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Mitmetasandiline diferentsiaalne üksuse toimimine (Multilevel DIF)×Eristusfunktsioneerimine (DIF)×
ValdkondPsühhomeetriaPsühhomeetria
PerekondLatent structureLatent structure
Tekkeaasta20011970s–1993
LoojaKamata (2001) and subsequent multilevel IRT/DIF literatureWilliam H. Angoff and colleagues (ETS); systematized by Holland & Wainer
TüüpBias detection / multilevel measurement modelItem-level bias detection
AlgallikasFrench, B. F., & Finch, W. H. (2008). Multigroup confirmatory factor analysis: Locating the invariant referent sets. Structural Equation Modeling: A Multidisciplinary Journal, 15(1), 96–113. DOI ↗Holland, P. W. & Wainer, H. (Eds.) (1993). Differential Item Functioning. Lawrence Erlbaum Associates. ISBN: 978-0805809589
Rööpnimetusedmultilevel DIF, hierarchical DIF analysis, cross-level DIF, ML-DIFDIF, item bias analysis, measurement non-equivalence, item-level measurement bias
Seotud55
KokkuvõteMultilevel DIF analysis detects whether individual test or survey items function differently across groups when respondents are clustered within higher-level units — such as students nested in schools, employees in organizations, or patients in clinics. By accounting for hierarchical data structure, it separates genuine item bias from artificial DIF signals caused by ignoring clustering.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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ScholarGateVõrdle meetodeid: Multilevel Differential Item Functioning · Differential Item Functioning. Loetud 2026-06-15 aadressilt https://scholargate.app/et/compare