Improved statistical learning abilities in adult bilinguals
Using multiple languages may confer distinct advantages in cognitive control, yet it is unclear whether bilingualism is associated with better implicit statistical learning, a core cognitive ability underlying language. We tested bilingual adults on a challenging task requiring simultaneous learning...
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sg-ntu-dr.10356-854872020-03-07T12:10:38Z Improved statistical learning abilities in adult bilinguals Onnis, Luca Chun, Win Ee Lou-Magnuson, Matthew School of Humanities and Social Sciences Artificial grammar learning Bilingualism Using multiple languages may confer distinct advantages in cognitive control, yet it is unclear whether bilingualism is associated with better implicit statistical learning, a core cognitive ability underlying language. We tested bilingual adults on a challenging task requiring simultaneous learning of two miniature grammars characterized by different statistics. We found that participants learned each grammar significantly better than chance and both grammars equally well. Crucially, a validated continuous measure of bilingual dominance predicted accuracy scores for both artificial grammars in a generalized linear model. The study thus demonstrates the first graded advantage in learning novel statistical relations in adult bilinguals. MOE (Min. of Education, S’pore) Accepted version 2017-10-20T02:19:56Z 2019-12-06T16:04:42Z 2017-10-20T02:19:56Z 2019-12-06T16:04:42Z 2017 Journal Article Onnis, L., Chun, W. E., & Lou-Magnuson, M. (2017). Improved statistical learning abilities in adult bilinguals. Bilingualism: Language and Cognition, 1-7. 1366-7289 https://hdl.handle.net/10356/85487 http://hdl.handle.net/10220/43937 10.1017/S1366728917000529 en Bilingualism: Language and Cognition © 2017 Cambridge University Press. This is the author created version of a work that has been peer reviewed and accepted for publication by Bilingualism: Language and Cognition , Cambridge University Press. It incorporates referee’s comments but changes resulting from the publishing process, such as copyediting, structural formatting, may not be reflected in this document. The published version is available at: [https://doi.org/10.1017/S1366728917000529]. 18 p. application/pdf |
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Artificial grammar learning Bilingualism Onnis, Luca Chun, Win Ee Lou-Magnuson, Matthew Improved statistical learning abilities in adult bilinguals |
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Using multiple languages may confer distinct advantages in cognitive control, yet it is unclear whether bilingualism is associated with better implicit statistical learning, a core cognitive ability underlying language. We tested bilingual adults on a challenging task requiring simultaneous learning of two miniature grammars characterized by different statistics. We found that participants learned each grammar significantly better than chance and both grammars equally well. Crucially, a validated continuous measure of bilingual dominance predicted accuracy scores for both artificial grammars in a generalized linear model. The study thus demonstrates the first graded advantage in learning novel statistical relations in adult bilinguals. |
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School of Humanities and Social Sciences |
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School of Humanities and Social Sciences Onnis, Luca Chun, Win Ee Lou-Magnuson, Matthew |
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Article |
author |
Onnis, Luca Chun, Win Ee Lou-Magnuson, Matthew |
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Onnis, Luca |
title |
Improved statistical learning abilities in adult bilinguals |
title_short |
Improved statistical learning abilities in adult bilinguals |
title_full |
Improved statistical learning abilities in adult bilinguals |
title_fullStr |
Improved statistical learning abilities in adult bilinguals |
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Improved statistical learning abilities in adult bilinguals |
title_sort |
improved statistical learning abilities in adult bilinguals |
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2017 |
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https://hdl.handle.net/10356/85487 http://hdl.handle.net/10220/43937 |
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