Related Experiment Video
Updated: Apr 20, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Persistence in body mass index in a recent cohort of US children
Daniel L Millimet1, Rusty Tchernis2
1Southern Methodist University & IZA, United States.
Insights
Childhood weight and body mass index (BMI) tracking shows significant shifts before primary school. Gender and race influence BMI percentile changes from kindergarten to eighth grade.
Area of Science:
- Pediatrics
- Public Health
- Biostatistics
Background:
- Childhood obesity is a major public health issue, yet understanding anthropometric measure persistence is limited.
- Underweight children also remain a public health concern.
- Existing knowledge on the origins and persistence of childhood anthropometric measures is incomplete.
Purpose of the Study:
- To assess the evolution of weight and body mass index (BMI) distributions in early childhood.
- To identify factors influencing changes in anthropometric measures over time.
- To provide insights for researchers and policymakers on childhood growth patterns.
Main Methods:
- Utilized nonparametric metrics to analyze weight and BMI distribution changes.
- Examined anthropometric measure evolution across the entire distribution.
- Analyzed data from early childhood through middle school.
Main Results:
- Weight distribution mobility is high before primary school, then declines.
- Body mass index (BMI) distribution mobility peaks at kindergarten and middle school entry.
- Significant heterogeneity in BMI changes exists across race, gender, and age groups.
Conclusions:
- Male children in the bottom BMI quartile have a higher probability of BMI percentile increase than females.
- White children in the top BMI quartile are more likely to decrease BMI percentiles than Black and Hispanic children.
Abstract:
While childhood obesity has become a significant public health concern over the last few decades, and underweight children continue to be a concern, knowledge pertaining to the origins of or persistence in childhood anthropometric measures is incomplete. Here, we utilize several nonparametric metrics to assess the evolution of weight and body mass index (BMI) across the entire distribution during early childhood. We find that movements within the distribution of weight - both upward and downward - are quite high prior to primary school and then decline noticeably. For BMI, we find that movements within the distribution - both upward and downward - are highest at the start of kindergarten and at the start of middle school. However, there are important sources of heterogeneity, including race, gender, and age that should prove insightful to researchers and policymakers. For instance, comparing males versus females who are initially in the bottom quartile of the distribution of BMI, we find that males have a higher probability of moving up at least 10 percentile points between kindergarten and eighth grade (53% versus 50%). Comparisons among racial groups indicate that whites who are initially in the top quartile of the distribution of BMI have a higher probability of moving down at least 10 percentile points between kindergarten and eighth grade than blacks and Hispanics (46% versus 37% and 40%, respectively).
Related Concept Videos
Obesity
Mass and Weight
Mass and Weight
Regression Toward the Mean
Population Growth
Changes in the Appendicular Skeleton with Age
Initially, the limb buds consist of a core of mesenchyme covered by a layer of ectoderm. The ectoderm at the end of the limb bud thickens to form a narrow crest called the apical ectodermal ridge. This ridge stimulates the underlying...

