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The utility and application of mixed-effects models in second language research

Linck, J. and Cunnings, I. (2015) The utility and application of mixed-effects models in second language research. Language Learning, 65 (S1). pp. 185-207. ISSN 1467-9922

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To link to this item DOI: 10.1111/lang.12117

Abstract/Summary

Second language acquisition researchers often face particular challenges when attempting to generalize study findings to the wider learner population. For example, language learners constitute a heterogeneous group, and it is not always clear how a study’s findings may generalize to other individuals who may differ in terms of language background and proficiency, among many other factors. In this paper, we provide an overview of how mixed-effects models can be used to help overcome these and other issues in the field of second language acquisition. We provide an overview of the benefits of mixed-effects models and a practical example of how mixed-effects analyses can be conducted. Mixed-effects models provide second language researchers with a powerful statistical tool in the analysis of a variety of different types of data.

Item Type:Article
Refereed:Yes
Divisions:Interdisciplinary centres and themes > Centre for Literacy and Multilingualism (CeLM)
Faculty of Life Sciences > School of Psychology and Clinical Language Sciences > Department of Clinical Language Sciences
ID Code:40317
Publisher:Wiley

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