Is retroflexion a stable cue for distributional learning for speech sounds across languages? Learning for some bilingual adults, but not generalisable to a wider population in a well powered pre-registered study

Bilinguals are widely reported to have certain kinds of cognitive advantages, including language learning advantages. One possible pathway is a language-specific transfer effect, whereby sensitivity to structural regularities in known languages can be brought to to-be-acquired languages that share p...

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Main Authors: Goh, Hannah Letitia, Onnis, Luca, Styles, Suzy J.
Other Authors: School of Social Sciences
Format: Article
Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/171145
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Institution: Nanyang Technological University
Language: English
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spelling sg-ntu-dr.10356-1711452023-10-22T15:30:23Z Is retroflexion a stable cue for distributional learning for speech sounds across languages? Learning for some bilingual adults, but not generalisable to a wider population in a well powered pre-registered study Goh, Hannah Letitia Onnis, Luca Styles, Suzy J. School of Social Sciences Interdisciplinary Graduate School (IGS) The Centre for Research and Development in Learning (CRADLE) Social sciences::Psychology Bilingualism Distributional Learning Bilinguals are widely reported to have certain kinds of cognitive advantages, including language learning advantages. One possible pathway is a language-specific transfer effect, whereby sensitivity to structural regularities in known languages can be brought to to-be-acquired languages that share particular features. Here we tested for transfer of a specific linguistic property, sensitivity to retroflexion as contrastive phonemic feature. We designed a task for bilinguals with homogeneous language exposure (i.e., bilingual in the same languages) and heterogeneous feature representation (i.e., differing levels of proficiency). Hindi and Mandarin Chinese both have retroflexion in phoneme contrasts (Hindi: stop consonants, Mandarin: sibilants). In a preregistered study, we conducted a statistical learning task for the Hindi dental-retroflex stop contrast with a group of early parallel English-Mandarin bilinguals, who varied in their Mandarin understanding levels. We based the target sample size on power analysis of a pilot study with a Bayesian stop-rule after minimum threshold. Contrary to the pilot study (N = 15), the main study (N = 50) did not find evidence for a learning effect, nor language-experience variance within the group. This finding suggests that statistical effects for the feature in question may be more fragile than commonly assumed, and may be evident in only a small subsample of the general population (as in our pilot). These stimuli have previously shown learning effects in children, so an additional possibility is that neural commitment to adults' languages prevents learning of the fine-grained stimulus contrast in question for this adult population. Nanyang Technological University National Research Foundation (NRF) Published version This research was supported by the following funding sources: Singapore’s National Research Foundation under the Science of Learning (NRF2016-SOL002-011), the Centre for Research and Development in Learning, Nanyang Technological University (JHU IO 90071537). 2023-10-16T02:00:27Z 2023-10-16T02:00:27Z 2023 Journal Article Goh, H. L., Onnis, L. & Styles, S. J. (2023). Is retroflexion a stable cue for distributional learning for speech sounds across languages? Learning for some bilingual adults, but not generalisable to a wider population in a well powered pre-registered study. PeerJ, 11, e15467-. https://dx.doi.org/10.7717/peerj.15467 2167-8359 https://hdl.handle.net/10356/171145 10.7717/peerj.15467 37456897 2-s2.0-85168558874 11 e15467 en NRF2016-SOL002-011 JHU IO 90071537 PeerJ © 2023 Goh et al. This is an open access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, reproduction and adaptation in any medium and for any purpose provided that it is properly attributed. For attribution, the original author(s), title, publication source (PeerJ) and either DOI or URL of the article must be cited. application/pdf
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Social sciences::Psychology
Bilingualism
Distributional Learning
spellingShingle Social sciences::Psychology
Bilingualism
Distributional Learning
Goh, Hannah Letitia
Onnis, Luca
Styles, Suzy J.
Is retroflexion a stable cue for distributional learning for speech sounds across languages? Learning for some bilingual adults, but not generalisable to a wider population in a well powered pre-registered study
description Bilinguals are widely reported to have certain kinds of cognitive advantages, including language learning advantages. One possible pathway is a language-specific transfer effect, whereby sensitivity to structural regularities in known languages can be brought to to-be-acquired languages that share particular features. Here we tested for transfer of a specific linguistic property, sensitivity to retroflexion as contrastive phonemic feature. We designed a task for bilinguals with homogeneous language exposure (i.e., bilingual in the same languages) and heterogeneous feature representation (i.e., differing levels of proficiency). Hindi and Mandarin Chinese both have retroflexion in phoneme contrasts (Hindi: stop consonants, Mandarin: sibilants). In a preregistered study, we conducted a statistical learning task for the Hindi dental-retroflex stop contrast with a group of early parallel English-Mandarin bilinguals, who varied in their Mandarin understanding levels. We based the target sample size on power analysis of a pilot study with a Bayesian stop-rule after minimum threshold. Contrary to the pilot study (N = 15), the main study (N = 50) did not find evidence for a learning effect, nor language-experience variance within the group. This finding suggests that statistical effects for the feature in question may be more fragile than commonly assumed, and may be evident in only a small subsample of the general population (as in our pilot). These stimuli have previously shown learning effects in children, so an additional possibility is that neural commitment to adults' languages prevents learning of the fine-grained stimulus contrast in question for this adult population.
author2 School of Social Sciences
author_facet School of Social Sciences
Goh, Hannah Letitia
Onnis, Luca
Styles, Suzy J.
format Article
author Goh, Hannah Letitia
Onnis, Luca
Styles, Suzy J.
author_sort Goh, Hannah Letitia
title Is retroflexion a stable cue for distributional learning for speech sounds across languages? Learning for some bilingual adults, but not generalisable to a wider population in a well powered pre-registered study
title_short Is retroflexion a stable cue for distributional learning for speech sounds across languages? Learning for some bilingual adults, but not generalisable to a wider population in a well powered pre-registered study
title_full Is retroflexion a stable cue for distributional learning for speech sounds across languages? Learning for some bilingual adults, but not generalisable to a wider population in a well powered pre-registered study
title_fullStr Is retroflexion a stable cue for distributional learning for speech sounds across languages? Learning for some bilingual adults, but not generalisable to a wider population in a well powered pre-registered study
title_full_unstemmed Is retroflexion a stable cue for distributional learning for speech sounds across languages? Learning for some bilingual adults, but not generalisable to a wider population in a well powered pre-registered study
title_sort is retroflexion a stable cue for distributional learning for speech sounds across languages? learning for some bilingual adults, but not generalisable to a wider population in a well powered pre-registered study
publishDate 2023
url https://hdl.handle.net/10356/171145
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