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縦断的マクドナルドのオメガ×確認的因子分析(CFA)×クロンバックのα(信頼性分析)×
分野心理測定学心理測定学統計学
系統Latent structureLatent structureLatent structure
提唱年1999 (original omega); 2014 (longitudinal extension)19691951
提唱者McDonald (1999); extended to longitudinal contexts by Geldhof, Preacher, and Zyphur (2014) and subsequent authorsKarl Gustav JöreskogLee J. Cronbach
種類Reliability / internal consistency coefficientHypothesis-testing latent variable modelReliability / internal consistency coefficient
原典McDonald, R. P. (1999). Test Theory: A Unified Treatment. Lawrence Erlbaum Associates. ISBN: 978-0805830(textbook)Jöreskog, 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 ↗
別名longitudinal omega, omega longitudinal reliability, time-varying omega, repeated-measures omegaCFA, confirmatory FA, measurement model, restricted factor analysiscoefficient alpha, alpha reliability, internal consistency reliability, Güvenilirlik Analizi (Cronbach Alpha)
関連344
概要Longitudinal McDonald's omega estimates scale reliability separately at each measurement occasion in a panel or repeated-measures study. By fitting a confirmatory factor model at each wave, it tracks how consistently a set of items measures its target construct over time, detecting erosion or improvement in measurement quality that a single omnibus reliability coefficient would obscure.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.
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ScholarGate手法を比較: Longitudinal McDonald's omega · Confirmatory factor analysis · Cronbach's Alpha. 2026-06-19に以下より取得 https://scholargate.app/ja/compare