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Updated: Oct 11, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Associations of single versus multiple anthropometric failure with mortality in children under 5 years: A prospective
Jewel Gausman1, Rockli Kim2,3,4, S V Subramanian4,5
1Department of Global Health and Population, Harvard T.H. Chan School of Public Health, Boston, MA, USA.
Insights
Concurrent anthropometric failures (AF) in children, specifically stunted and underweight (SU) or stunted, underweight, and wasted (SUW), significantly increase mortality risk. These combined failures account for a substantial percentage of child deaths, highlighting the need for targeted interventions.
Area of Science:
- Pediatric Nutrition
- Global Health
- Child Mortality Studies
Background:
- Current nutritional status indicators like stunting, underweight, and wasting do not fully capture children with multiple concurrent anthropometric failures (AF).
- Identifying children with combined nutritional deficits is crucial for accurate risk assessment and intervention.
Purpose of the Study:
- To estimate the association between various categories of AF and mortality in children aged 1-5 years.
- To determine the proportion of child deaths attributable to single versus multiple anthropometric failures.
Main Methods:
- A prospective, longitudinal study of 3605 children in Ethiopia and India was conducted.
- Mortality risk was analyzed using conventional definitions and mutually exclusive AF categories (stunted only, underweight only, wasted only, SU, underweight and wasted, SUW).
- Socioeconomic status and demographic variables were adjusted for, and population attributable fractions were calculated.
Main Results:
- Children with stunted and underweight (SU) and stunted, underweight, and wasted (SUW) had significantly higher odds of death (3.20 and 5.52 times, respectively) compared to children with no AF.
- No increased mortality risk was observed for children with single anthropometric failures.
- SUW and SU categories accounted for approximately 42.69% of all child deaths, representing nearly 80% of deaths attributed to AF.
Conclusions:
- Concurrent anthropometric failures, particularly SUW and SU, are critical indicators of malnutrition-related mortality risk in children.
- Findings offer valuable insights for public health programs and policies to better identify and support at-risk children.
Background/Objectives:
Stunting, underweight, and wasting are used to monitor nutritional status in children, but they do not identify children with concurrent anthropometric failures (AF). Our study estimates the association between AF and mortality in children with single versus multiple failures, then calculates the percentage of child deaths attributable to AF.
Subjects/Methods:
Using data from a prospective, longitudinal study of 3605 children from age 1 to age 5 years in Ethiopia and India, we estimate the association between AF and mortality using conventional definitions (stunting, underweight, and wasting) and the mutually exclusive categories of stunted only underweight only, wasted only, stunted and underweight (SU), underweight and wasted, and stunted, underweight, and wasted (SUW), adjusting for socioeconomic status and other demographic variables. Last, we calculate the population attributable fraction.
Results:
Children who were SU and SUW had 3.20 (95% CI: 1.69, 6.06; p < 0.001) and 5.52 (95% CI: 2.25, 13.56; p < 0.001) times the odds of death in fully adjusted models by Round 2 compared to children with no failure, while no increased mortality risk was found among children with other categories of failure. We estimate that 42.69% of child deaths can be attributed to children who are SUW (17.02%) or SU (25.67%), accounting for nearly 80% of child deaths from AF.
Conclusions:
This study provides new insight to programs and policy to better identify children most at risk of malnutrition-related mortality.
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