TY - JOUR
T1 - Modeling the role of public health education in Ebola virus disease outbreaks in Sudan
AU - Levy, Benjamin
AU - Edholm, Christina
AU - Gaoue, Orou
AU - Kaondera-Shava, Roselyn
AU - Kgosimore, Moatlhodi
AU - Lenhart, Suzanne
AU - Lephodisa, Benjamin
AU - Lungu, Edward
AU - Marijani, Theresia
AU - Nyabadza, Farai
N1 - Publisher Copyright:
© 2017 The Authors
PY - 2017/8
Y1 - 2017/8
N2 - 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.
AB - 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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U2 - 10.1016/j.idm.2017.06.004
DO - 10.1016/j.idm.2017.06.004
M3 - Article
AN - SCOPUS:85037065337
SN - 2468-0427
VL - 2
SP - 323
EP - 340
JO - Infectious Disease Modelling
JF - Infectious Disease Modelling
IS - 3
ER -