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The Ebola Crisis and the Corresponding Public Behavior: A System Dynamics Approach

Background: The interaction of several sociocultural and environmental factors during an epidemic crisis leads to behavioral responses that consequently make the crisis control a complex problem. Methods: The system dynamics approach has been adopted to study the relationships between spread of dise...

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Autores principales: Sharareh, Nasser, S. Sabounchi, Nasim, Sayama, Hiroki, MacDonald, Roderick
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5118047/
https://www.ncbi.nlm.nih.gov/pubmed/27974995
http://dx.doi.org/10.1371/currents.outbreaks.23badd9821870a002fa86bef6893c01d
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author Sharareh, Nasser
S. Sabounchi, Nasim
Sayama, Hiroki
MacDonald, Roderick
author_facet Sharareh, Nasser
S. Sabounchi, Nasim
Sayama, Hiroki
MacDonald, Roderick
author_sort Sharareh, Nasser
collection PubMed
description Background: The interaction of several sociocultural and environmental factors during an epidemic crisis leads to behavioral responses that consequently make the crisis control a complex problem. Methods: The system dynamics approach has been adopted to study the relationships between spread of disease, public attention, situational awareness, and community’s response to the Ebola epidemic. Results: In developing different simulation models to capture the trend of death and incidence data from the World Health Organization for the Ebola outbreak, the final model has the best fit to the historical trends. Results demonstrate that the increase of quarantining rate over time due to increase in situational awareness and performing safe burials had a significant impact on the control of epidemic. However, public attention did not play a significant role. Conclusion: The best fit to historical data are achieved when behavioral factors specific to West Africa like studying the Situational Awareness and Public Attention are included in the model. However, by ignoring the sociocultural factors, the model is not able to represent the reality; therefore, in the case of any epidemics, it is necessary that all the parties and community members find the most significant behavioral factors that can curb the epidemic.
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spelling pubmed-51180472016-12-13 The Ebola Crisis and the Corresponding Public Behavior: A System Dynamics Approach Sharareh, Nasser S. Sabounchi, Nasim Sayama, Hiroki MacDonald, Roderick PLoS Curr Research Article Background: The interaction of several sociocultural and environmental factors during an epidemic crisis leads to behavioral responses that consequently make the crisis control a complex problem. Methods: The system dynamics approach has been adopted to study the relationships between spread of disease, public attention, situational awareness, and community’s response to the Ebola epidemic. Results: In developing different simulation models to capture the trend of death and incidence data from the World Health Organization for the Ebola outbreak, the final model has the best fit to the historical trends. Results demonstrate that the increase of quarantining rate over time due to increase in situational awareness and performing safe burials had a significant impact on the control of epidemic. However, public attention did not play a significant role. Conclusion: The best fit to historical data are achieved when behavioral factors specific to West Africa like studying the Situational Awareness and Public Attention are included in the model. However, by ignoring the sociocultural factors, the model is not able to represent the reality; therefore, in the case of any epidemics, it is necessary that all the parties and community members find the most significant behavioral factors that can curb the epidemic. Public Library of Science 2016-11-03 /pmc/articles/PMC5118047/ /pubmed/27974995 http://dx.doi.org/10.1371/currents.outbreaks.23badd9821870a002fa86bef6893c01d Text en © 2016 Sharareh, S. Sabounchi, Sayama, MacDonald, et al http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Sharareh, Nasser
S. Sabounchi, Nasim
Sayama, Hiroki
MacDonald, Roderick
The Ebola Crisis and the Corresponding Public Behavior: A System Dynamics Approach
title The Ebola Crisis and the Corresponding Public Behavior: A System Dynamics Approach
title_full The Ebola Crisis and the Corresponding Public Behavior: A System Dynamics Approach
title_fullStr The Ebola Crisis and the Corresponding Public Behavior: A System Dynamics Approach
title_full_unstemmed The Ebola Crisis and the Corresponding Public Behavior: A System Dynamics Approach
title_short The Ebola Crisis and the Corresponding Public Behavior: A System Dynamics Approach
title_sort ebola crisis and the corresponding public behavior: a system dynamics approach
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5118047/
https://www.ncbi.nlm.nih.gov/pubmed/27974995
http://dx.doi.org/10.1371/currents.outbreaks.23badd9821870a002fa86bef6893c01d
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