MRC Integrative Epidemiology Unit, University of Bristol, Bristol, UK.
Population Health Sciences, University of Bristol, Bristol, UK.
Pediatr Obes. 2023 May;18(5):e13014. doi: 10.1111/ijpo.13014. Epub 2023 Feb 23.
Higher body mass index (BMI) in childhood is associated with lower academic achievement.
To explore potential pathways linking childhood BMI with educational attainment.
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.
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.
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.
儿童时期的体重指数(BMI)较高与学业成绩较低有关。
探索将儿童 BMI 与教育程度相关联的潜在途径。
利用阿冯纵向研究父母和孩子的前瞻性队列研究(N=6949)的数据,我们评估了 11.7 岁时 BMI z 分数与 16 岁时教育程度(普通中等教育证书[GCSE]成绩)之间的关联。抑郁症状、外化行为、欺凌和学校享受被认为是潜在的中介因素。使用顺序因果中介分析分别和联合检查中介因素。
较高的 BMI z 分数与较低的 GCSE 分数相关(女性β=-3.47 95%CI -5.54,-1.41 男性β=-4.33 95%CI -6.73,-1.94)。在女性中,欺凌、外化症状、抑郁症状和学校享受共同解释了这种关联的 41.9%,而在男性中则解释了 23.3%。在男性中,中介的证据很弱(所有间接效应的置信区间都在零值范围内)。在女性和男性中,大部分中介都是由外化症状驱动的。
较高 BMI 对教育程度的不利影响似乎部分是由外化行为引起的,尤其是在女性中。支持行为问题的干预措施可能有助于体重较高的儿童的学业成绩。