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다집단 문항 반응 함수 (MG-DIF)×다집단 문항 반응 이론(Multi-Group Item Response Theory, MG-IRT)×
분야심리측정학심리측정학
계열Latent structureLatent structure
기원 연도1980s-1990s1990s
창시자Shealy & Stout (SIBTEST framework); Lord (IRT-based DIF)Multiple contributors; formalized by Birnbaum (1968) for IRT; multi-group extensions developed through 1980s–1990s
유형Measurement bias detectionLatent trait / measurement invariance
원전Millsap, R. E. (2012). Statistical Approaches to Measurement Invariance. Routledge. ISBN: 978-1848728936Embretson, S. E. & Reise, S. P. (2000). Item Response Theory for Psychologists. Lawrence Erlbaum Associates. ISBN: 978-0805828191
별칭MG-DIF, multi-group DIF, differential item functioning across groups, multiple-group DIF analysisMG-IRT, multiple-group IRT, multi-group latent trait model, IRT across groups
관련66
요약Multi-group differential item functioning examines whether test or scale items function equivalently across three or more distinct groups — such as gender, ethnicity, or country — after matching respondents on the underlying trait being measured. Items that behave differently across groups threaten fair measurement and valid score comparisons.Multi-group item response theory fits IRT models simultaneously across two or more defined groups — such as males and females, or different cultural samples — to determine whether item parameters are invariant across those groups. It is the primary IRT-based framework for testing measurement equivalence and detecting differential item functioning (DIF) at the model level.
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ScholarGate방법 비교: Multi-group Differential Item Functioning · Multi-group item response theory. 2026-06-18에 다음에서 검색함: https://scholargate.app/ko/compare