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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Main Authors: Onnis, Luca, Chun, Win Ee, Lou-Magnuson, Matthew
Other Authors: School of Humanities and Social Sciences
Format: Article
Language:English
Published: 2017
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Online Access:https://hdl.handle.net/10356/85487
http://hdl.handle.net/10220/43937
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Institution: Nanyang Technological University
Language: English
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spelling 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
institution Nanyang Technological University
building NTU Library
country Singapore
collection DR-NTU
language English
topic Artificial grammar learning
Bilingualism
spellingShingle Artificial grammar learning
Bilingualism
Onnis, Luca
Chun, Win Ee
Lou-Magnuson, Matthew
Improved statistical learning abilities in adult bilinguals
description 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.
author2 School of Humanities and Social Sciences
author_facet School of Humanities and Social Sciences
Onnis, Luca
Chun, Win Ee
Lou-Magnuson, Matthew
format Article
author Onnis, Luca
Chun, Win Ee
Lou-Magnuson, Matthew
author_sort 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
title_full_unstemmed Improved statistical learning abilities in adult bilinguals
title_sort improved statistical learning abilities in adult bilinguals
publishDate 2017
url https://hdl.handle.net/10356/85487
http://hdl.handle.net/10220/43937
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