Exploring Interrelationships Among L2 Writing Subskills: Insights from Cognitive Diagnostic Models

Hamdollah Ravand, Farshad Effatpanah, Wenchao Ma, Jimmy de la Torre, Purya Baghaei, Olga Kunina-Habenicht

Research output: Contribution to journalArticlepeer-review

1 Scopus citations

Abstract

The purpose of this study was to explore the nature of interactions among second/foreign language (L2) writing subskills. Two types of relationships were investigated: subskill–item and subskill–subskill relationships. To achieve the first purpose, using writing data obtained from the writing essays of 500 English as a foreign language (EFL) students, the fit of the G-DINA model as general cognitive diagnostic model (CDM) was compared against a Wald-selected model (i.e., a model in which different CDMs such as DINA, DINO, A-CDM, LLM, and RRUM were selected for each item). To study cross-subskill impacts, two-way interactions between the subskills were estimated, and lens and scatter plots were checked. Subskill–item relationships showed that the subskills of L2 writing contribute additively and independently to the probability of successful performance. Furthermore, the loglinear analysis revealed that some of the subskills draw information from the other subskills. The plots showed that neglecting inter-subskill relationships would lead to misclassification of students.

Original languageEnglish (US)
Pages (from-to)329-355
Number of pages27
JournalApplied Measurement in Education
Volume37
Issue number4
DOIs
StatePublished - 2024

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© 2024 Taylor & Francis Group, LLC.

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