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Updated: Apr 12, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Adjustments for weighing clothed babies at high altitude or in cold climates
Marion L Roche1,2,3, Theresa W Gyorkos4, Julieta Sarsoza5
1a Micronutrient Initiative , Ottawa , Canada.
Insights
Adjusting for clothing weight in children is crucial for accurate malnutrition assessment in cold climates. Population-mean adjustments improve nutritional status classification, aiding public health programs.
Area of Science:
- Public Health Nutrition
- Anthropometry
- Pediatric Nutritional Assessment
Background:
- Public health nutritionists utilize anthropometry for assessing nutritional status, program planning, and evaluation.
- Children in cold climates or at high altitudes often wear heavy clothing, potentially skewing weight measurements.
- Failure to account for clothing weight can lead to underestimation of malnutrition prevalence.
Purpose of the Study:
- To validate an adjustment process for estimating clothing weight in children.
- To quantify the potential misclassification error in nutritional status assessment due to unadjusted clothing weight.
- To compare the accuracy of individual vs. population-mean clothing weight adjustments.
Main Methods:
- Weight and length measurements were taken from 293 and 272 children under 2 years in Ecuadorian highlands in March and September 2009.
- Weight-for-age z-scores (WAZ) and weight-for-height z-scores (WHZ) were calculated using unadjusted, individually adjusted, and population-mean adjusted weights.
- Nutritional status misclassification rates were compared across the different adjustment methods.
Main Results:
- Unadjusted weights led to misclassification of up to 24% for WAZ and 13% for WHZ in a cold climate.
- Population-mean clothing weight adjustments demonstrated high specificity and sensitivity for WAZ compared to individual adjustments.
- Individual clothing weight adjustments are important for classifying specific children's acute malnutrition status.
Conclusions:
- Adjusting for population mean clothing weight provides a more accurate estimate of malnutrition prevalence in cold climates.
- Accurate nutritional assessment is vital for informing public health program decisions to address underweight children.
- Individual clothing weight adjustments are essential for precise diagnosis of acute malnutrition in children.
Abstract:
Public health nutritionists rely on anthropometry for nutritional assessment, program planning, and evaluation. Children are usually heavily clothed at high altitudes and in cold climates. Failing to adjust for clothing weight could underestimate malnutrition prevalence. The objective of this paper is to validate an adjustment process for estimating clothing weight and quantify potential misclassification error. In March and September 2009, 293 and 272 children under 2 years of age, respectively, were measured for weight and length in 14 highlands communities in Ecuador. Weight-for-age z-scores (WAZ) and weight-for-height z-scores (WHZ) were compared using clothing-unadjusted weights and two types of clothing-adjusted weights: individual clothing-weights and population-mean clothing-weights. Modelling showed up to 24% of children's nutritional status and degree of malnutrition were misclassified for WAZ, and 13% for WHZ, when clothing was not taken into account in this cold climate. Compared with the more time-intensive individual clothing-weight adjustment, the population-mean clothing-weight adjustments had high specificity and sensitivity for WAZ. In cold climates, adjusting for population mean clothing weight provides a better estimate of the prevalence of malnutrition to inform appropriate program decisions for addressing underweight. An individual clothing weight adjustment may also be essential to classify a specific child's nutritional status when acute malnutrition is a concern.
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