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Coeficient de fiabilitat Omega (ω) de McDonald×Anàlisi Factorial Confirmatòria (CFA)×Anàlisi de Fiabilitat (Alpha de Cronbach)×Anàlisi Factorial Exploratòria (EFA)×
CampPsicometriaPsicometriaEstadísticaEstadística
FamíliaLatent structureLatent structureLatent structureLatent structure
Any d'origen199919691951
Autor originalRoderick P. McDonaldKarl Gustav JöreskogLee J. Cronbach
TipusReliability coefficient / latent variable modelHypothesis-testing latent variable modelReliability / internal consistency coefficientLatent variable / dimension reduction
Font seminalMcDonald, R. P. (1999). Test Theory: A Unified Treatment. Lawrence Erlbaum Associates. ISBN: 978-0805830750Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334. DOI ↗Fabrigar, 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 ↗
Àliesomega reliability, ω coefficient, omega total, omega hierarchicalCFA, confirmatory FA, measurement model, restricted factor analysiscoefficient alpha, alpha reliability, internal consistency reliability, Güvenilirlik Analizi (Cronbach Alpha)common factor analysis, açımlayıcı faktör analizi, factor analysis
Relacionats6444
ResumMcDonald'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.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.Cronbach's alpha is a coefficient of internal consistency that quantifies the degree to which a set of items on a scale measures the same underlying construct. Introduced by Lee J. Cronbach in 1951, it remains the most widely reported reliability index in social-science, health, and educational research.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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ScholarGateCompara mètodes: McDonald's Omega · Confirmatory factor analysis · Cronbach's Alpha · EFA. Recuperat el 2026-06-18 de https://scholargate.app/ca/compare