Mediators of the association between childhood body mass index and educational attainment: analysis of a UK prospective cohort study
Author(s)
Robinson, Oliver
Type
Journal Article
Abstract
Background
Higher body mass index (BMI) in childhood is associated with lower academic achievement.
Objective
To explore potential pathways linking childhood BMI with educational attainment.
Methods
Using data from the Avon Longitudinal Study of Parents and Children prospective cohort study (N = 6949), we assessed the association between BMI z-scores at 11.7 years and educational attainment at 16 (General Certificate of Secondary Education [GCSE] results). Depressive symptoms, externalizing behaviours, bullying and school enjoyment were considered as potential mediators. Mediators were examined individually and jointly using sequential causal mediation.
Results
Higher BMI z-scores were associated with lower GCSE scores (females β = −3.47 95% CI −5.54, −1.41 males β = −4.33 95% CI −6.73, −1.94). Together, bullying, externalizing symptoms, depressive symptoms and school enjoyment mediated 41.9% of this association in females, and 23.3% in males. In males, evidence for mediation was weak (confidence intervals for all indirect effects spanned the null). In both females and males, most of the mediation was driven by externalizing symptoms.
Conclusions
The detrimental effect of higher BMI on educational attainment appears to be partly explained by externalizing behaviours, particularly in females. Interventions to support behavioural problems may help the academic achievement of children with a higher body weight.
Higher body mass index (BMI) in childhood is associated with lower academic achievement.
Objective
To explore potential pathways linking childhood BMI with educational attainment.
Methods
Using data from the Avon Longitudinal Study of Parents and Children prospective cohort study (N = 6949), we assessed the association between BMI z-scores at 11.7 years and educational attainment at 16 (General Certificate of Secondary Education [GCSE] results). Depressive symptoms, externalizing behaviours, bullying and school enjoyment were considered as potential mediators. Mediators were examined individually and jointly using sequential causal mediation.
Results
Higher BMI z-scores were associated with lower GCSE scores (females β = −3.47 95% CI −5.54, −1.41 males β = −4.33 95% CI −6.73, −1.94). Together, bullying, externalizing symptoms, depressive symptoms and school enjoyment mediated 41.9% of this association in females, and 23.3% in males. In males, evidence for mediation was weak (confidence intervals for all indirect effects spanned the null). In both females and males, most of the mediation was driven by externalizing symptoms.
Conclusions
The detrimental effect of higher BMI on educational attainment appears to be partly explained by externalizing behaviours, particularly in females. Interventions to support behavioural problems may help the academic achievement of children with a higher body weight.
Date Issued
2023-05
Date Acceptance
2023-01-25
Citation
Pediatric Obesity, 2023, 18 (5), pp.1-9
ISSN
2047-6302
Publisher
Wiley
Start Page
1
End Page
9
Journal / Book Title
Pediatric Obesity
Volume
18
Issue
5
Copyright Statement
© 2023 The Authors. Pediatric Obesity published by John Wiley & Sons Ltd on behalf of World Obesity Federation. This is an open access article under the terms of the Creative Commons Attribution License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
License URL
Sponsor
Medical Research Council (MRC)
Medical Research Council (MRC)
Identifier
https://onlinelibrary.wiley.com/doi/full/10.1111/ijpo.13014
Grant Number
MR/M501669/1
EP/V520354/1
Subjects
ALSPAC
GCSEs
body mass index
children
education attainment
mediation
Male
Child
Female
Humans
Academic Success
Body Mass Index
Longitudinal Studies
Prospective Studies
Educational Status
United Kingdom
Humans
Body Mass Index
Longitudinal Studies
Prospective Studies
Child
Educational Status
Female
Male
United Kingdom
Academic Success
11 Medical and Health Sciences
Endocrinology & Metabolism
Publication Status
Published
Article Number
e13014
Date Publish Online
2023-02-23