De Cat, C. orcid.org/0000-0003-0044-0527, Gusnanto, A., Kašćelan, D. et al. (4 more authors) (2025) How detailed do measures of bilingual language experience need to be? A cost-benefit analysis using the Q-BEx questionnaire. Bilingualism: Language and Cognition. ISSN: 1366-7289
Abstract
What is the optimal level of questionnaire detail required to measure bilingual language experience? This empirical evaluation compares alternative measures of language exposure of varying cost (i.e., questionnaire detail) in terms of their performance as predictors of oral language outcomes. The alternative measures were derived from Q-BEx questionnaire data collected from a diverse sample of 121 heritage bilinguals (5–9 years of age) growing up in France, the Netherlands and the UK. Outcome data consisted of morphosyntax and vocabulary measures (in the societal language) and parental estimates of oral proficiency (in the heritage language). Statistical modelling exploited information-theoretic and cross-validation approaches to identify the optimal language exposure measure. Optimal cost–benefit was achieved with cumulative exposure (for the societal language) and current exposure in the home (for the heritage language). The greatest level of questionnaire detail did not yield more reliable predictors of language outcomes.
Metadata
| Item Type: | Article |
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| Authors/Creators: |
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| Copyright, Publisher and Additional Information: | © The Author(s), 2025. Published by Cambridge University Press. This is an Open Access article, distributed under the terms of the Creative Commons Attribution licence (http://creativecommons.org/licenses/by/4.0), which permits unrestricted re-use, distribution and reproduction, provided the original article is properly cited. |
| Keywords: | language exposure; background questionnaire; cross-validation; information theory |
| Dates: |
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| Institution: | The University of Leeds |
| Academic Units: | The University of Leeds > Faculty of Arts, Humanities and Cultures (Leeds) > School of Languages Cultures & Societies (Leeds) |
| Funding Information: | Funder Grant number ESRC (Economic and Social Research Council) ES/S010998/1 |
| Date Deposited: | 08 Aug 2025 09:04 |
| Last Modified: | 03 Nov 2025 14:51 |
| Status: | Published online |
| Publisher: | Cambridge University Press |
| Identification Number: | 10.1017/S1366728925100497 |
| Open Archives Initiative ID (OAI ID): | oai:eprints.whiterose.ac.uk:230199 |

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