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Updated: Oct 19, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Greater within-person weight variability during infancy predicts future increases in z-BMI
Michael R Lowe1, Leora Benson1, Fengquig Zhang1
1Department of Psychology, Drexel University, Philadelphia, Pennsylvania, USA.
Objective:
This study tested the hypothesis that greater weight variability (WV; measured as root mean square error [RMSE]) during the first year of life predicts weight gain at year two and greater WV during the second year of life predicts greater weight gain at year three.
Methods:
This was a prospective study using mother and offspring data from the Avon Longitudinal Study of Parents and Children. Infant z-BMI (BMI z score) and WV scores were calculated separately during years one and two. Maternal demographic, weight, and nursing-related measures were also used in analyses.
Results:
Sample sizes in year-one and year-two analyses were 814 (448 male; 366 female) and 783 (432 male; 351 female), respectively. RMSE in year one significantly predicted z-BMI change in year two (β [SE]: 0.32 [0.12]; p = 0.01; adjusted R2 = 0.07), controlling for z-BMI change in year one and z-BMI at birth. Similar significant prediction was found using year-two RMSE for year-three z-BMI (β [SE]: 0.33 [0.14]; p = 0.02; adjusted R2 = 0.10). Maternal characteristics were not related to RMSE in year one or year two.
Conclusions:
Previous findings that WV predicts subsequent increases in body mass in adults were, for the first time, extended to infants.
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