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Genetic contributions of noncognitive skills to academic development

Noncognitive skills such as motivation and self-regulation, are partly heritable and predict academic achievement beyond cognitive skills. However, how the relationship between noncognitive skills and academic achievement changes over development is unclear. The current study examined how cognitive...

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Autores principales: Malanchini, Margherita, Allegrini, Andrea G., Nivard, Michel G., Biroli, Pietro, Rimfeld, Kaili, Cheesman, Rosa, von Stumm, Sophie, Demange, Perline A., van Bergen, Elsje, Grotzinger, Andrew D., Raffington, Laurel, De la Fuente, Javier, Pingault, Jean-Baptiste, Harden, K. Paige, Tucker-Drob, Elliot M., Plomin, Robert
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Cold Spring Harbor Laboratory 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10103958/
https://www.ncbi.nlm.nih.gov/pubmed/37066409
http://dx.doi.org/10.1101/2023.04.03.535380
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author Malanchini, Margherita
Allegrini, Andrea G.
Nivard, Michel G.
Biroli, Pietro
Rimfeld, Kaili
Cheesman, Rosa
von Stumm, Sophie
Demange, Perline A.
van Bergen, Elsje
Grotzinger, Andrew D.
Raffington, Laurel
De la Fuente, Javier
Pingault, Jean-Baptiste
Harden, K. Paige
Tucker-Drob, Elliot M.
Plomin, Robert
author_facet Malanchini, Margherita
Allegrini, Andrea G.
Nivard, Michel G.
Biroli, Pietro
Rimfeld, Kaili
Cheesman, Rosa
von Stumm, Sophie
Demange, Perline A.
van Bergen, Elsje
Grotzinger, Andrew D.
Raffington, Laurel
De la Fuente, Javier
Pingault, Jean-Baptiste
Harden, K. Paige
Tucker-Drob, Elliot M.
Plomin, Robert
author_sort Malanchini, Margherita
collection PubMed
description Noncognitive skills such as motivation and self-regulation, are partly heritable and predict academic achievement beyond cognitive skills. However, how the relationship between noncognitive skills and academic achievement changes over development is unclear. The current study examined how cognitive and noncognitive skills contribute to academic achievement from ages 7 to 16 in a sample of over 10,000 children from England and Wales. Noncognitive skills were increasingly predictive of academic achievement across development. Twin and polygenic scores analyses found that the contribution of noncognitive genetics to academic achievement became stronger over the school years. Results from within-family analyses indicated that associations with noncognitive genetics could not simply be attributed to confounding by environmental differences between nuclear families and are consistent with a possible role for evocative/active gene-environment correlations. By studying genetic effects through a developmental lens, we provide novel insights into the role of noncognitive skills in academic development.
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spelling pubmed-101039582023-04-15 Genetic contributions of noncognitive skills to academic development Malanchini, Margherita Allegrini, Andrea G. Nivard, Michel G. Biroli, Pietro Rimfeld, Kaili Cheesman, Rosa von Stumm, Sophie Demange, Perline A. van Bergen, Elsje Grotzinger, Andrew D. Raffington, Laurel De la Fuente, Javier Pingault, Jean-Baptiste Harden, K. Paige Tucker-Drob, Elliot M. Plomin, Robert bioRxiv Article Noncognitive skills such as motivation and self-regulation, are partly heritable and predict academic achievement beyond cognitive skills. However, how the relationship between noncognitive skills and academic achievement changes over development is unclear. The current study examined how cognitive and noncognitive skills contribute to academic achievement from ages 7 to 16 in a sample of over 10,000 children from England and Wales. Noncognitive skills were increasingly predictive of academic achievement across development. Twin and polygenic scores analyses found that the contribution of noncognitive genetics to academic achievement became stronger over the school years. Results from within-family analyses indicated that associations with noncognitive genetics could not simply be attributed to confounding by environmental differences between nuclear families and are consistent with a possible role for evocative/active gene-environment correlations. By studying genetic effects through a developmental lens, we provide novel insights into the role of noncognitive skills in academic development. Cold Spring Harbor Laboratory 2023-10-26 /pmc/articles/PMC10103958/ /pubmed/37066409 http://dx.doi.org/10.1101/2023.04.03.535380 Text en https://creativecommons.org/licenses/by-nc/4.0/This work is licensed under a Creative Commons Attribution-NonCommercial 4.0 International License (https://creativecommons.org/licenses/by-nc/4.0/) , which allows reusers to distribute, remix, adapt, and build upon the material in any medium or format for noncommercial purposes only, and only so long as attribution is given to the creator.
spellingShingle Article
Malanchini, Margherita
Allegrini, Andrea G.
Nivard, Michel G.
Biroli, Pietro
Rimfeld, Kaili
Cheesman, Rosa
von Stumm, Sophie
Demange, Perline A.
van Bergen, Elsje
Grotzinger, Andrew D.
Raffington, Laurel
De la Fuente, Javier
Pingault, Jean-Baptiste
Harden, K. Paige
Tucker-Drob, Elliot M.
Plomin, Robert
Genetic contributions of noncognitive skills to academic development
title Genetic contributions of noncognitive skills to academic development
title_full Genetic contributions of noncognitive skills to academic development
title_fullStr Genetic contributions of noncognitive skills to academic development
title_full_unstemmed Genetic contributions of noncognitive skills to academic development
title_short Genetic contributions of noncognitive skills to academic development
title_sort genetic contributions of noncognitive skills to academic development
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10103958/
https://www.ncbi.nlm.nih.gov/pubmed/37066409
http://dx.doi.org/10.1101/2023.04.03.535380
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