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Bayesovské diferenciálne fungovanie položky (Bayesian DIF)×Diferenciované fungovanie položky (DIF)×
OdborPsychometriaPsychometria
RodinaLatent structureLatent structure
Rok vzniku1990s–2000s1970s–1993
TvorcaH. Swaminathan & H. J. Rogers (classical DIF); Bayesian extensions developed through Markov chain Monte Carlo IRT methods in the 1990s–2000sWilliam H. Angoff and colleagues (ETS); systematized by Holland & Wainer
TypItem bias detection / Bayesian inferenceItem-level bias detection
Pôvodný zdrojSwaminathan, H., & Rogers, H. J. (1990). Detecting differential item functioning using logistic regression procedures. Journal of Educational Measurement, 27(4), 361–370. DOI ↗Holland, P. W. & Wainer, H. (Eds.) (1993). Differential Item Functioning. Lawrence Erlbaum Associates. ISBN: 978-0805809589
Ďalšie názvyBayesian DIF, Bayesian DIF analysis, Bayesian item bias detection, BDIFDIF, item bias analysis, measurement non-equivalence, item-level measurement bias
Príbuzné55
ZhrnutieBayesian 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.Differential item functioning identifies test or survey items that behave differently for examinees from different groups — such as gender, ethnicity, or language background — after controlling for the underlying ability or trait being measured. DIF analysis is essential for fairness evaluation in educational testing and psychological scale development.
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ScholarGatePorovnať metódy: Bayesian Differential Item Functioning · Differential Item Functioning. Získané 2026-06-15 z https://scholargate.app/sk/compare