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Updated: Oct 14, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Longitudinal associations between executive control and body mass index across childhood
Cara C Tomaso1, Tiffany James2, Jennifer M Nelson1,2
1Department of Psychology, University of Nebraska-Lincoln, Lincoln, Nebraska, USA.
Insights
Stronger executive control skills, like inhibitory control and working memory, may protect children from developing obesity. These cognitive abilities appear to influence body mass index (BMI) rather than the reverse.
Area of Science:
- Cognitive Neuroscience
- Developmental Psychology
- Public Health
Background:
- Childhood obesity is a significant public health issue.
- Executive control, crucial for cognitive abilities, is a potential factor influencing youth weight.
- The bidirectional relationship between executive control and childhood BMI is not well understood.
Purpose of the Study:
- To investigate the reciprocal associations between key executive control components and body mass index (BMI) percentile in children.
- To determine if executive functions predict subsequent BMI or if BMI influences executive functions over time.
Main Methods:
- A longitudinal study followed 294 children throughout elementary school.
- Participants completed executive control tasks (inhibitory control, working memory, flexible shifting) at four time points.
- Objective height and weight measurements were taken, and data were analyzed using random intercept cross-lagged panel models, controlling for covariates.
Main Results:
- Improved inhibitory control predicted lower subsequent BMI at all measurement points.
- Enhanced working memory and flexible shifting in third grade predicted lower BMI in fourth grade.
- Childhood BMI did not predict any changes in executive control performance.
Conclusions:
- Executive control abilities, such as response inhibition and mental flexibility, may serve as protective factors against childhood weight gain.
- These cognitive skills may be particularly important during middle childhood as children gain independence.
- Interventions targeting executive functions could potentially aid in preventing or managing childhood obesity.
Background:
Childhood obesity remains a prevalent public health concern. Executive control, a set of higher-order cognitive abilities for directing attention and behaviour, has been identified as a malleable factor potentially related to weight outcomes in youth. However, the directionality of this relationship remains unclear.
Objectives:
This study examined reciprocal associations between three executive control components-inhibitory control, working memory and flexible shifting-and BMI (body mass index) percentile during childhood.
Methods:
At four points throughout elementary school, a community sample (N = 294) completed executive control tasks and had their height and weight objectively measured. Controlling for sex and socioeconomic risk status, random intercept cross-lagged panel models were tested.
Results:
Better inhibitory control performance predicted lower subsequent BMI at each timepoint, and better working memory and flexible shifting performance in grade three both predicted lower subsequent BMI in grade 4. However, BMI did not predict subsequent executive control performance at any timepoint.
Conclusions:
Executive control abilities, including automatic response modulation, being able to hold and manipulate mental information, and being able to make flexible mental transitions, may be protective against weight problems, particularly in middle childhood when these abilities have had more time to mature and children begin to gain more independence.
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