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Multilevel Item Response Theory×Teoria odpowiedzi na pozycje (IRT)×
DziedzinaEducationPsychometria
RodzinaLatent structureLatent structure
Rok powstania20101952–1968
TwórcaAdams, Wilson & Wu; Fox & Glas; De Boeck & WilsonFrederic M. Lord (and Allan Birnbaum for the 2PL/3PL models)
TypItem response models with a multilevel structure on the latent abilityProbabilistic measurement model
Źródło pierwotneFox, J.-P. (2010). Bayesian Item Response Modeling: Theory and Applications. Springer. DOI ↗Lord, F. M. & Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley. link ↗
Inne nazwyMultilevel IRT, MLIRT, Hierarchical IRT, Explanatory Item Response ModelsIRT, latent trait theory, item characteristic curve theory, modern test theory
Pokrewne45
PodsumowanieMultilevel item response theory (MLIRT) joins two powerful frameworks: an IRT measurement model that turns item responses into a latent ability, and a multilevel structural model that explains how that ability varies across nested groups such as classrooms, schools, or countries. Instead of first scoring a test and then running a multilevel regression on the scores, MLIRT does both at once, so that measurement error in ability is properly carried into the group-level analysis. It is the rigorous way to study how student and school characteristics relate to a latent trait measured by a test.Item response theory models the probability that a respondent answers an item correctly (or endorses it) as a function of the respondent's latent trait level and the item's own statistical properties — difficulty, discrimination, and guessing. Unlike classical test theory, IRT places persons and items on the same scale, yielding measurement that is sample-independent for items and test-independent for persons.
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ScholarGatePorównaj metody: Multilevel Item Response Theory · Item Response Theory. Pobrano 2026-06-24 z https://scholargate.app/pl/compare