Genetic associations between non-cognitive skills and academic achievement over development

被引:5
|
作者
Malanchini, Margherita [1 ,2 ]
Allegrini, Andrea G. [2 ,3 ]
Nivard, Michel G. [4 ]
Biroli, Pietro [5 ]
Rimfeld, Kaili [2 ,6 ]
Cheesman, Rosa [7 ]
von Stumm, Sophie [8 ]
Demange, Perline A. [4 ,7 ,9 ,10 ]
van Bergen, Elsje [4 ,9 ,10 ]
Grotzinger, Andrew D. [11 ]
Raffington, Laurel [12 ]
de la Fuente, Javier [13 ]
Pingault, Jean-Baptiste [2 ,3 ]
Tucker-Drob, Elliot M. [13 ]
Harden, K. Paige [13 ]
Plomin, Robert [2 ]
机构
[1] Queen Mary Univ London, Sch Biol & Behav Sci, London, England
[2] Kings Coll London, Social Genet & Dev Psychiat Ctr, London, England
[3] UCL, Dept Clin Educ & Hlth Psychol, London, England
[4] Vrije Univ Amsterdam, Dept Biol Psychol, Amsterdam, Netherlands
[5] Univ Bologna, Dept Econ, Bologna, Italy
[6] Royal Holloway Univ London, London, England
[7] Univ Oslo, PROMENTA Res Ctr, Dept Psychol, Oslo, Norway
[8] Univ York, Dept Educ, York, England
[9] Vrije Univ Amsterdam, Res Inst LEARN, Amsterdam, Netherlands
[10] Amsterdam Publ Hlth Res Inst, Mental Hlth, Amsterdam, Netherlands
[11] Univ Colorado, Inst Behav Genet, Boulder, CO USA
[12] Max Planck Inst Human Dev, Max Planck Res Grp Biosocial Biol Social Dispar &, Berlin, Germany
[13] Univ Texas Austin, Dept Psychol, Austin, TX USA
来源
NATURE HUMAN BEHAVIOUR | 2024年 / 8卷 / 10期
基金
欧洲研究理事会; 英国科研创新办公室; 美国国家卫生研究院; 英国医学研究理事会;
关键词
SOCIOECONOMIC-STATUS INTERACTION; SELF-PERCEIVED ABILITY; STRUCTURAL EQUATION; R PACKAGE; GRIT; SCHOOL; VALIDATION; ENGAGEMENT; MOTIVATION; EDUCATION;
D O I
10.1038/s41562-024-01967-9
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
Non-cognitive skills, such as motivation and self-regulation, are partly heritable and predict academic achievement beyond cognitive skills. However, how the relationship between non-cognitive skills and academic achievement changes over development is unclear. The current study examined how cognitive and non-cognitive skills are associated with academic achievement from ages 7 to 16 years in a sample of over 10,000 children from England and Wales. The results showed that the association between non-cognitive skills and academic achievement increased across development. Twin and polygenic scores analyses found that the links between non-cognitive genetics and academic achievement became stronger over the school years. The results from within-family analyses indicated that non-cognitive genetic effects on academic achievement could not simply be attributed to confounding by environmental differences between nuclear families, consistent with a possible role for evocative/active gene-environment correlations. By studying genetic associations through a developmental lens, we provide further insights into the role of non-cognitive skills in academic development. Malanchini et al. find that non-cognitive skills increasingly predict academic achievement over development, driven by shared genetic factors whose influence grows over school years. These effects persist across socio-economic contexts and suggest the importance of fostering non-cognitive skills in education.
引用
收藏
页码:2034 / 2046
页数:16
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