International Journal of Infectious Diseases | |
Stemming cholera tides in Zimbabwe through mass vaccination | |
Farai Nyabadza1  Portia Manangazira2  Zindoga Mukandavire3  J. Glenn Morris, Jr.4  Godfrey Musuka5  Diego F Cuadros6  | |
[1] Corresponding author at: Centre for Data Science, School of Computing, Electronics and Mathematics, Coventry University, UK.;School of Computing, Electronics and Mathematics, Coventry University, UK;Centre for Data Science, Coventry University, UK;Department of Geography and Geographic Information Science, University of Cincinnati, Cincinnati, OH, USA;Department of Mathematics and Applied Mathematics, University of Johannesburg, South Africa;Ministry of Health and Child Care, Harare, Zimbabwe; | |
关键词: Cholera; Vaccination; Prevention; Mathematical model; Basic reproductive number; | |
DOI : | |
来源: DOAJ |
【 摘 要 】
Background: In 2018, Zimbabwe declared another major cholera outbreak a decade after recording one of the worst cholera outbreaks in Africa. Methods: A mathematical model for cholera was used to estimate the magnitude of the cholera outbreak and vaccination coverage using cholera cases reported data. A Markov chain Monte Carlo method based on a Bayesian framework was used to fit the model in order to estimate the basic reproductive number and required vaccination coverage for cholera control. Results: The results showed that the outbreak had a basic reproductive number of 1.82 (95% credible interval [CrI] 1.53–2.11) and required vaccination coverage of at least 58% (95% Crl 45–68%) to be contained using an oral cholera vaccine of 78% efficacy. Sensitivity analysis demonstrated that a vaccine with at least 55% efficacy was sufficient to contain the outbreak but at higher coverage of 75% (95% Crl 58–88%). However, high-efficacy vaccines would greatly reduce the required coverage, with 100% efficacy vaccine reducing coverage to 45% (95% Crl 35–53%). Conclusions: These findings reinforce the crucial need for oral cholera vaccines to control cholera in Zimbabwe, considering that the decay of water reticulation and sewerage infrastructure is unlikely to be effectively addressed in the coming years.
【 授权许可】
Unknown