A Meta-Analysis and Meta-Regression of Incidental Second Language Word Learning from Spoken Input

Johanna F. de Vos*, Herbert Schriefers, Michel G. Nivard, Kristin Lemhöfer

*Corresponding author for this work

Research output: Contribution to JournalArticleAcademicpeer-review

Abstract

We meta-analyzed the effectiveness of incidental second language word learning from spoken input. Our sample contained 105 effect sizes from 32 primary studies employing meaning-focused word-learning activities with 1,964 participants with typical cognitive functioning. The random-effects meta-analysis yielded a mean effect size of g = 1.05, reflecting generally large vocabulary gains from spoken input in meaning-focused activities. A meta-regression with three substantive and two methodological predictors also revealed that adult participants outperformed children in terms of word learning and that interactive learning tasks were more effective than noninteractive ones. Furthermore, learning scores were higher when measured with recognition than with recall tests. Methodologically, the use of a no-input control group seemed to protect against an overestimation of learning effects, evidenced by smaller effect sizes. Finally, whether a pretest–posttest design was used did not influence effect sizes. All data and the analysis script are publicly available. Open Practices: This article has been awarded an Open Data badge. All data and the analysis script are publicly accessible via the Open Science Framework at https://osf.io/92vfw. Learn more about the Open Practices badges from the Center for Open Science: https://osf.io/tvyxz/wiki.

Original languageEnglish
Pages (from-to)906-941
Number of pages36
JournalLanguage Learning
Volume68
Issue number4
Early online date11 Jun 2018
DOIs
Publication statusPublished - Dec 2018

Funding

This research was conducted as part of a VIDI project (grant 276-89-004) awarded to Kristin Lemhöfer by the Netherlands Organisation for Scientific Research. We would like to thank Dennis Schutter for his advice in the initial stages of this project and Wolfgang Viechtbauer and other members of the online Cross Validated community for their advice on the statistical analysis. This article has been awarded an Open Data badge. All data and the analysis script are publicly accessible via the Open Science Framework at https://osf.io/92vfw. Learn more about the Open Practices badges from the Center for Open Science: https://osf.io/tvyxz/wiki.

FundersFunder number
Nederlandse Organisatie voor Wetenschappelijk Onderzoek276-89-004

    Keywords

    • age
    • incidental learning
    • meta-analysis
    • meta-regression
    • mixed-effects model
    • second language acquisition
    • word learning

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