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
相关论文
共 50 条
  • [21] Non-Cognitive Skills and Cognitive Skills to measure school efficiency
    Vittadini, Giorgio
    Sturaro, Caterina
    Folloni, Giuseppe
    SOCIO-ECONOMIC PLANNING SCIENCES, 2022, 81
  • [22] Development of Non-Cognitive Skills in Minority Engineering Outreach Programs
    Zephirin, Tasha
    Tolbert, DeLean
    Dickerson, Darryl
    Solis, Freddy
    2014 IEEE FRONTIERS IN EDUCATION CONFERENCE (FIE), 2014,
  • [23] Wage premia for skills: the complementarity of cognitive and non-cognitive skills
    Palczynska, Marta
    INTERNATIONAL JOURNAL OF MANPOWER, 2021, 42 (04) : 556 - 580
  • [24] Adolescent's time use and skills development: Do cognitive and non-cognitive skills differ?
    Hoorani, Bareerah Hafeez
    Krishnakumar, Jaya
    Anand, Paul
    PLOS ONE, 2022, 17 (07):
  • [25] COGNITIVE AND NON-COGNITIVE PREDICTORS OF ACHIEVEMENT IN STUDENT NURSING
    HANEY, R
    MICHAEL, WB
    JONES, RA
    GADDIS, LW
    EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 1960, 20 (02) : 387 - 389
  • [26] Employers' skill preferences across Europe: between cognitive and non-cognitive skills
    Kurekova, Lucia Mytna
    Beblavy, Miroslav
    Haita, Corina
    Thum, Anna-Elisabeth
    JOURNAL OF EDUCATION AND WORK, 2016, 29 (06) : 662 - 687
  • [27] Returns to cognitive and non-cognitive skills: evidence for Mexico
    Campos-Vazquez, Raymundo M.
    APPLIED ECONOMICS LETTERS, 2018, 25 (16) : 1153 - 1156
  • [28] The structural relationship between early nutrition, cognitive skills and non-cognitive skills in four developing countries
    Sanchez, Alan
    ECONOMICS & HUMAN BIOLOGY, 2017, 27 : 33 - 54
  • [29] Cognitive abilities, non-cognitive skills, and gambling behaviors
    Gong, Xiaodong
    Zhu, Rong
    JOURNAL OF ECONOMIC BEHAVIOR & ORGANIZATION, 2019, 165 : 51 - 69
  • [30] Effect of secondary education on cognitive and non-cognitive skills☆
    Ollikainen, Jani-Petteri
    Pekkarinen, Tuomas
    Uusitalo, Roope
    Virtanen, Hanna
    ECONOMICS OF EDUCATION REVIEW, 2024, 103