Zhou Quan, Liao Wangjingyi, Allegrini Andrea G, Rimfeld Kaili, Wertz Jasmin, Morris Tim, Raffington Laurel, Plomin Robert, Malanchini Margherita
School of Biological and Behavioural Sciences, Queen Mary University of London, London, UK.
Division of Psychology and Language Sciences, University College London, London, UK.
bioRxiv. 2025 Feb 27:2025.02.27.640510. doi: 10.1101/2025.02.27.640510.
Genetic effects on academic achievement are likely to capture environmental, developmental, and psychological processes. How these processes contribute to translating genetic dispositions into observed academic achievement remains critically under-investigated. Here, we examined the role of non-cognitive skills-e.g., motivation, attitudes and self-regulation-in mediating education-associated genetic effects on academic achievement across development. Data were collected from 5,016 children enrolled in the Twins Early Development Study at ages 7, 9, 12, and 16, as well as their parents and teachers. We found that non-cognitive skills mediated polygenic score effects on academic achievement across development, and longitudinally, accounting for up to 64% of the total effects. Within-family analyses highlighted the contribution of non-cognitive skills beyond genetic, environmental and demographic factors that are shared between siblings, accounting for up to 83% of the total mediation effect, likely reflecting evocative/active gene-environment correlation. Our results underscore the role of non-cognitive skills in academic development in how children evoke and select experiences that align with their genetic propensity.
基因对学业成就的影响可能涉及环境、发育和心理过程。然而,这些过程如何将遗传倾向转化为实际观察到的学业成就,仍亟待深入研究。在此,我们探讨了非认知技能(如动机、态度和自我调节)在介导整个发育过程中与教育相关的基因对学业成就影响方面的作用。数据收集自参与双胞胎早期发育研究的5016名儿童,他们在7岁、9岁、12岁和16岁时接受了调查,同时还收集了他们父母和老师的数据。我们发现,非认知技能在整个发育过程中介导了多基因分数对学业成就的影响,并且在纵向研究中,这种影响占总效应的比例高达64%。家庭内部分析强调了非认知技能在遗传、环境和人口统计学因素之外的贡献,这些因素在兄弟姐妹之间是共享的,非认知技能对总中介效应的贡献高达83%,这可能反映了唤起性/主动性基因-环境相关性。我们的研究结果强调了非认知技能在学业发展中的作用,即儿童如何唤起并选择与其遗传倾向相符的经历。