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Updated: May 26, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Age-related changes of body composition structure based on differences in morphological qualities of Japanese
Toshiro Sakai1, Shinichi Demura, Katsunori Fujii
1Faculty of Modern Communication Studies, Hamamatsu Gakuin University, Japan. sakai@hgu.ac.jp
Insights
Body Mass Index (BMI) effectively tracks body fat percentage and muscle percentage in preschool children. Age-related body composition changes were observed, with girls showing earlier development shifts than boys.
Area of Science:
- Pediatrics
- Human Physiology
- Biostatistics
Background:
- Understanding pediatric body composition is crucial for assessing growth and health.
- Age-related changes in body fat and muscle mass percentages require accurate measurement tools.
Purpose of the Study:
- To analyze age-related body composition changes in preschool children using Body Mass Index (BMI).
- To determine the relationship between BMI, body fat percentage (%Fat), and muscle percentage.
- To map the distribution of fat and muscle percentages across different ages and sexes.
Main Methods:
- Utilized regression analysis to model BMI and body composition parameters in 533 preschool children (260 boys, 273 girls).
- Developed regression polynomial evaluation charts to assess %Fat and muscle percentages against BMI.
- Created frequency distribution maps to examine age-related changes in fat and muscle accumulation.
Main Results:
- A complementary relationship was found between BMI and %Fat.
- An inverse relationship was observed between BMI and muscle percentages.
- Body composition distribution maps showed age-related changes in girls but not in boys, suggesting earlier developmental shifts in girls.
Conclusions:
- BMI serves as a reliable index for both %Fat and muscle percentages in preschool children.
- Preschool girls exhibit earlier body composition maturation (fat decrease) compared to boys, likely due to earlier puberty onset.
Abstract:
This study aims to clarify age-related changes of body composition structure in terms of the percentages of body fat and muscle (muscle mass/weight×100) in preschool children by using BMI. The subjects were 533 preschool children, comprising 260 boys and 273 girls. Regression analysis for BMI was performed and a regression polynomial of a proper order was determined. After examining the validity of the order in a regression polynomial for %Fat and muscle percentages for BMI, a regression polynomial evaluation chart was made up. After judging the degree of fat or muscle accumulation from BMI and the fat or muscle percentages for each age group of the boys and girls, a frequency distribution map of excessive development and underdevelopment of fat and muscle was drawn up and its age-related changes were examined. As a result, a complementary relationship was confirmed to exist between BMI and %Fat in preschool children. In contrast, an opposite relationship was found for BMI and muscle percentages. These results suggest that BMI can be used as an index of muscle percentages as well as %Fat. As a final result, the distribution composition map of fat and muscle percentages for BMI does not show changes with age from infancy in preschool boys as a whole, but it does show such changes in girls. It is inferred that preschool girls show, due to early maturity, earlier changes (fat decrease) toward an integrated child's body than do boys.
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