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Updated: Jun 18, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Head growth evaluation in early childhood, from the Japan Children's Study
Akiko Sawada1, Hiroko Ikeda, Shihoko Kimura-Ohba
1Osaka Research Group, Japan Children's Study, Japan Science and Technology Agency (JST), Osaka, Japan.
Insights
Head circumference (HC) growth in children is influenced by both physical development and parental HC. This study found that bodyweight was a stronger predictor of HC than parental HC, highlighting the importance of considering both factors.
Area of Science:
- Pediatric Development
- Human Growth Studies
- Neurological Assessment
Background:
- Head circumference (HC) trajectories are indicators of neurological development and intelligence.
- Atypical HC growth can signify various developmental disorders.
- Previous research has not jointly examined familial and physical factors influencing HC growth.
Purpose of the Study:
- To investigate the combined influence of physical growth and parental HC on a child's HC.
- To establish a predictive model for HC incorporating both physical and genetic factors.
Main Methods:
- Utilized data from the Japan Children's Study, including 192 healthy, full-term Japanese children.
- Measured HC, height, and bodyweight at 4, 9, and 18 months.
- Employed multiple regression analysis to predict HC using body measurements and mid-parental HC.
Main Results:
- Bodyweight and mid-parental HC significantly predicted HC at all measured time points (P < 0.01).
- Bodyweight demonstrated a stronger predictive relevance for HC compared to mid-parental HC.
- The model explained a substantial portion of the variance in HC growth (R(2) values of 0.336, 0.307, and 0.259).
Conclusions:
- HC growth is significantly influenced by a combination of the child's physical growth and parental HC.
- The findings underscore the necessity of considering both physical and familial factors for accurate HC assessment.
- A novel formula is proposed for assessing HC, integrating bodyweight and mid-parental HC.
Background:
Head circumference (HC) trajectories are held to reflect neurological development and the acquirement of intelligence. It is important to assess HC growth accurately because atypical HC growth is an indicator of various developmental disorders. HC growth is determined by both familial and physical factors but, hitherto, no one has considered both factors together. The aim of the present study was thus to investigate the relationship between HC, physical growth, and parental HC.
Methods:
The study group in the Japan Children's Study consisted of 192 healthy full-term Japanese children. HC (maximum occiptofrontal circumference), height and bodyweight were measured at the ages of 4, 9 and 18 months. Multiple regression analysis were conducted predicting the HC from the body measurements and mid-parental HC (defined as the average of standardized paternal and maternal HC).
Results:
Adjusted multiple R(2) were 0.336, 0.307 and 0.259, measured at the aforementioned three stages. Bodyweight and mid-parental HC predicted the HC on each occasion (P < 0.01). Bodyweight was more relevant than mid-parental HC.
Conclusions:
HC growth is influenced by physical growth and parental HC; therefore, it is important to consider both physical and familial factors. A formula is herein proposed to assess HC using bodyweight and mid-parental HC.
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