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Genetic factors underlie the association between anxiety, attitudes and performance in mathematics
Students struggling with mathematics anxiety (MA) tend to show lower levels of mathematics self-efficacy and interest as well as lower performance. The current study addresses: (1) how MA relates to different aspects of mathematics attitudes (self-efficacy and interest), ability (understanding numbe...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7026074/ https://www.ncbi.nlm.nih.gov/pubmed/32066693 http://dx.doi.org/10.1038/s41398-020-0711-3 |
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author | Malanchini, Margherita Rimfeld, Kaili Wang, Zhe Petrill, Stephen A. Tucker-Drob, Elliot M. Plomin, Robert Kovas, Yulia |
author_facet | Malanchini, Margherita Rimfeld, Kaili Wang, Zhe Petrill, Stephen A. Tucker-Drob, Elliot M. Plomin, Robert Kovas, Yulia |
author_sort | Malanchini, Margherita |
collection | PubMed |
description | Students struggling with mathematics anxiety (MA) tend to show lower levels of mathematics self-efficacy and interest as well as lower performance. The current study addresses: (1) how MA relates to different aspects of mathematics attitudes (self-efficacy and interest), ability (understanding numbers, problem-solving ability, and approximate number sense) and achievement (exam scores); (2) to what extent these observed relations are explained by overlapping genetic and environmental factors; and (3) the role of general anxiety in accounting for these associations. The sample comprised 3410 twin pairs aged 16–21 years, from the Twins Early Development Study. Negative associations of comparable strength emerged between MA and the two measures of mathematics attitudes, phenotypically (~ −0.45) and genetically (~ −0.70). Moderate negative phenotypic (~ −0.35) and strong genetic (~ −0.70) associations were observed between MA and measures of mathematics performance. The only exception was approximate number sense whose phenotypic (−0.10) and genetic (−0.31) relation with MA was weaker. Multivariate quantitative genetic analyses indicated that all mathematics-related measures combined accounted for ~75% of the genetic variance in MA and ~20% of its environmental variance. Genetic effects were largely shared across all measures of mathematics anxiety, attitudes, abilities and achievement, with the exception of approximate number sense. This genetic overlap was not accounted for by general anxiety. These results have important implications for future genetic research concerned with identifying the genetic underpinnings of individual variation in mathematics-related traits, as well as for developmental research into how children select and modify their mathematics-related experiences partly based on their genetic predispositions. |
format | Online Article Text |
id | pubmed-7026074 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-70260742020-03-03 Genetic factors underlie the association between anxiety, attitudes and performance in mathematics Malanchini, Margherita Rimfeld, Kaili Wang, Zhe Petrill, Stephen A. Tucker-Drob, Elliot M. Plomin, Robert Kovas, Yulia Transl Psychiatry Article Students struggling with mathematics anxiety (MA) tend to show lower levels of mathematics self-efficacy and interest as well as lower performance. The current study addresses: (1) how MA relates to different aspects of mathematics attitudes (self-efficacy and interest), ability (understanding numbers, problem-solving ability, and approximate number sense) and achievement (exam scores); (2) to what extent these observed relations are explained by overlapping genetic and environmental factors; and (3) the role of general anxiety in accounting for these associations. The sample comprised 3410 twin pairs aged 16–21 years, from the Twins Early Development Study. Negative associations of comparable strength emerged between MA and the two measures of mathematics attitudes, phenotypically (~ −0.45) and genetically (~ −0.70). Moderate negative phenotypic (~ −0.35) and strong genetic (~ −0.70) associations were observed between MA and measures of mathematics performance. The only exception was approximate number sense whose phenotypic (−0.10) and genetic (−0.31) relation with MA was weaker. Multivariate quantitative genetic analyses indicated that all mathematics-related measures combined accounted for ~75% of the genetic variance in MA and ~20% of its environmental variance. Genetic effects were largely shared across all measures of mathematics anxiety, attitudes, abilities and achievement, with the exception of approximate number sense. This genetic overlap was not accounted for by general anxiety. These results have important implications for future genetic research concerned with identifying the genetic underpinnings of individual variation in mathematics-related traits, as well as for developmental research into how children select and modify their mathematics-related experiences partly based on their genetic predispositions. Nature Publishing Group UK 2020-01-21 /pmc/articles/PMC7026074/ /pubmed/32066693 http://dx.doi.org/10.1038/s41398-020-0711-3 Text en © The Author(s) 2020 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/. |
spellingShingle | Article Malanchini, Margherita Rimfeld, Kaili Wang, Zhe Petrill, Stephen A. Tucker-Drob, Elliot M. Plomin, Robert Kovas, Yulia Genetic factors underlie the association between anxiety, attitudes and performance in mathematics |
title | Genetic factors underlie the association between anxiety, attitudes and performance in mathematics |
title_full | Genetic factors underlie the association between anxiety, attitudes and performance in mathematics |
title_fullStr | Genetic factors underlie the association between anxiety, attitudes and performance in mathematics |
title_full_unstemmed | Genetic factors underlie the association between anxiety, attitudes and performance in mathematics |
title_short | Genetic factors underlie the association between anxiety, attitudes and performance in mathematics |
title_sort | genetic factors underlie the association between anxiety, attitudes and performance in mathematics |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7026074/ https://www.ncbi.nlm.nih.gov/pubmed/32066693 http://dx.doi.org/10.1038/s41398-020-0711-3 |
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