Порівняння методів
Переглядайте обрані методи поруч; рядки з відмінностями підсвічено.
| Ординарний експлораторний факторний аналіз× | Альфа Кронбаха (Аналіз надійності)× | |
|---|---|---|
| Галузь≠ | Психометрія | Статистика |
| Родина | Latent structure | Latent structure |
| Рік появи≠ | 1978–1984 | 1951 |
| Автор методу≠ | Bengt Muthén | Lee J. Cronbach |
| Тип≠ | Latent variable / dimension reduction | Reliability / internal consistency coefficient |
| Основоположне джерело≠ | Flora, D. B. & Curran, P. J. (2004). An empirical evaluation of alternative methods of estimation for confirmatory factor analysis with ordinal data. Psychological Methods, 9(4), 466–491. DOI ↗ | Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334. DOI ↗ |
| Інші назви | ordinal factor analysis, polychoric EFA, categorical EFA, EFA for ordinal data | coefficient alpha, alpha reliability, internal consistency reliability, Güvenilirlik Analizi (Cronbach Alpha) |
| Пов'язані≠ | 5 | 4 |
| Підсумок≠ | Ordinal exploratory factor analysis discovers latent factors underlying a set of ordinal items — typically Likert scales — by computing polychoric correlations among the items and then applying a weighted least squares estimator. It avoids the distortions that arise when continuous EFA methods are naively applied to ordered categorical responses. | 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. |
| ScholarGateНабір даних ↗ |
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