Rasch modelling vs. item facility: implications on the validity of assessments of Asian EFL/ESL vocabulary knowledge and lexical sophistication modelling

This study examines how second/foreign language (L2) word difficulty estimates derived from item response theory (IRT) and classical test theory (CTT) frameworks are virtually identical in the context of vocabulary testing. This conclusion is reached via a two-stage process: (a) psychometric assessments of both approaches and (b) L2 word difficulty modelling with lexical sophistication. Using data collected from first/native language (L1) Japanese EFL learners, both approaches led to similar conclusions in terms of the psychometric properties of the construct. Furthermore, CTT- and IRT/Rasch-derived estimates for word difficulty yielded nearly identical results in the predictive models. Although the “CTT-vs-IRT” debates in the past few decades have concluded with a middle ground agreed upon in most educational settings, this study acts as a useful demonstration to L2 vocabulary researchers who appear to rely heavily on Rasch/IRT analysis. The findings have practical applications to the area of L2 word difficulty research. Namely, that Rasch (an IRT procedure) alone might not be sufficient for validation, although it could be preferable when conducting inferential testing because of its potential utility for reducing chances of Type II errors.

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Publication Details

Journal
Language Testing in Asia
Published
2024-11-19
DOI
https://doi.org/10.1186/s40468-024-00327-8
Citations
4
Primary Topic
Second Language Acquisition and Learning
Type
article
Field-Weighted Citation Impact
3.16
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article

Rasch modelling vs. item facility: implications on the validity of assessments of Asian EFL/ESL vocabulary knowledge and lexical sophistication modelling

Young Ae Kim, Joseph P. Vitta, Stuart McLean, Liang Ye Tan
4 citations
Language Testing in Asia
Second Language Acquisition and Learning
3.16
article

Rasch modelling vs. item facility: implications on the validity of assessments of Asian EFL/ESL vocabulary knowledge and lexical sophistication modelling

Young Ae Kim, Joseph P. Vitta, Stuart McLean, Liang Ye Tan
article en
4 citations

Abstract

This study examines how second/foreign language (L2) word difficulty estimates derived from item response theory (IRT) and classical test theory (CTT) frameworks are virtually identical in the context of vocabulary testing. This conclusion is reached via a two-stage process: (a) psychometric assessments of both approaches and (b) L2 word difficulty modelling with lexical sophistication. Using data collected from first/native language (L1) Japanese EFL learners, both approaches led to similar conclusions in terms of the psychometric properties of the construct. Furthermore, CTT- and IRT/Rasch-derived estimates for word difficulty yielded nearly identical results in the predictive models. Although the “CTT-vs-IRT” debates in the past few decades have concluded with a middle ground agreed upon in most educational settings, this study acts as a useful demonstration to L2 vocabulary researchers who appear to rely heavily on Rasch/IRT analysis. The findings have practical applications to the area of L2 word difficulty research. Namely, that Rasch (an IRT procedure) alone might not be sufficient for validation, although it could be preferable when conducting inferential testing because of its potential utility for reducing chances of Type II errors.

Language Testing in AsiaVol. 14(1)
Waseda University (JP), Momoyama Gakuin University (JP), Kyoto Seika University (JP), Kindai University (JP)
Quality Education
Openalex Percentile: Top 8%
Second Language Acquisition and Learning
3.16
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Rasch modelling vs. item facility: implications on the validity of assessments of Asian EFL/ESL vocabulary knowledge and lexical sophistication modelling — Young Ae Kim, Joseph P. Vitta, et al. · Language Testing in Asia (2024) | TGRS Research Map | TGRS