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A Health Policy Simulation Model of Ebola Haemorrhagic Fever and Zika Fever

This study proposes a simulation model of a new type of infectious disease based on Ebola haemorrhagic fever and Zika fever. SIR (Susceptible, Infected, Recovered) model has been widely used to analyse infectious diseases such as influenza, smallpox, bioterrorism, to name a few. On the other hand, A...

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Autor principal: Kurahashi, Setsuya
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7121695/
http://dx.doi.org/10.1007/978-3-319-39883-9_26
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author Kurahashi, Setsuya
author_facet Kurahashi, Setsuya
author_sort Kurahashi, Setsuya
collection PubMed
description This study proposes a simulation model of a new type of infectious disease based on Ebola haemorrhagic fever and Zika fever. SIR (Susceptible, Infected, Recovered) model has been widely used to analyse infectious diseases such as influenza, smallpox, bioterrorism, to name a few. On the other hand, Agent-based model begins to spread in recent years. The model enables to represent behaviour of each person in the computer. It also reveals the spread of an infection by simulation of the contact process among people in the model. The study designs a model based on Epstein’s model in which several health policies are decided such as vaccine stocks, antiviral medicine stocks, the number of medical staff to infection control measures and so on. Furthermore, infectious simulation of Ebola haemorrhagic fever and Zika fever, which have not yet any effective vaccine, is also implemented in the model. As results of experiments using the model, it has been found that preventive vaccine, antiviral medicine stocks and the number of medical staff are crucial factors to prevent the spread. In addition, a modern city is vulnerable to Zika fever due to commuting by train.
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spelling pubmed-71216952020-04-06 A Health Policy Simulation Model of Ebola Haemorrhagic Fever and Zika Fever Kurahashi, Setsuya Agent and Multi-Agent Systems: Technology and Applications Article This study proposes a simulation model of a new type of infectious disease based on Ebola haemorrhagic fever and Zika fever. SIR (Susceptible, Infected, Recovered) model has been widely used to analyse infectious diseases such as influenza, smallpox, bioterrorism, to name a few. On the other hand, Agent-based model begins to spread in recent years. The model enables to represent behaviour of each person in the computer. It also reveals the spread of an infection by simulation of the contact process among people in the model. The study designs a model based on Epstein’s model in which several health policies are decided such as vaccine stocks, antiviral medicine stocks, the number of medical staff to infection control measures and so on. Furthermore, infectious simulation of Ebola haemorrhagic fever and Zika fever, which have not yet any effective vaccine, is also implemented in the model. As results of experiments using the model, it has been found that preventive vaccine, antiviral medicine stocks and the number of medical staff are crucial factors to prevent the spread. In addition, a modern city is vulnerable to Zika fever due to commuting by train. 2016-04-30 /pmc/articles/PMC7121695/ http://dx.doi.org/10.1007/978-3-319-39883-9_26 Text en © Springer International Publishing Switzerland 2016 This article is made available via the PMC Open Access Subset for unrestricted research re-use and secondary analysis in any form or by any means with acknowledgement of the original source. These permissions are granted for the duration of the World Health Organization (WHO) declaration of COVID-19 as a global pandemic.
spellingShingle Article
Kurahashi, Setsuya
A Health Policy Simulation Model of Ebola Haemorrhagic Fever and Zika Fever
title A Health Policy Simulation Model of Ebola Haemorrhagic Fever and Zika Fever
title_full A Health Policy Simulation Model of Ebola Haemorrhagic Fever and Zika Fever
title_fullStr A Health Policy Simulation Model of Ebola Haemorrhagic Fever and Zika Fever
title_full_unstemmed A Health Policy Simulation Model of Ebola Haemorrhagic Fever and Zika Fever
title_short A Health Policy Simulation Model of Ebola Haemorrhagic Fever and Zika Fever
title_sort health policy simulation model of ebola haemorrhagic fever and zika fever
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7121695/
http://dx.doi.org/10.1007/978-3-319-39883-9_26
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