Estimation of measles vaccine efficacy and critical vaccination coverage in a highly vaccinated population
- 14 April 2010
- journal article
- Published by The Royal Society in Journal of The Royal Society Interface
- Vol. 7 (52) , 1537-1544
- https://doi.org/10.1098/rsif.2010.0086
Abstract
Measles is a highly infectious disease that has been targeted for elimination from four WHO regions. Whether and under which conditions this goal is feasible is, however, uncertain since outbreaks have been documented in populations with high vaccination coverage (more than 90%). Here, we use the example of a large outbreak in a German public school to show how estimates of key epidemiological parameters such as the basic reproduction number ( R 0 ), vaccine efficacy (VE S ) and critical vaccination coverage ( p c ) can be obtained from partially observed outbreaks in highly vaccinated populations. Our analyses rely on Bayesian methods of inference based on the final size distribution of outbreak size, and use data which are easily collected. For the German public school the analyses indicate that the basic reproduction number of measles is higher than previously thought ( , 95% credible interval: 23.6–40.4), that the vaccine is highly effective in preventing infection ( , 95% credible interval: 0.993–0.999), and that a vaccination coverage in excess of 95 per cent may be necessary to achieve herd immunity ( , 95% credible interval: 0.961–0.978). We discuss the implications for measles elimination from highly vaccinated populations.Keywords
This publication has 23 references indexed in Scilit:
- Plug-and-play inference for disease dynamics: measles in large and small populations as a case studyJournal of The Royal Society Interface, 2009
- furter efforts needed to achieve measles elimination in Germany: results of an outbreak investigationBulletin of the World Health Organization, 2009
- Measles in Europe: an epidemiological assessmentThe Lancet, 2009
- Estimating Influenza Vaccine Efficacy From Challenge and Community-based Study DataAmerican Journal of Epidemiology, 2008
- Large Measles Outbreak at a German Public School, 2006The Pediatric Infectious Disease Journal, 2007
- Detecting Emerging Transmissibility of Avian Influenza Virus in Human HouseholdsPLoS Computational Biology, 2007
- A Measles Epidemic Threshold in a Highly Vaccinated PopulationPLoS Medicine, 2005
- Estimating vaccine efficacy from small outbreaksBiometrika, 2004
- Time Series Modelling of Childhood Diseases: A Dynamical Systems ApproachJournal of the Royal Statistical Society Series C: Applied Statistics, 2000
- The distribution of general final state random variables for stochastic epidemic modelsJournal of Applied Probability, 1999