Σύγκριση μεθόδων

	SIBTEST	Μοντέλο DINA	Μοντέλο DINO
Πεδίο	Ψυχομετρία	Ψυχομετρία	Ψυχομετρία
Οικογένεια	Latent structure	Latent structure	Latent structure
Έτος προέλευσης	1993	2001	2006
Δημιουργός	Richard Shealy, William F. Stout	Brian Junker, Klaas Sijtsma	James Templin, Russell Henson
Τύπος	Differential item functioning (DIF) assessment	Discrete latent class model	Disjunctive latent class model
Θεμελιώδης πηγή	Shealy, R., & Stout, W. F. (1993). A model-based standardization approach that separates true bias/DIF from group differences and detects test bias/DTF. Psychometrika, 58(2), 159-194.	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.	Templin, J., & Henson, R. A. (2006). Measurement of psychological disorders using cognitive diagnosis models. Psychological Methods, 11(3), 287-305.
Εναλλακτικές ονομασίες	—	DINA	DINO
Συναφείς	5	4	4
Σύνοψη	SIBTEST (Simultaneous Item Bias Test) is a non-parametric method for detecting differential item functioning (DIF) and differential test functioning (DTF) developed by Shealy and Stout (1993). Unlike parametric approaches, SIBTEST does not assume a particular item response model and directly tests whether groups differ in their probability of correct responses at equal levels of overall ability.	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.