ArticleBMC public health2023
Undernutrition among the children below five years of age in Uganda: a spatial analysis approach.
Article in BMC public health, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed.
- The Impact and Sustainability of Multisector Interventions to Improve Water Quality and Food Safety in Complex Environments: A Cluster-Randomized Controlled Trial in Northern Uganda.The American journal of tropical medicine and hygiene · 2025Trial
- Five-year outcomes after surgical treatment of infant postinfectious hydrocephalus in sub-Saharan Africa: results of a randomized trial.Journal of neurosurgery. Pediatrics · 2025Trial
- Pragmatic weight estimation for dosing of a new paediatric treatment for schistosomiasis prevention and control in preschool-aged children: a feasibility study in Uganda and Côte d'Ivoire.Infectious diseases of poverty · 2026Observational
- Estimating the risk of acute malnutrition among under-five children in Uganda: a distributional analysis of socioeconomic and structural inequalities.BMJ paediatrics open · 2026Article
- Spatiotemporal Trend and Hotspot Analysis of Stillbirth Prevalence in Ghana.Health science reports · 2026Article
- Under-Five Undernutrition Prevalence, Its Inequality, Associated Socio-Economic and Demographic Factors in Uganda: Secondary Analysis of 2019/2020 National Panel Data.Nutrition and metabolic insights · 2026Article
- Article
- Prevalence and experiences of exclusive breastfeeding among working mothers at a tertiary hospital in Eastern Uganda.Scientific reports · 2025Article
- Dietary practices and nutritional status of older persons: a cross-sectional study of Northern Uganda.BMC geriatrics · 2025Article
- Simultaneous Wasting and Stunting (WaSt), Wasting and Anemia (WaAn) and Wasting, Stunting and Anemia (WaStAn) Among Children 6-59 Months in Karamoja, Uganda.Food science & nutrition · 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
- Magnitude and factors associated with wasting among children on antiretroviral therapy in the East Wollega zone, Western Ethiopia.BMC pediatrics · 2025Article
- Residence-based disparities of composite index of anthropometric failures in East African under five children; multivariate decomposition analysis.BMC public health · 2025Article
- Decomposing drivers of air pollutant emissions in China: A hybrid LMDI and Geographically Weighted Regression approach.PloS one · 2025Article
- The current status of genetic biofortification in alleviating malnutrition in Africa.Journal, genetic engineering & biotechnology · 2024Review
- Exploring the Nexus between Food Systems and the Global Syndemic among Children under Five Years of Age through the Complex Systems Approach.International journal of environmental research and public health · 2024Review
- The Epidemiological Characteristics and Spatiotemporal Clustering of Measles - China, 2005-2022.China CDC weekly · 2024Article
- Environmental Predictors of Undernutrition Among Under-5 Children at Dabat District Health Facilities, Northwest Ethiopia, 2023.Environmental health insights · 2024Article
- Modeling the Risk Factors of Undernutrition among Children below Five Years of Age in Uganda Using Generalized Structural Equation Models.Children (Basel, Switzerland) · 2023Article
- A Qualitative Exploration on Perceived Socio-Cultural Factors Contributing to Undernutrition Among Under-Fives in the Southern Highlands of Tanzania.International journal of public health · 2023Article
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Authors and funding
3 authors.
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No grant is acknowledged in the PubMed record.
Abstract
backgroundUndernutrition is a health condition caused by a lack of enough food intake, not having enough of the right combination of food nutrients, or the body's failure to utilize the food eaten resulting in either, stunting, being underweight, or wasting. Globally, undernutrition affects more than 149 million under-five children, while in Uganda about 3 in every 10 children suffer from undernutrition. Undernutrition and its risk factors among under-five children in Uganda were unevenly distributed across the country and a study that focused on spatial distribution was prudent to examine the nature of the problem and salient factors associated with it. The current study addressed the issues of spatial heterogeneity of undernutrition and its determinants with the goal to identify hot spots and advise policymakers on the best actions to be taken to address the problem.
methodsData were obtained from the 2016 Uganda Demographic and Health Survey. Prevalence rates and percentages of risk factors were combined with the Uganda district shape file to allow spatial analysis. Moran's I, Getis-Ord (GI*), and Geographically Weighted Regressions were respectively used to establish the local, global, and geographically weighted regressions across the country. Stata 15 and ArcGIS 10. 7 soft wares were used.
resultsThe results indicate that undernutrition in Uganda shows varies spatially across regions. Evidence of hot spots exists in the Karamoja and Arua regions, cold spot areas exist around the central part of the country while the greatest part of Western Uganda, Northern, and Eastern were not significant.
conclusionThe study reveals that a variation in the distribution of undernutrition throughout the country. Significant spatial patterns associated with undernutrition as identified through the hotspot and cold spot analysis do exist in Uganda. Programs targeting to reduce the undernutrition of under-five children in Uganda should consider the spatial distribution of undernutrition and its determinants whereby priority should be given to hotspot areas. The spatial intensity of undernutrition and its determinants indicate that focus should be tailored to meet the local needs as opposed to a holistic national approach.
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