Cargando…

Consistency of noncognitive skills and their relation to educational outcomes in a UK cohort

Noncognitive skills have been shown to associate with a range of health and socioeconomic outcomes. Many studies have relied on cross sectional data and have been unable to assess the longitudinal consistency of noncognitive skill measures. Using data from a UK birth cohort, we investigated a range...

Descripción completa

Detalles Bibliográficos
Autores principales: Morris, Tim T., Davey Smith, George, van den Berg, Gerard, Davies, Neil M.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8571267/
https://www.ncbi.nlm.nih.gov/pubmed/34741011
http://dx.doi.org/10.1038/s41398-021-01661-8
_version_ 1784594980150444032
author Morris, Tim T.
Davey Smith, George
van den Berg, Gerard
Davies, Neil M.
author_facet Morris, Tim T.
Davey Smith, George
van den Berg, Gerard
Davies, Neil M.
author_sort Morris, Tim T.
collection PubMed
description Noncognitive skills have been shown to associate with a range of health and socioeconomic outcomes. Many studies have relied on cross sectional data and have been unable to assess the longitudinal consistency of noncognitive skill measures. Using data from a UK birth cohort, we investigated a range of noncognitive skills: behavioural problems, social skills, communication, self-esteem, persistence, locus of control, empathy, impulsivity and personality. We assessed their consistency over a 17-year period throughout childhood and adolescence (age 6 months to 18 years), their genomic architecture, and their associations with socioeconomic outcomes. We found high longitudinal measurement consistency for behavioural and communication skills, but low consistency for other noncognitive skills, suggesting a high noise to signal ratio. We observed consistent non-zero heritability estimates and genetic correlations for only behavioural difficulties. Using aggregate measures of each skill over time, we found evidence of phenotypic correlations and heritability ([Formula: see text]  = 0.1–0.2) for behaviour, communication, self-esteem and locus of control. Associations between noncognitive skills and educational outcomes were observed for skills measured in mid to late childhood but these were at most a third of the size of IQ-education associations. These results suggest that measures designed to capture noncognitive skills may be subject to considerable response heterogeneity or measurement error. Aggregate measures that leverage repeat responses from longitudinal data may offer researchers more reliable measures that better identify underlying noncognitive skills than cross sectional measures.
format Online
Article
Text
id pubmed-8571267
institution National Center for Biotechnology Information
language English
publishDate 2021
publisher Nature Publishing Group UK
record_format MEDLINE/PubMed
spelling pubmed-85712672021-11-08 Consistency of noncognitive skills and their relation to educational outcomes in a UK cohort Morris, Tim T. Davey Smith, George van den Berg, Gerard Davies, Neil M. Transl Psychiatry Article Noncognitive skills have been shown to associate with a range of health and socioeconomic outcomes. Many studies have relied on cross sectional data and have been unable to assess the longitudinal consistency of noncognitive skill measures. Using data from a UK birth cohort, we investigated a range of noncognitive skills: behavioural problems, social skills, communication, self-esteem, persistence, locus of control, empathy, impulsivity and personality. We assessed their consistency over a 17-year period throughout childhood and adolescence (age 6 months to 18 years), their genomic architecture, and their associations with socioeconomic outcomes. We found high longitudinal measurement consistency for behavioural and communication skills, but low consistency for other noncognitive skills, suggesting a high noise to signal ratio. We observed consistent non-zero heritability estimates and genetic correlations for only behavioural difficulties. Using aggregate measures of each skill over time, we found evidence of phenotypic correlations and heritability ([Formula: see text]  = 0.1–0.2) for behaviour, communication, self-esteem and locus of control. Associations between noncognitive skills and educational outcomes were observed for skills measured in mid to late childhood but these were at most a third of the size of IQ-education associations. These results suggest that measures designed to capture noncognitive skills may be subject to considerable response heterogeneity or measurement error. Aggregate measures that leverage repeat responses from longitudinal data may offer researchers more reliable measures that better identify underlying noncognitive skills than cross sectional measures. Nature Publishing Group UK 2021-11-05 /pmc/articles/PMC8571267/ /pubmed/34741011 http://dx.doi.org/10.1038/s41398-021-01661-8 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Morris, Tim T.
Davey Smith, George
van den Berg, Gerard
Davies, Neil M.
Consistency of noncognitive skills and their relation to educational outcomes in a UK cohort
title Consistency of noncognitive skills and their relation to educational outcomes in a UK cohort
title_full Consistency of noncognitive skills and their relation to educational outcomes in a UK cohort
title_fullStr Consistency of noncognitive skills and their relation to educational outcomes in a UK cohort
title_full_unstemmed Consistency of noncognitive skills and their relation to educational outcomes in a UK cohort
title_short Consistency of noncognitive skills and their relation to educational outcomes in a UK cohort
title_sort consistency of noncognitive skills and their relation to educational outcomes in a uk cohort
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8571267/
https://www.ncbi.nlm.nih.gov/pubmed/34741011
http://dx.doi.org/10.1038/s41398-021-01661-8
work_keys_str_mv AT morristimt consistencyofnoncognitiveskillsandtheirrelationtoeducationaloutcomesinaukcohort
AT daveysmithgeorge consistencyofnoncognitiveskillsandtheirrelationtoeducationaloutcomesinaukcohort
AT vandenberggerard consistencyofnoncognitiveskillsandtheirrelationtoeducationaloutcomesinaukcohort
AT daviesneilm consistencyofnoncognitiveskillsandtheirrelationtoeducationaloutcomesinaukcohort