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Updated: May 22, 2026

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
The relation of adiposity to cognitive control and scholastic achievement in preadolescent children
Keita Kamijo1, Naiman A Khan, Matthew B Pontifex
1Department of Kinesiology and Community Health, University of Illinois at Urbana-Champaign, Champaign, Illinois, USA.
Insights
Childhood adiposity, including high body mass index (BMI) and fat mass, is linked to poorer cognitive control and lower academic achievement in preadolescent children. This study clarifies the negative relationship between excess weight and cognitive abilities.
Area of Science:
- Pediatric Health
- Neuroscience
- Child Development
Background:
- Childhood obesity is a growing concern with potential impacts on cognitive development.
- Previous research on adiposity and cognitive function in children has yielded controversial findings.
- Accurate assessment of both adiposity and cognitive abilities is crucial for understanding this relationship.
Purpose of the Study:
- To investigate the association between weight status and cognitive function in preadolescent children.
- To clarify the relationship between adiposity and cognitive control, academic achievement, and specific cognitive tasks.
- To utilize comprehensive measures of adiposity and cognitive performance.
Main Methods:
- A cohort of 126 preadolescent children (7-9 years) participated.
- Cognitive function was assessed using Go and NoGo tasks (measuring cognitive control).
- Academic achievement was measured by the Wide Range Achievement Test 3rd edition (WRAT3).
- Adiposity was assessed using Body Mass Index (BMI) and dual-energy X-ray absorptiometry (DXA) for fat mass.
- Multiple regression analysis was employed, controlling for confounding variables.
Main Results:
- Higher BMI and fat mass were negatively associated with performance on the NoGo task, indicating poorer inhibitory control.
- No significant association was found between weight status and performance on the Go task.
- Elevated BMI and fat mass correlated with lower academic achievement scores in reading, spelling, and arithmetic.
- Adiposity selectively impacted cognitive control rather than general cognitive processing.
Conclusions:
- Adiposity is negatively and selectively associated with cognitive control in preadolescent children.
- Poorer cognitive control, linked to higher adiposity, may contribute to lower academic achievement.
- These findings provide an empirical basis for the detrimental effect of adiposity on scholastic performance.
Abstract:
Adiposity may be negatively associated with cognitive function in children. However, the findings remain controversial, in part due to the multifaceted nature of cognition and perhaps the lack of accurate assessment of adiposity. The aim of this study was to clarify the relation of weight status to cognition in preadolescent children using a comprehensive assessment of cognitive control, academic achievement, and measures of adiposity. Preadolescent children between 7 and 9 years (n = 126) completed Go and NoGo tasks, as well as the Wide Range Achievement Test 3rd edition (WRAT3), which measures achievement in reading, spelling, and arithmetic. In addition to BMI, fat mass was measured using dual-energy X-ray absorptiometry (DXA). Data were analyzed with multiple regression analysis, controlling for confounding variables. Analyses revealed that BMI and fat mass measured via DXA were negatively associated with cognitive control, as children with higher BMI and fat mass exhibited poorer performance on the NoGo task requiring extensive amounts of inhibitory control. By contrast, no relation of weight status to performance was observed for the Go task requiring smaller amounts of cognitive control. Higher BMI and fat mass were also associated with lower academic achievement scores assessed on the WRAT3. These data suggest that adiposity is negatively and selectively associated with cognitive control in preadolescent children. Given that cognitive control has been implicated in academic achievement, the present study provides an empirical basis for the negative relationship between adiposity and scholastic performance.
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