Cognitively Diagnostic Analysis Using the G-DINA Model in R

• Published in: Psych Vol. 3; no. 4; pp. 812 - 835
• Main Authors: Shi, Qingzhou, Ma, Wenchao, Robitzsch, Alexander, Sorrel, Miguel A., Man, Kaiwen
• Format: Journal Article
• Language: English
• Published: Basel MDPI AG 08.12.2021
• Subjects: CDM R package; cognitive diagnosis models; G-DINA; GDINA R package; Parameter estimation; Subject specialists
• ISSN: 2624-8611; 2624-8611; 2813-9844
• DOI: 10.3390/psych3040052

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 st...