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Modeling the role of public health education in Ebola virus disease outbreaks in Sudan

Public involvement in Ebola Virus Disease (EVD) prevention efforts is key to reducing disease outbreaks. Targeted education through practical health information to particular groups and sub-populations is crucial to controlling the disease. In this paper, we study the dynamics of Ebola virus disease...

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Autores principales: Levy, Benjamin, Edholm, Christina, Gaoue, Orou, Kaondera-Shava, Roselyn, Kgosimore, Moatlhodi, Lenhart, Suzanne, Lephodisa, Benjamin, Lungu, Edward, Marijani, Theresia, Nyabadza, Farai
Formato: Online Artículo Texto
Lenguaje:English
Publicado: KeAi Publishing 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6001965/
https://www.ncbi.nlm.nih.gov/pubmed/29928745
http://dx.doi.org/10.1016/j.idm.2017.06.004
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author Levy, Benjamin
Edholm, Christina
Gaoue, Orou
Kaondera-Shava, Roselyn
Kgosimore, Moatlhodi
Lenhart, Suzanne
Lephodisa, Benjamin
Lungu, Edward
Marijani, Theresia
Nyabadza, Farai
author_facet Levy, Benjamin
Edholm, Christina
Gaoue, Orou
Kaondera-Shava, Roselyn
Kgosimore, Moatlhodi
Lenhart, Suzanne
Lephodisa, Benjamin
Lungu, Edward
Marijani, Theresia
Nyabadza, Farai
author_sort Levy, Benjamin
collection PubMed
description Public involvement in Ebola Virus Disease (EVD) prevention efforts is key to reducing disease outbreaks. Targeted education through practical health information to particular groups and sub-populations is crucial to controlling the disease. In this paper, we study the dynamics of Ebola virus disease in the presence of public health education with the aim of assessing the role of behavior change induced by health education to the dynamics of an outbreak. The power of behavior change is evident in two outbreaks of EVD that took place in Sudan only 3 years apart. The first occurrence was the first documented outbreak of EVD and produced a significant number of infections. The second outbreak produced far fewer cases, presumably because the population in the region learned from the first outbreak. We derive a system of ordinary differential equations to model these two contrasting behaviors. Since the population in Sudan learned from the first outbreak of EVD and changed their behavior prior to the second outbreak, we use data from these two instances of EVD to estimate parameters relevant to two contrasting behaviors. We then simulate a future outbreak of EVD in Sudan using our model that contains two susceptible populations, one being more informed about EVD. Our finding show how a more educated population results in fewer cases of EVD and highlights the importance of ongoing public health education.
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spelling pubmed-60019652018-06-20 Modeling the role of public health education in Ebola virus disease outbreaks in Sudan Levy, Benjamin Edholm, Christina Gaoue, Orou Kaondera-Shava, Roselyn Kgosimore, Moatlhodi Lenhart, Suzanne Lephodisa, Benjamin Lungu, Edward Marijani, Theresia Nyabadza, Farai Infect Dis Model Article Public involvement in Ebola Virus Disease (EVD) prevention efforts is key to reducing disease outbreaks. Targeted education through practical health information to particular groups and sub-populations is crucial to controlling the disease. In this paper, we study the dynamics of Ebola virus disease in the presence of public health education with the aim of assessing the role of behavior change induced by health education to the dynamics of an outbreak. The power of behavior change is evident in two outbreaks of EVD that took place in Sudan only 3 years apart. The first occurrence was the first documented outbreak of EVD and produced a significant number of infections. The second outbreak produced far fewer cases, presumably because the population in the region learned from the first outbreak. We derive a system of ordinary differential equations to model these two contrasting behaviors. Since the population in Sudan learned from the first outbreak of EVD and changed their behavior prior to the second outbreak, we use data from these two instances of EVD to estimate parameters relevant to two contrasting behaviors. We then simulate a future outbreak of EVD in Sudan using our model that contains two susceptible populations, one being more informed about EVD. Our finding show how a more educated population results in fewer cases of EVD and highlights the importance of ongoing public health education. KeAi Publishing 2017-06-29 /pmc/articles/PMC6001965/ /pubmed/29928745 http://dx.doi.org/10.1016/j.idm.2017.06.004 Text en © 2017 The Authors. Production and hosting by Elsevier B.V. on behalf of KeAi Communications Co., Ltd. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
Levy, Benjamin
Edholm, Christina
Gaoue, Orou
Kaondera-Shava, Roselyn
Kgosimore, Moatlhodi
Lenhart, Suzanne
Lephodisa, Benjamin
Lungu, Edward
Marijani, Theresia
Nyabadza, Farai
Modeling the role of public health education in Ebola virus disease outbreaks in Sudan
title Modeling the role of public health education in Ebola virus disease outbreaks in Sudan
title_full Modeling the role of public health education in Ebola virus disease outbreaks in Sudan
title_fullStr Modeling the role of public health education in Ebola virus disease outbreaks in Sudan
title_full_unstemmed Modeling the role of public health education in Ebola virus disease outbreaks in Sudan
title_short Modeling the role of public health education in Ebola virus disease outbreaks in Sudan
title_sort modeling the role of public health education in ebola virus disease outbreaks in sudan
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6001965/
https://www.ncbi.nlm.nih.gov/pubmed/29928745
http://dx.doi.org/10.1016/j.idm.2017.06.004
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