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맥도날드 오메가(ω) 신뢰도 계수×탐색적 요인 분석 (EFA)×
분야심리측정학통계학
계열Latent structureLatent structure
기원 연도1999
창시자Roderick P. McDonald
유형Reliability coefficient / latent variable modelLatent variable / dimension reduction
원전McDonald, R. P. (1999). Test Theory: A Unified Treatment. Lawrence Erlbaum Associates. ISBN: 978-0805830750Fabrigar, L. R., Wegener, D. T., MacCallum, R. C. & Strahan, E. J. (1999). Evaluating the use of exploratory factor analysis in psychological research. Psychological Methods, 4(3), 272–299. DOI ↗
별칭omega reliability, ω coefficient, omega total, omega hierarchicalcommon factor analysis, açımlayıcı faktör analizi, factor analysis
관련64
요약McDonald's omega is a factor-analysis-based reliability coefficient introduced by Roderick P. McDonald (1999) that quantifies the internal consistency of a composite score without requiring the restrictive assumption that all items contribute equally to the latent factor. It yields two complementary indices: ω_total, which captures overall reliability of the sum score, and ω_hierarchical (ωh), which reports how much of the composite's variance is explained specifically by a single general factor.Exploratory factor analysis reduces a large set of observed variables into a smaller number of latent common factors. It is widely used in scale development and psychometrics to uncover the dimensional structure that underlies a set of correlated items, without specifying that structure in advance.
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