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Updated: Mar 9, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
The association between weight, height, and head circumference reconsidered
Christiane Scheffler1, Holle Greil1, Michael Hermanussen2
1Department of Human Biology, Institute for Biochemistry and Biology, Universität Potsdam, Potsdam, Germany.
Body size and head circumference are not linked in healthy children. This study analyzed growth patterns in thousands of children, revealing distinct development trajectories for skeletal growth and head size.
Area of Science:
- Pediatric growth and development
- Anthropometry
- Biostatistics
Background:
- Body height, weight, and head circumference are typically considered related in children.
- This study questions the direct association between these parameters under normal conditions.
Purpose of the Study:
- To investigate the relationship between body size (height, weight) and head circumference in children.
- To determine if the general proportionality observed is misleading.
Main Methods:
- Reanalysis of anthropometric data from 7,444 boys and 7,375 girls aged 0-7 years.
- Utilized principal component analysis on various measurements including body length, weight, and head volume.
- Included skeletal dimensions, body fat, and skinfold measurements.
Main Results:
- Strong associations found between skeletal growth, fat accumulation, and head volume.
- Skeletal growth and fat acquisition showed distinct patterns, separating into different principal components.
- Head volume demonstrated independence from skeletal growth and fat deposition after age 2 years.
Conclusions:
- Nutritional status, body size, and head circumference are not related in children under appropriate health and nutritional circumstances.
- Growth patterns for different body parameters diverge, challenging the assumption of uniform proportionality.
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