Mediators of the association between childhood body mass index and educational attainment: Analysis of a UK prospective cohort study
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Mediators of the association between childhood body mass index and educational attainment : Analysis of a UK prospective cohort study. / Bowman, Kirsty; Cadman, Tim; Goncalves Soares, Ana; Robinson, Oliver; Hughes, Amanda; Heron, Jon; Segal, Alexa Blair; Huerta, Maria Carmen; Howe, Laura D.
In: Pediatric Obesity, Vol. 18, No. 5, e13014, 2023.Research output: Contribution to journal › Journal article › Research › peer-review
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TY - JOUR
T1 - Mediators of the association between childhood body mass index and educational attainment
T2 - Analysis of a UK prospective cohort study
AU - Bowman, Kirsty
AU - Cadman, Tim
AU - Goncalves Soares, Ana
AU - Robinson, Oliver
AU - Hughes, Amanda
AU - Heron, Jon
AU - Segal, Alexa Blair
AU - Huerta, Maria Carmen
AU - Howe, Laura D.
N1 - Publisher Copyright: © 2023 The Authors. Pediatric Obesity published by John Wiley & Sons Ltd on behalf of World Obesity Federation.
PY - 2023
Y1 - 2023
N2 - 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.
AB - 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.
KW - ALSPAC
KW - body mass index
KW - children
KW - education attainment
KW - GCSEs
KW - mediation
U2 - 10.1111/ijpo.13014
DO - 10.1111/ijpo.13014
M3 - Journal article
C2 - 36823984
AN - SCOPUS:85148575751
VL - 18
JO - Pediatric obesity
JF - Pediatric obesity
SN - 2047-6302
IS - 5
M1 - e13014
ER -
ID: 339321497