Spatial small area estimates of undernutrition for under five children in Ethiopia via combining survey and census data.

Autor: Yilema SA; Deparment of Statistics, College of Science, Bahir Dar University, Bahir Dar, Ethiopia; Department of Statistics, College of Natural and Computational Science, Debre Tabor University, Debre Tabor, Ethiopia. Electronic address: samarey1981@gmail.com., Shiferaw YA; Department of Statistics, University of Johannesburg, PO Box 524, Johannesburg, 2006, South Africa., Zewotir TT; Department of Statistics, School of Mathematics, Statistics and Computer Science, University of KwaZulu-Natal, Durban, South Africa., Muluneh EK; School of Public Health, Bahir Dar University, PO Box 79, Bahir Dar, Ethiopia.
Jazyk: angličtina
Zdroj: Spatial and spatio-temporal epidemiology [Spat Spatiotemporal Epidemiol] 2022 Aug; Vol. 42, pp. 100509. Date of Electronic Publication: 2022 Apr 26.
DOI: 10.1016/j.sste.2022.100509
Abstrakt: A survey is typically designed to produce reliable estimates of target variables of the population at national and regional levels. For unplanned zones with small sample sizes, reliable estimates are needed in many ways. Because of the small sample sizes, direct survey estimates for unplanned zones are unreliable. This paper aims to improve the precision of estimates of undernutrition at zonal levels using small area estimation under the spatial Fay-Herriot (FH) model. Diagnostic measures are used to determine the reliability of spatial FH model assumptions and model-based spatial estimates. According to the results, model-based small area estimates under spatial association had higher precision than direct estimates and FH models that ignored spatial information. The spatial small area estimates of undernutrition were unevenly distributed across Ethiopian zones. Undernutrition estimates for children under five at the zonal level can be helpful for resource allocation, policymakers, and planners.
(Copyright © 2022. Published by Elsevier Ltd.)
Databáze: MEDLINE
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