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Modelling the Role of Human Behaviour in Ebola Virus Disease (EVD) Transmission Dynamics

The role of human behaviour in the dynamics of infectious diseases cannot be underestimated. A clear understanding of how human behaviour influences the spread of infectious diseases is critical in establishing and designing control measures. To study the role that human behaviour plays in Ebola dis...

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Autores principales: Djiomba Njankou, Sylvie Diane, Nyabadza, Farai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122724/
https://www.ncbi.nlm.nih.gov/pubmed/35602345
http://dx.doi.org/10.1155/2022/4150043
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author Djiomba Njankou, Sylvie Diane
Nyabadza, Farai
author_facet Djiomba Njankou, Sylvie Diane
Nyabadza, Farai
author_sort Djiomba Njankou, Sylvie Diane
collection PubMed
description The role of human behaviour in the dynamics of infectious diseases cannot be underestimated. A clear understanding of how human behaviour influences the spread of infectious diseases is critical in establishing and designing control measures. To study the role that human behaviour plays in Ebola disease dynamics, in this paper, we design an Ebola virus disease model with disease transmission dynamics based on a new exponential nonlinear incidence function. This new incidence function that captures the reduction in disease transmission due to human behaviour innovatively considers the efficacy and the speed of behaviour change. The model's steady states are determined and suitable Lyapunov functions are built. The proofs of the global stability of equilibrium points are presented. To demonstrate the utility of the model, we fit the model to Ebola virus disease data from Liberia and Sierra Leone. The results which are comparable to existing findings from the outbreak of 2014 − 2016 show a better fit when the efficacy and the speed of behaviour change are higher. A rapid and efficacious behaviour change as a control measure to rapidly control an Ebola virus disease epidemic is advocated. Consequently, this model has implications for the management and control of future Ebola virus disease outbreaks.
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spelling pubmed-91227242022-05-21 Modelling the Role of Human Behaviour in Ebola Virus Disease (EVD) Transmission Dynamics Djiomba Njankou, Sylvie Diane Nyabadza, Farai Comput Math Methods Med Research Article The role of human behaviour in the dynamics of infectious diseases cannot be underestimated. A clear understanding of how human behaviour influences the spread of infectious diseases is critical in establishing and designing control measures. To study the role that human behaviour plays in Ebola disease dynamics, in this paper, we design an Ebola virus disease model with disease transmission dynamics based on a new exponential nonlinear incidence function. This new incidence function that captures the reduction in disease transmission due to human behaviour innovatively considers the efficacy and the speed of behaviour change. The model's steady states are determined and suitable Lyapunov functions are built. The proofs of the global stability of equilibrium points are presented. To demonstrate the utility of the model, we fit the model to Ebola virus disease data from Liberia and Sierra Leone. The results which are comparable to existing findings from the outbreak of 2014 − 2016 show a better fit when the efficacy and the speed of behaviour change are higher. A rapid and efficacious behaviour change as a control measure to rapidly control an Ebola virus disease epidemic is advocated. Consequently, this model has implications for the management and control of future Ebola virus disease outbreaks. Hindawi 2022-05-13 /pmc/articles/PMC9122724/ /pubmed/35602345 http://dx.doi.org/10.1155/2022/4150043 Text en Copyright © 2022 Sylvie Diane Djiomba Njankou and Farai Nyabadza. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Article
Djiomba Njankou, Sylvie Diane
Nyabadza, Farai
Modelling the Role of Human Behaviour in Ebola Virus Disease (EVD) Transmission Dynamics
title Modelling the Role of Human Behaviour in Ebola Virus Disease (EVD) Transmission Dynamics
title_full Modelling the Role of Human Behaviour in Ebola Virus Disease (EVD) Transmission Dynamics
title_fullStr Modelling the Role of Human Behaviour in Ebola Virus Disease (EVD) Transmission Dynamics
title_full_unstemmed Modelling the Role of Human Behaviour in Ebola Virus Disease (EVD) Transmission Dynamics
title_short Modelling the Role of Human Behaviour in Ebola Virus Disease (EVD) Transmission Dynamics
title_sort modelling the role of human behaviour in ebola virus disease (evd) transmission dynamics
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9122724/
https://www.ncbi.nlm.nih.gov/pubmed/35602345
http://dx.doi.org/10.1155/2022/4150043
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