de Zeeuw Eveline L, van Beijsterveldt Catharina E M, Ehli Erik A, de Geus Eco J C, Boomsma Dorret I
Department of Biological Psychology, Vrije Universiteit Amsterdam, Van der Boechorststraat 1, 1081 BT, Amsterdam, The Netherlands.
Amsterdam Public Health research institute, VU Medical Centre, Amsterdam, The Netherlands.
Behav Genet. 2017 May;47(3):278-289. doi: 10.1007/s10519-017-9836-4. Epub 2017 Feb 13.
Attention Deficit Hyperactivity Disorder (ADHD) and educational achievement are negatively associated in children. Here we test the hypothesis that there is a direct causal effect of ADHD on educational achievement. The causal effect is tested in a genetically sensitive design to exclude the possibility of confounding by a third factor (e.g. genetic pleiotropy) and by comparing educational achievement and secondary school career in children with ADHD who take or do not take methylphenidate. Data on ADHD symptoms, educational achievement and methylphenidate usage were available in a primary school sample of ~10,000 12-year-old twins from the Netherlands Twin Register. A substantial group also had longitudinal data at ages 7-12 years. ADHD symptoms were cross-sectionally and longitudinally, associated with lower educational achievement at age 12. More ADHD symptoms predicted a lower-level future secondary school career at age 14-16. In both the cross-sectional and longitudinal analyses, testing the direct causal effect of ADHD on educational achievement, while controlling for genetic and environmental factors, revealed an association between ADHD symptoms and educational achievement independent of genetic and environmental pleiotropy. These findings were confirmed in MZ twin intra-pair differences models, twins with more ADHD symptoms scored lower on educational achievement than their co-twins. Furthermore, children with ADHD medication, scored significantly higher on the educational achievement test than children with ADHD who did not use medication. Taken together, the results are consistent with a direct causal effect of ADHD on educational achievement.
注意缺陷多动障碍(ADHD)与儿童的学业成绩呈负相关。在此,我们检验ADHD对学业成绩有直接因果效应这一假设。在一项基因敏感性设计中对因果效应进行检验,以排除由第三个因素(如基因多效性)造成混淆的可能性,并通过比较服用或未服用哌甲酯的ADHD儿童的学业成绩和中学学业情况。来自荷兰双胞胎登记处的约10,000名12岁双胞胎的小学样本中,有关于ADHD症状、学业成绩和哌甲酯使用情况的数据。相当一部分人在7至12岁时也有纵向数据。ADHD症状在横断面和纵向上均与12岁时较低的学业成绩相关。更多的ADHD症状预示着14至16岁时未来中学学业水平较低。在横断面和纵向分析中,在控制基因和环境因素的同时,检验ADHD对学业成绩的直接因果效应,结果显示ADHD症状与学业成绩之间存在独立于基因和环境多效性的关联。这些发现在同卵双胞胎对内差异模型中得到证实,ADHD症状较多的双胞胎在学业成绩上比其双胞胎兄弟姐妹得分更低。此外,服用ADHD药物的儿童在学业成绩测试中的得分显著高于未服用药物的ADHD儿童。综上所述,结果与ADHD对学业成绩有直接因果效应一致。