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THE CONTRIBUTIONS OF IMPLICIT-STATISTICAL LEARNING APTITUDE TO IMPLICIT SECOND-LANGUAGE KNOWLEDGE
Abstract
This study addresses the role of domain-general mechanisms in second-language learning and knowledge using an individual differences approach. We examine the predictive validity of implicit-statistical learning aptitude for implicit second-language knowledge. Participants ( n = 131) completed a battery of four aptitude measures and nine grammar tests. Structural equation modeling revealed that only the alternating serial reaction time task (a measure of implicit-statistical learning aptitude) significantly predicted learners’ performance on timed, accuracy-based language tests, but not their performance on reaction-time measures. These results inform ongoing debates about the nature of implicit knowledge in SLA: they lend support to the validity of timed, accuracy-based language tests as measures of implicit knowledge. Auditory and visual statistical learning were correlated with medium strength, while the remaining implicit-statistical learning aptitude measures were not correlated, highlighting the multicomponential nature of implicit-statistical learning aptitude and the corresponding need for a multitest approach to assess its different facets.
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Implicit aptitude may be a multicomponential construct.
“In other words, implicit aptitude may be a multicomponential construct (Godfroid & Kim, 2021;Granena, 2020;Li & DeKeyser, 2021).”
From Aptitude for Explicit and Implicit Learning (2024) · cites this paper as Godfroid & Kim, 2021
A lack of correlation between assumed measures of implicit aptitude has been reported in several recent studies.
“Indeed, a lack of correlation between assumed measures of implicit aptitude has been reported in several recent studies (Buffington et al., 2021;Godfroid & Kim, 2021;Li & Qian, 2021).”
From Aptitude for Explicit and Implicit Learning (2024) · cites this paper as Godfroid & Kim, 2021
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The reliability paradox: Why robust cognitive tasks do not produce reliable individual differences
Hedge, C., Powell, G., & Sumner, P. (2018) · Behavior Research Methods · doi:10.3758/s13428-017-0935-1 · Cited by 1,457
MEASURING IMPLICIT AND EXPLICIT KNOWLEDGE OF A SECOND LANGUAGE: A Psychometric Study
Ellis, R. (2005) · Studies in Second Language Acquisition · doi:10.1017/s0272263105050096 · Cited by 1,032
Draheim, C., Mashburn, C. A., Martin, J. D., & Engle, R. W. (2019) · Psychological Bulletin · doi:10.1037/bul0000192 · Cited by 322 · cited 3×
“Another issue concerns the low reliability of aptitude and knowledge measures obtained from reaction time data (Draheim et al., 2019; Rouder & Haaf, 2019), which may obscure any aptitude–knowledge relationships.”
BackgroundMethodBuffington, J., Demos, A. P., & Morgan-Short, K. (2021) · Studies in Second Language Acquisition · doi:10.1017/s0272263121000127 · Cited by 40
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Buffington, J., Demos, A. P., & Morgan-Short, K. (2021) · Studies in Second Language Acquisition · doi:10.1017/s0272263121000127 · Cited by 40
Testing the three-stage model of second language skill acquisition
Maie, R., & Godfroid, A. (2025) · Studies in Second Language Acquisition · doi:10.1017/s027226312500021x · Cited by 11
“We followed Godfroid and Kim (2021) and calculated the learning score by taking the mean of each participant ’ s RT over the final block (block 15) and subtracted the means on the pattern trials from those on the random trials.”
Self-citationAptitude for Explicit and Implicit Learning
Pavlekovic, R., & Roehr-Brackin, K. (2024) · Journal of the European Second Language Association · doi:10.22599/jesla.117 · Cited by 6
Metadata
- Authors
- Godfroid, A., & Kim, K. M.
- Venue
- Studies in Second Language Acquisition
- Publisher
- Cambridge University Press (CUP)
- Published
- 2021-05-19
- Volume
- 43
- Issue
- 3
- Pages
- 606-634
- ISSN
- 0272-2631
- 1470-1545
- Cited by
- 51
- References
- 4
- Language
- en
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