Порівняння методів
Переглядайте обрані методи поруч; рядки з відмінностями підсвічено.
| Порядкова конвергентна валідність× | Порядкова конфірматорна факторна аналіз× | |
|---|---|---|
| Галузь | Психометрія | Психометрія |
| Родина | Latent structure | Latent structure |
| Рік появи≠ | 1959 (validity framework); ordinal adaptation 1990s–2000s | 1984 |
| Автор методу≠ | Polychoric/tetrachoric correlation tradition (Pearson, 1900s); validity framework formalized by Campbell & Fiske (1959) | Bengt O. Muthén |
| Тип≠ | Validity assessment | Latent variable / structural |
| Основоположне джерело≠ | Rhemtulla, M., Brosseau-Liard, P. E., & Savalei, V. (2012). When can categorical variables be treated as continuous? A comparison of robust continuous and categorical SEM estimation methods under suboptimal conditions. Psychological Methods, 17(3), 354–373. DOI ↗ | 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 ↗ |
| Інші назви | OCV, convergent validity for ordinal scales, polychoric convergent validity, ordinal AVE | CFA for ordinal data, polychoric CFA, WLSMV CFA, categorical CFA |
| Пов'язані≠ | 6 | 5 |
| Підсумок≠ | Ordinal convergent validity assesses the degree to which indicators of the same latent construct correlate strongly with each other when those indicators are measured on ordinal (e.g., Likert-type) scales. It adapts standard convergent validity procedures — factor loadings, average variance extracted, and HTMT ratios — to account for the discrete, bounded nature of ordinal response categories using polychoric correlations and ordinal-appropriate estimation methods. | Ordinal confirmatory factor analysis (Ordinal CFA) tests a pre-specified factor structure when the observed indicators are ordinal — typically Likert-type survey items. By using polychoric correlations and robust estimators such as WLSMV, it avoids the bias that arises from treating categorical responses as continuous. |
| ScholarGateНабір даних ↗ |
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