Determinants of under-nutrition among children under five years of age in Ethiopia
Gashu Workneh Kassie1, Demeke Lakew Workie2
1Department of Statistics, University of Gondar, P.O. Box: 96, Gondar, Ethiopia.
Insights
Child under-nutrition in Ethiopia affects nearly half of children under five. Key factors include maternal health, household wealth, and education, highlighting the need for targeted interventions to improve child health outcomes.
Area of Science:
- Public Health
- Pediatrics
- Biostatistics
Background:
- Child under-nutrition is a significant public health issue in Ethiopia.
- Previous studies used multiple indicators; this study utilizes a single composite index.
- Focuses on identifying determinants of under-nutrition in children under five.
Purpose of the Study:
- To identify factors associated with child under-nutrition in Ethiopia using a novel composite index.
- To compare the performance of a partial proportional odds model against other ordinal regression models.
Main Methods:
- Utilized data from Ethiopia's Demographic and Health Survey 2016 (n=9494 children).
- Created a composite under-nutrition index from height-for-age, weight-for-height, and weight-for-age z-scores using Principal Component Analysis.
- Applied a partial proportional odds model to identify significant determinants.
Main Results:
- Nearly half (49.0%) of children exhibited under-nutrition (19.8% moderate, 29.2% severe).
- The partial proportional odds model demonstrated improved fit compared to other ordinal models.
- Factors significantly associated with severe under-nutrition include low maternal BMI, poverty, and lack of husband's education.
Conclusions:
- Child age and sex, maternal education and BMI, household wealth, and husband's education are significant predictors of under-nutrition.
- Interventions should target household wealth, food security, maternal health and education, and healthcare access.
- The partial proportional odds model is effective for analyzing complex child under-nutrition data.
Background:
Ethiopia is one of the developing countries where child under-nutrition is prevalent. Prior studies employed three anthropometric indicators for identifying factors of children's under-nutrition. This study aimed at identifying the factors of child under-nutrition using a single composite index of anthropometric indicators.
Methods:
Data from Ethiopia's Demographic and Health Survey 2016 was the base for studying under-nutrition in a sample of 9494 children below 59 months. A single composite index of under-nutrition was created from three anthropometric indices through principal component analysis recoded into an ordinal outcome. In line with World Health Organization 2006 Child Growth Standards, the three anthropometric indices involve z-score of height-for-age (stunting), weight-for-height (wasting) and weight-for-age (underweight). Partial proportional odds model was fitted and its relative performance compared with some other ordinal regression models to identify significant determinants of under-nutrition.
Results:
The single composite index of anthropometric indicators showed that 49.0% (19.8% moderately and 29.2% severely) of sampled children were undernourished. In the Brant-test of proportional odds model, the null hypothesis that the model parameters equal across categories was rejected. Compared to ordinal regression models, partial proportional odds model showed an improved fit. A child with mother's body mass index less than 18.5 kg, from poorest family and a husband without education, and male to be in a severe under-nutrition status was 1.4, 1.8 1.2 and 1.2 times more likely to be in worse under-nutrition status compared to its reference group respectively.
Conclusion:
Authors conclude that the fitted partial proportional odds model indicated that age and sex of the child, maternal education, region, source of drinking water, number of under five children, mother's body mass index and wealth index, anemic status of child, multiple births, fever of child before 2 months of the survey, mother's age at first birth, and husband's education were significantly associated with child under-nutrition. Thus, it is argued that interventions focus on improving household wealth index, food security, educating mothers and their spouses, improving maternal nutritional status, and increasing mothers' health care access.
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