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Kognitiv diagnostisk datamaskinadaptiv testing×DINA-modell×DINO-modellen×
FagfeltPsykometriPsykometriPsykometri
FamilieLatent structureLatent structureLatent structure
Opprinnelsesår200720012006
OpphavspersonXueli Xu, Jean-Paul FoxBrian Junker, Klaas SijtsmaJames Templin, Russell Henson
TypeSkill-adaptive testing with psychometric diagnostic classificationDiscrete latent class modelDisjunctive latent class model
Opprinnelig kildeChoi, K. M., Lee, Y. S., & Park, Y. S. (2015). What CDM can tell about examinees' strengths and weaknesses: Cognitive diagnostic information in TIMSS. Journal of Educational Evaluation for Policy Analysis, 24(1), 79-100. link ↗Junker, B. W., & Sijtsma, K. (2001). Cognitive assessment models with few assumptions, and connections with nonparametric item response theory. Applied Psychological Measurement, 25(3), 258-272. DOI ↗Templin, J., & Henson, R. A. (2006). Measurement of psychological disorders using cognitive diagnosis models. Psychological Methods, 11(3), 287-305. DOI ↗
AliasCD-CATDINADINO
Relaterte544
SammendragCognitive Diagnostic Computerized Adaptive Testing (CD-CAT) combines computerized adaptive testing (CAT) with cognitive diagnostic models (CDMs) to efficiently assess students' specific skill profiles. Rather than producing a single overall ability score, CD-CAT adaptively selects items to quickly identify which skills a student has mastered and which need development.The DINA Model (Deterministic Inputs, Noisy Outputs) is a cognitive diagnostic model developed by Junker and Sijtsma (2001) that classifies examinees into latent skill classes based on their item response patterns. DINA assumes a deterministic relationship between skill mastery and correct responses, with probabilistic error accounting for guessing and slips.The DINO Model (Deterministic Inputs, Noisy Outputs—Disjunctive) is a cognitive diagnostic model that relaxes DINA's conjunctive (AND) skill requirement logic. DINO assumes an examinee only needs to master one of multiple possible skill pathways to answer an item correctly, making it suitable for scenarios where skills are substitutable or alternative routes to success exist.
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ScholarGateSammenlign metoder: Cognitive Diagnostic Computerized Adaptive Testing · DINA Model · DINO Model. Hentet 2026-06-19 fra https://scholargate.app/no/compare