Modeling the Impact of Interventions on an Epidemic of Ebola in Sierra Leone and Liberia
Open Access
- 1 January 2014
- journal article
- Published by Public Library of Science (PLoS) in PLoS Currents
Abstract
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.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.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.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.Keywords
This publication has 7 references indexed in Scilit:
- Ebola Virus Disease in West Africa — The First 9 Months of the Epidemic and Forward ProjectionsNew England Journal of Medicine, 2014
- Emergence of Zaire Ebola Virus Disease in GuineaNew England Journal of Medicine, 2014
- The International Ebola EmergencyNew England Journal of Medicine, 2014
- Assessing the International Spreading Risk Associated with the 2014 West African Ebola OutbreakPLoS Currents, 2014
- StochPy: A Comprehensive, User-Friendly Tool for Simulating Stochastic Biological ProcessesPLOS ONE, 2013
- Visualizing Results From Infection Transmission ModelsEpidemiology, 2012
- Understanding the dynamics of Ebola epidemicsEpidemiology and Infection, 2006