Abstract
Policymakers and healthcare service managers demand reliable, accurate and disaggregated information about child deaths at the sub-national level to plan and monitor healthcare service delivery and health outcomes. In support of this demand, this research aimed at providing reliable local municipality estimates of the under-5 mortality rate (U5MR) in South Africa. The paper used a small area estimation approach to improve the precision of local municipality estimates of U5MR by linking data from the 2016 Community Survey (CS) and the 2011 Population Census (PC). The diagnostic measures and validation of the reliability of the results showed that the local municipality estimates of U5MR produced by small area estimation are more efficient and precise than direct estimates of U5MR based only on the CS data. Further, accurate and cost-effective local municipality estimates of U5MR were produced without the need for more resources through combining the available data sources. This was achievable since the research did not require a separate survey for this purpose. The results can be used to monitor U5MR at the local level in South Africa since they link directly with the Sustainable Development Goals (SDGs).
Subject
Statistics, Probability and Uncertainty,Economics and Econometrics,Management Information Systems
Reference42 articles.
1. Anggreyani A, Kurnia A. Small area estimation for estimating the number of infant mortality in West Java, Indonesia. AIP Conference Proceedings. 2016; 1707(1): 080002.
2. Burstein R, Henry NJ, Collison M, Marczak LB, Sligar A, Watson S, et al. Mapping 123 million neonatal, infant and child deaths between 2000 and 2017. Nature. 2019; 574(7778): 353-358.
3. Child mortality in South Africa: Fewer deaths, but better data are needed;Bamford;South African Medical Journal,2018
4. Empirical uncertain bayes methods in area-level models;Sugasawa;Scandinavian Journal of Statistics,2017
5. Estimates of income for small places: An application of James-Stein procedure to census data;Fay;Journal of the American Statistical Association,1979
Cited by
6 articles.
订阅此论文施引文献
订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献