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  • 标题:Cognitively Diagnostic Analysis Using the G-DINA Model in R
  • 本地全文:下载
  • 作者:Qingzhou Shi ; Wenchao Ma ; Alexander Robitzsch
  • 期刊名称:Psych
  • 电子版ISSN:2624-8611
  • 出版年度:2021
  • 卷号:3
  • 期号:4
  • 页码:812-835
  • DOI:10.3390/psych3040052
  • 语种:English
  • 出版社:MDPI AG
  • 摘要:Cognitive diagnosis models (CDMs) have increasingly been applied in education and other fields. This article provides an overview of a widely used CDM, namely, the G-DINA model, and demonstrates a hands-on example of using multiple R packages for a series of CDM analyses. This overview involves a step-by-step illustration and explanation of performing Q-matrix evaluation, CDM calibration, model fit evaluation, item diagnosticity investigation, classification reliability examination, and the result presentation and visualization. Some limitations of conducting CDM analysis in R are also discussed.
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