.S. Gov't

Langues

eng

Sous-ensembles de citation

IM

Références

Clin Diagn Lab Immunol. 1999 Nov;6(6):868-71
pubmed: 10548578
Sociol Methods Res. 2015 May;44(2):186-221
pubmed: 25983351
PLoS One. 2018 Dec 19;13(12):e0208775
pubmed: 30566424

Auteurs

Elizabeth Hunter (E)

School of Computer Science, Technological University Dublin, Dublin D24 FKT9, Ireland.

Brian Mac Namee (BM)

School of Computer Science, University College Dublin, Dublin D04 V1W8, Ireland.

John D Kelleher (JD)

ADAPT Research Centre, Technological University Dublin, Dublin D24 FKT9, Ireland.

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Classifications MeSH