Vaccine · 2020 · 11 citations · 15 references
Public HealthPopulation Health SciencesPreventive MedicineEpidemiologyImmunizationVaccinologyCoverage AssessmentImmunization CoverageImmunization EpidemiologyImmunization PolicySampling MethodsVaccinationHousehold Health SurveysHousehold Survey Coverage EstimatesHousehold Surveys MethodologyMeasles-mumps-rubella VaccinationState-level ApproachTetanus-diphtheria VaccinationVaccination Coverage AnalysisVaccination Coverage In Children
National vaccination coverage estimates from household surveys are widely used in monitoring and planning of immunization programs. In Nigeria, survey-reported national coverage estimates have shown large fluctuations in the past few years. In this paper, we examine the impact of state-level survey weighting on Nigeria's national vaccination coverage estimation. In particular, we focus three vaccination-related outcomes among children aged 12-23 months: the coverage of the third dose of diphtheria, pertussis, and tetanus vaccine (DPT3); the coverage of the first dose of measles-containing vaccine (MCV1); and the availability rate of home-based vaccination record (HBR). We compare the sample selection and weight assignment of three major survey programs in Nigeria, and show that considerable portions of the changes in survey-reported national coverage estimates can be explained by shifts in state-level weights. Our analysis demonstrates the importance of state weighting method in estimating aggregated national coverage figures and provides important context for interpreting changes in coverage estimates between surveys in the future.
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R: A Language and Environment for Statistical Computing
R Core Team · 2000 · 353K citations · Full text
Natural Sciences, Computer Science, Statistical Computing +10
Analysis of Complex Survey Samples
Thomas Lumley · Journal of Statistical Software · 2004 · 2.3K citations · Full text