The basic reproductive number of Ebola and the effects of public health measures: the cases of Congo and Uganda
Despite improved control measures, Ebola remains a serious public health risk in African regions where recurrent outbreaks have been observed since the initial epidemic in 1976. Using epidemic modeling and data from two well-documented Ebola outbreaks (Congo 1995 and Uganda 2000), we estimate the nu...
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Veröffentlicht in: | Journal of theoretical biology 2004-07, Vol.229 (1), p.119-126 |
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Format: | Artikel |
Sprache: | eng |
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Zusammenfassung: | Despite improved control measures, Ebola remains a serious public health risk in African regions where recurrent outbreaks have been observed since the initial epidemic in 1976. Using epidemic modeling and data from two well-documented Ebola outbreaks (Congo 1995 and Uganda 2000), we estimate the number of secondary cases generated by an index case in the absence of control interventions (
R
0). Our estimate of
R
0 is 1.83 (
sd 0.06) for Congo (1995) and 1.34 (
sd 0.03) for Uganda (2000). We model the course of the outbreaks via an SEIR (susceptible-exposed-infectious-removed) epidemic model that includes a smooth transition in the transmission rate after control interventions are put in place. We perform an uncertainty analysis of the basic reproductive number
R
0 to quantify its sensitivity to other disease-related parameters. We also analyse the sensitivity of the final epidemic size to the time interventions begin and provide a distribution for the final epidemic size. The control measures implemented during these two outbreaks (including education and contact tracing followed by quarantine) reduce the final epidemic size by a factor of 2 relative the final size with a 2-week delay in their implementation. |
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ISSN: | 0022-5193 1095-8541 |
DOI: | 10.1016/j.jtbi.2004.03.006 |