Peer-reviewed article
Socio-ecological determinants of multiple anthropometric failures among under-five children: A systematic review and meta-analysis of observational studies.
Sahiledengle B, Ward PR, Duko B, Agho KE, Mwanri L ·
Summary
Written by AI, not yet AICS's view · claude-haiku-4-5-20251001This systematic review and meta-analysis of 56 studies examined what causes multiple forms of malnutrition (measured by composite anthropometric failure) in children under five, involving over 1 million children. Researchers found that factors at multiple levels—including male sex, older age, diarrhea, anemia, low birthweight, poor diet, low maternal education, poverty, food insecurity, and lack of safe water—all increase a child's risk of multiple anthropometric failures. The findings highlight that addressing childhood malnutrition requires coordinated interventions across individual, household, and community levels.
Key points
- Male sex was associated with 17% higher odds of composite anthropometric failure
- Low birthweight increased odds by more than twofold (OR 2.07)
- Anemia, diarrhea, and fever were all significantly associated with increased odds of multiple anthropometric failures
- Household-level factors including poverty, food insecurity, and limited maternal education were key determinants
- Poor access to safe drinking water and larger family sizes increased the risk of multiple anthropometric failures
Limitations
This systematic review synthesizes observational studies only, which cannot establish causation. The analysis does not evaluate specific interventions or their effectiveness, so it cannot indicate which multi-level approaches would be most effective in reducing childhood malnutrition.
Abstract
The composite index of anthropometric failure (CIAF) offers a comprehensive measure of the overall burden of undernutrition in children, extending beyond the traditional anthropometric indices to better capture the co-occurrence of multiple anthropometric deficits. Despite its growing use, evidence on the determinants of CIAF remains fragmented and inconclusive. This systematic review and meta-analysis aimed to identify and synthesize the determinants of CIAF among under five children. A comprehensive search of nine major databases was conducted, including MEDLINE (PubMed), Embase (Ovid), Scopus, CINAHL, ProQuest, ScienceDirect, Global Index Medicus, the Cochrane Library, and Google Scholar. Determinants were categorized using a socio-ecological model across intrapersonal, interpersonal, and community levels. Random-effects meta-analyses were conducted to generate pooled odds ratios (ORs), and heterogeneity was assessed using the I² statistic and Cochran's Q test. Subgroup analyses, sensitivity testing, and publication bias assessment were also performed. Of 6,816 records identified, 56 studies met inclusion criteria (encompassing a total of 1,029,452 under five children). Intrapersonal factors significantly associated with higher odds of CIAF included male sex (OR: 1.17, 95% CI:1.04-1.30), older child age (OR: 1.50, 95% CI: 1.42-1.59), diarrhea (OR: 1.18, 95% CI: 1.08-1.29), fever (OR: 1.08, 95% CI: 1.04-1.13), anemia (OR: 1.22, 95% CI: 1.16-1.29), low birthweight (OR: 2.07, 95% CI: 1.51-2.83), and poor dietary diversity (OR: 1.11, 95% CI: 1.06-1.17). Interpersonal and community-level determinants significantly associated with increased odds of CIAF included low maternal education, maternal unemployment, household poverty, larger family size, food insecurity, and use of unimproved drinking water. We identified key modifiable risk factors associated with CIAF among under five children at different levels, including inadequate dietary intake, childhood morbidity, household food insecurity, limited maternal education, and poor access to safe water. These findings emphasize the need for comprehensive, multi-level interventions that address modifiable risk factors across individual, household, and community levels to reduce childhood multiple anthropometric failures.