Exploring Interrelationships Among L2 Writing Subskills: Insights from Cognitive Diagnostic Models
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.
Authors
- Olga Kunina‐Habenicht (ORCID: https://orcid.org/0000-0002-1646-8260)
- Purya Baghaei (ORCID: https://orcid.org/0000-0002-5765-0413)
- Farshad Effatpanah (ORCID: https://orcid.org/0000-0003-3970-5588)
- Hamdollah Ravand
- Jimmy de la Torre (ORCID: https://orcid.org/0000-0002-0893-3863)
- Wenchao Ma (ORCID: https://orcid.org/0000-0002-6763-0707)
Institutions
- University of Minnesota (US)
- Islamic Azad University, Mashhad (IR)
- TU Dortmund University (DE)
- Minnesota Department of Education (US)
- Vali Asr University of Rafsanjan (IR)
- University of Hong Kong (HK)
Publication Details
- Journal
- Applied Measurement in Education
- Published
- 2024-10-01
- DOI
- https://doi.org/10.1080/08957347.2024.2424550
- Citations
- 4
- Primary Topic
- Writing and Handwriting Education
- Type
- article
- Field-Weighted Citation Impact
- 8.38