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Bayesiansk differensial itemfunksjonering (Bayesian DIF)×Konfirmatorisk faktoranalyse (CFA)×
FagfeltPsykometriPsykometri
FamilieLatent structureLatent structure
Opprinnelsesår1990s–2000s1969
OpphavspersonH. Swaminathan & H. J. Rogers (classical DIF); Bayesian extensions developed through Markov chain Monte Carlo IRT methods in the 1990s–2000sKarl Gustav Jöreskog
TypeItem bias detection / Bayesian inferenceHypothesis-testing latent variable model
Opprinnelig kildeSwaminathan, H., & Rogers, H. J. (1990). Detecting differential item functioning using logistic regression procedures. Journal of Educational Measurement, 27(4), 361–370. DOI ↗Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗
AliasBayesian DIF, Bayesian DIF analysis, Bayesian item bias detection, BDIFCFA, confirmatory FA, measurement model, restricted factor analysis
Relaterte54
SammendragBayesian differential item functioning analysis detects whether a test item behaves differently across demographic or cultural groups — such as males vs. females — after accounting for the underlying ability or trait being measured. It applies Bayesian IRT estimation to obtain posterior distributions of item parameters separately per group, then evaluates group differences with posterior credibility intervals or Bayes factors rather than classical p-values.Confirmatory factor analysis tests a researcher-specified factor structure against observed data. Unlike exploratory approaches, the researcher decides in advance which indicators load on which latent factor, and the model is evaluated by how closely the implied covariance matrix reproduces the sample covariance matrix. CFA is central to scale validation, construct validity assessment, and measurement invariance testing.
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ScholarGateSammenlign metoder: Bayesian Differential Item Functioning · Confirmatory factor analysis. Hentet 2026-06-15 fra https://scholargate.app/no/compare