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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...
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
KeAi Publishing
2017
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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. |
format | Online Article Text |
id | pubmed-6001965 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | KeAi Publishing |
record_format | MEDLINE/PubMed |
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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