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Updated: Mar 8, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Height, BMI, and relative economic standing in children from developing countries
1University of Houston - Clear Lake, 2700 Bay Area Blvd, Houston, Texas, 77058.
Objectives:
The purpose of this study was to estimate a height-BMI association in child and female adolescent populations in developing countries, and to evaluate the potential role of relative economic status in this association.
Methods:
Flexible structured additive regression models were used to estimate associations between height, BMI, and relative wealth. Linear regression models were used to evaluate height-wealth interactions on BMI outcomes. The models were applied to pooled samples of 971,180 children under 5 years of age and 225,718 adolescent females between 15 and 19 years. Samples were taken from Demographic and Health Surveys from 64 developing countries.
Results:
Children exhibited a strong inverse association between height and BMI over the entire distribution of height. Female adolescents showed a weak inverse association. Relative economic status was associated with a stronger height-BMI relationship in early-life (<3 years) and a weaker relationship as children age into their fifth year.
Conclusions:
Relative economic status may protect against consequences of a negative height-BMI association in young children in developing countries, first by promoting higher body weight among shorter children during the risk period for early-life mortality, and afterwards by limiting body weight in shorter children when overweight and obesity become longer-term health issues.
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