ArticlePloS one2021
Disparities in childhood composite index of anthropometric failure prevalence and determinants across Ethiopian administrative zones.
Article in PloS one, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 34 papers, 2 of them syntheses that pooled it.
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34 citing papers in PubMed, 2 syntheses or guidelines pooled it.
- Prevalence, trends and inequalities of childhood undernutrition according to a Composite Index of Anthropometric Failure (CIAF): a systematic review and meta-analysis.BMJ global health · 2026Pooled it
- Pooled it
- Spatial disparities and associated factors of composite index of anthropometric failure for under-five children across three African countries.Global epidemiology · 2026Article
- Factors Associated With Composite Anthropometric Failures (CIAF) Among Under Five Children in Lesotho: An Insight From the 2023 to 2024 Demographic and Health Survey Data.Food science & nutrition · 2026Article
- Trends of childhood Composite Index of Anthropometric Failure prevalence, determinants and inequity in Bangladesh: insights from Bangladesh Demographic and Health Surveys.Public health nutrition · 2026Article
- Anthropometric Failure and Associated Factors Among Infants Aged 6-8 Months in West Gojjam Zone, Ethiopia.Food science & nutrition · 2026Article
- The prevalence of undernutrition among children in Malaysia: the difference between conventional assessments and the composite index of anthropometric failure.Journal of health, population, and nutrition · 2026Article
- Multilevel Analysis of Severe Anthropometric Failure among Under-Five Children in Benin: A Cross-Sectional Study Using 2017 to 2018 Demographic and Health Survey Data.Annals of global health · 2026Article
- Article
- Determinants of stunting among under-five children in Amhara and Oromia regions, Ethiopia: the linear quantile regression analysis.BMC public health · 2025Article
- Under-nutrition and its associated factors among under-five children across urban and rural settings of Ethiopia: a cross-sectional comparative study.BMC nutrition · 2025Article
- Prevalence and Determinants of the Composite Index of Anthropometric Failure in Children Under Five Years in Bangladesh: Insights From a National Survey.Food science & nutrition · 2025Article
- Geo-spatial pattern and determinants of composite index of anthropometric failure among children under five in Ethiopia.Scientific reports · 2025Article
- Residence-based disparities of composite index of anthropometric failures in East African under five children; multivariate decomposition analysis.BMC public health · 2025Article
- A deep learning approach for classifying and predicting children's nutritional status in Ethiopia using LSTM-FC neural networks.BioData mining · 2025Article
- Analyzing childhood (0-59 months) malnutrition determinants in five West African countries of Gabon, Gambia, Liberia, Mauritania, and Nigeria using a generalized additive mixed model from DHS data.Frontiers in nutrition · 2025Article
- Adolescent pregnancy, maternal and child anaemia: Empirical analysis from India, Bangladesh, and Nigeria.Maternal & child nutrition · 2025Article
- Spatiotemporal models with confounding effects: application on under-five mortality across four sub-Saharan African countries.Frontiers in public health · 2025Article
- Socio-ecological determinants of multiple anthropometric failures among under-five children: A systematic review and meta-analysis of observational studies.PLOS global public health · 2025Article
- Malnutrition among under-five children in amhara and oromia regions, Ethiopia: Continuous time markov multi-state modeling.PloS one · 2025Article
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Abstract
backgroundThe prevalence of under-five children's undernutrition in Ethiopia is among the highest in the world. This study aimed at exploring the prevalence and risk factors of the composite index for anthropometric failure (CIAF) of under-five children in Ethiopia by incorporating the zonal (district) effects.
methodsThe data was drawn from Ethiopian Demographic and Health Surveys (EDHSs), a population-based cross-sectional study of 29,599 under-five year children from 72 Zones in the years 2000, 2005, 2011, and 2016. Fixed effect variables related to child and maternal-household were included in the model. We adopted a generalized mixed model with CIAF as outcome variable and Zones as random effects.
resultsThe prevalence of CIAF in Ethiopia was 53.78% with the highest prevalence of 61.30% in 2000 and the lowest prevalence of 46.58% in 2016. The model result revealed that being a female child, absence of comorbidity, singleton births, and the first order of birth showed significantly lower CIAF prevalence than their counterparts. Among the household characteristics, children from mothers of underweight body mass index, uneducated parents, poor household sanitation, and rural residents were more likely to be undernourished than their counterparts. Based on the best linear unbiased prediction for the zonal-level random effect, significant variations of CIAF among zones were observed.
conclusionThe generalized linear mixed-effects model results identified gender of the child, size of child at birth, dietary diversity, birth type, place of residence, age of the child, parental level of education, wealth index, sanitation facilities, and media exposure as main drivers of CIAF. Disparities of CIAF were observed between and within the Ethiopian administrative Zones over time.
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