Сравнение методов
Просматривайте выбранные методы рядом; строки с различиями подсвечены.
| Продольная омега Макдональда× | Конфирматорный факторный анализ (КФА)× | Альфа Кронбаха (анализ надежности)× | |
|---|---|---|---|
| Область≠ | Психометрия | Психометрия | Статистика |
| Семейство | Latent structure | Latent structure | Latent structure |
| Год появления≠ | 1999 (original omega); 2014 (longitudinal extension) | 1969 | 1951 |
| Автор метода≠ | McDonald (1999); extended to longitudinal contexts by Geldhof, Preacher, and Zyphur (2014) and subsequent authors | Karl Gustav Jöreskog | Lee J. Cronbach |
| Тип≠ | Reliability / internal consistency coefficient | Hypothesis-testing latent variable model | Reliability / internal consistency coefficient |
| Основополагающий источник≠ | 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 ↗ |
| Другие названия | longitudinal omega, omega longitudinal reliability, time-varying omega, repeated-measures omega | CFA, confirmatory FA, measurement model, restricted factor analysis | coefficient alpha, alpha reliability, internal consistency reliability, Güvenilirlik Analizi (Cronbach Alpha) |
| Связанные≠ | 3 | 4 | 4 |
| Сводка≠ | 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. |
| ScholarGateНабор данных ↗ |
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