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Updated: Oct 5, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Socioeconomic status, BMI, and brain development in children
Evan Dennis1, Peter Manza1, Nora D Volkow2,3
1National Institute on Alcohol Abuse and Alcoholism, National Institutes of Health, Bethesda, MD, USA.
Insights
Childhood socioeconomic status (SES) impacts brain development and executive function. Higher body mass index (BMI) partially explains how low SES affects brain structure and cognitive abilities, particularly working memory.
Area of Science:
- Neuroscience
- Developmental Psychology
- Public Health
Background:
- Low socioeconomic status (SES) in childhood is linked to executive function deficits and altered brain morphology.
- Childhood obesity is more prevalent in low SES populations and associated with cognitive impairments and cortical changes.
Purpose of the Study:
- To examine the role of body mass index (BMI) in mediating the relationship between SES and neurodevelopmental outcomes.
- Investigate how BMI influences the association between SES and brain structure (cortical volume) and function (executive function).
Main Methods:
- Utilized data from the Adolescent Brain Cognitive Development (ABCD) study.
- Employed multiple linear regression models and mediation analyses to assess relationships.
- Examined SES indicators (income, education, area deprivation), BMI, cortical volumes, and executive function performance.
Main Results:
- Lower SES was associated with lower BMI, larger total and prefrontal cortical volumes, and better executive function.
- Mediation analyses revealed BMI significantly mediated the effects of area deprivation on cortical volumes.
- BMI also mediated the association between area deprivation and composite neurocognitive scores, specifically impacting working memory and cognitive flexibility.
Conclusions:
- BMI plays a mediating role in the relationship between low SES and adverse neurodevelopmental outcomes.
- Findings highlight the importance of considering BMI in studies examining SES disparities in brain development and cognition.
- Interventions targeting BMI may be crucial for mitigating the neurodevelopmental consequences of low SES in children.
Abstract:
Low socioeconomic status (SES) in childhood is associated with deficits in executive function and changes in cortical morphology. Furthermore, rates of childhood obesity are greater among low SES children and childhood obesity is also associated with cortical alterations and impaired neurocognition, specifically in the domain of executive function. To investigate the influence of BMI on the relationships between SES and both neurocognition and brain morphology, we used data from the Adolescent Brain Cognitive Development (ABCD) study to construct multiple linear regression models and conduct mediation analyses. Overall, SES as measured by household income, highest level of parental education, and area deprivation, was associated with lower BMI, greater total and prefrontal cortical volume, and better performance on assessments of executive function. Mediation analysis indicated that BMI had a significant indirect effect on associations between area deprivation and both total and prefrontal cortical volumes. BMI also played a mediating role in the associations between area deprivation and composite neurocognitive scores, which were driven by performance on tasks of working memory and cognitive flexibility, but not cognitive control. These findings suggest that BMI should be considered in future studies investigating the relationship between low SES and poor neurodevelopmental outcomes.
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