Chandola T, Deary I J, Blane D, Batty G D
Department of Epidemiology and Public Health, University College London, London, UK.
Int J Obes (Lond). 2006 Sep;30(9):1422-32. doi: 10.1038/sj.ijo.0803279. Epub 2006 Mar 7.
To examine the relation of childhood intelligence (IQ) test results with obesity in middle age and weight gain across the life course.
We analysed data from the National Child Development (1958) Study, a prospective cohort study of 17 414 births to parents residing in Great Britain in the late 1950s. Childhood IQ was measured at age 11 years and body mass index (BMI), an indicator of adiposity, was assessed at 16, 23, 33 and 42 years of age. Logistic regression (in which BMI was categorised into obese and non-obese) and structural equation growth curve models (in which BMI was retained as a continuous variable) were used to estimate the relation between childhood IQ and adult obesity, and childhood IQ and weight gain, respectively.
In unadjusted analyses, lower childhood IQ scores were associated with an increased prevalence of adult obesity at age 42 years. This relation was somewhat stronger in women (OR(per SD decrease in IQ score) [95% CI]: 1.38 [1.26, 1.50]) than men (1.26 [1.15, 1.38]). This association remains statistically significant after adjusting for childhood characteristics, including socio-economic factors, but was heavily attenuated following control for adult characteristics, particularly education (women: 1.11 [0.99, 1.25]; men: 1.10 [0.98, 1.23]). When weight gain between age 16 and 42 years was the outcome of interest, structural equation modelling revealed that education and dietary characteristics in adult life mediated the association with childhood IQ.
A lower IQ score in childhood is associated with obesity and weight gain in adulthood. In the present study, this relation appears to be largely mediated via educational attainment and the adoption of healthy diets in later life.
研究儿童智力(IQ)测试结果与中年肥胖及一生中体重增加之间的关系。
我们分析了全国儿童发展(1958)研究的数据,这是一项对20世纪50年代末居住在英国的父母所生的17414名婴儿进行的前瞻性队列研究。儿童IQ在11岁时进行测量,身体质量指数(BMI,肥胖指标)在16、23、33和42岁时进行评估。分别使用逻辑回归(将BMI分为肥胖和非肥胖)和结构方程增长曲线模型(将BMI保留为连续变量)来估计儿童IQ与成人肥胖以及儿童IQ与体重增加之间的关系。
在未调整的分析中,儿童IQ得分较低与42岁时成人肥胖患病率增加有关。这种关系在女性中(IQ得分每降低一个标准差的比值比[95%置信区间]:1.38[1.26,1.50])比男性中(1.26[1.15,1.38])更强。在调整了包括社会经济因素在内的儿童特征后,这种关联仍然具有统计学意义,但在控制了成人特征,特别是教育因素后,关联大幅减弱(女性:1.11[0.99,1.25];男性:1.10[0.98,1.23])。当将16岁至42岁之间的体重增加作为感兴趣的结果时,结构方程模型显示,成年后的教育和饮食特征介导了与儿童IQ的关联。
儿童时期较低的IQ得分与成年后的肥胖和体重增加有关。在本研究中,这种关系似乎主要通过教育程度和成年后采用健康饮食来介导。