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Modeling the Impact of Interventions on an Epidemic of Ebola in Sierra Leone and Liberia
Background: An Ebola outbreak of unparalleled size is currently affecting several countries in West Africa, and international efforts to control the outbreak are underway. However, the efficacy of these interventions, and their likely impact on an Ebola epidemic of this size, is unknown. Forecasting...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2014
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4399521/ https://www.ncbi.nlm.nih.gov/pubmed/25914859 http://dx.doi.org/10.1371/currents.outbreaks.fd38dd85078565450b0be3fcd78f5ccf |
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author | Rivers, Caitlin M. Lofgren, Eric T. Marathe, Madhav Eubank, Stephen Lewis, Bryan L. |
author_facet | Rivers, Caitlin M. Lofgren, Eric T. Marathe, Madhav Eubank, Stephen Lewis, Bryan L. |
author_sort | Rivers, Caitlin M. |
collection | PubMed |
description | Background: An Ebola outbreak of unparalleled size is currently affecting several countries in West Africa, and international efforts to control the outbreak are underway. However, the efficacy of these interventions, and their likely impact on an Ebola epidemic of this size, is unknown. Forecasting and simulation of these interventions may inform public health efforts. Methods: We use existing data from Liberia and Sierra Leone to parameterize a mathematical model of Ebola and use this model to forecast the progression of the epidemic, as well as the efficacy of several interventions, including increased contact tracing, improved infection control practices, the use of a hypothetical pharmaceutical intervention to improve survival in hospitalized patients. Findings: Model forecasts until Dec. 31, 2014 show an increasingly severe epidemic with no sign of having reached a peak. Modeling results suggest that increased contact tracing, improved infection control, or a combination of the two can have a substantial impact on the number of Ebola cases, but these interventions are not sufficient to halt the progress of the epidemic. The hypothetical pharmaceutical intervention, while impacting mortality, had a smaller effect on the forecasted trajectory of the epidemic. Interpretation: Near-term, practical interventions to address the ongoing Ebola epidemic may have a beneficial impact on public health, but they will not result in the immediate halting, or even obvious slowing of the epidemic. A long-term commitment of resources and support will be necessary to address the outbreak. |
format | Online Article Text |
id | pubmed-4399521 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2014 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-43995212015-04-24 Modeling the Impact of Interventions on an Epidemic of Ebola in Sierra Leone and Liberia Rivers, Caitlin M. Lofgren, Eric T. Marathe, Madhav Eubank, Stephen Lewis, Bryan L. PLoS Curr Research Background: An Ebola outbreak of unparalleled size is currently affecting several countries in West Africa, and international efforts to control the outbreak are underway. However, the efficacy of these interventions, and their likely impact on an Ebola epidemic of this size, is unknown. Forecasting and simulation of these interventions may inform public health efforts. Methods: We use existing data from Liberia and Sierra Leone to parameterize a mathematical model of Ebola and use this model to forecast the progression of the epidemic, as well as the efficacy of several interventions, including increased contact tracing, improved infection control practices, the use of a hypothetical pharmaceutical intervention to improve survival in hospitalized patients. Findings: Model forecasts until Dec. 31, 2014 show an increasingly severe epidemic with no sign of having reached a peak. Modeling results suggest that increased contact tracing, improved infection control, or a combination of the two can have a substantial impact on the number of Ebola cases, but these interventions are not sufficient to halt the progress of the epidemic. The hypothetical pharmaceutical intervention, while impacting mortality, had a smaller effect on the forecasted trajectory of the epidemic. Interpretation: Near-term, practical interventions to address the ongoing Ebola epidemic may have a beneficial impact on public health, but they will not result in the immediate halting, or even obvious slowing of the epidemic. A long-term commitment of resources and support will be necessary to address the outbreak. Public Library of Science 2014-10-16 /pmc/articles/PMC4399521/ /pubmed/25914859 http://dx.doi.org/10.1371/currents.outbreaks.fd38dd85078565450b0be3fcd78f5ccf Text en 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 Rivers, Caitlin M. Lofgren, Eric T. Marathe, Madhav Eubank, Stephen Lewis, Bryan L. Modeling the Impact of Interventions on an Epidemic of Ebola in Sierra Leone and Liberia |
title | Modeling the Impact of Interventions on an Epidemic of Ebola in Sierra Leone and Liberia |
title_full | Modeling the Impact of Interventions on an Epidemic of Ebola in Sierra Leone and Liberia |
title_fullStr | Modeling the Impact of Interventions on an Epidemic of Ebola in Sierra Leone and Liberia |
title_full_unstemmed | Modeling the Impact of Interventions on an Epidemic of Ebola in Sierra Leone and Liberia |
title_short | Modeling the Impact of Interventions on an Epidemic of Ebola in Sierra Leone and Liberia |
title_sort | modeling the impact of interventions on an epidemic of ebola in sierra leone and liberia |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4399521/ https://www.ncbi.nlm.nih.gov/pubmed/25914859 http://dx.doi.org/10.1371/currents.outbreaks.fd38dd85078565450b0be3fcd78f5ccf |
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