Сравнение методов
Просматривайте выбранные методы рядом; строки с различиями подсвечены.
| Тестирование инвариантности измерений в многогрупповых выборках× | Многогрупповой исследовательский факторный анализ (MGEFA)× | |
|---|---|---|
| Область | Психометрия | Психометрия |
| Семейство | Latent structure | Latent structure |
| Год появления≠ | 1971–1993 | 1981 |
| Автор метода≠ | Jöreskog, K. G. (1971); Meredith, W. (1993) | Muthén & Christoffersson |
| Тип≠ | Model comparison / hypothesis testing | Latent variable / multi-group dimension reduction |
| Основополагающий источник≠ | Vandenberg, R. J. & Lance, C. E. (2000). A review and synthesis of the measurement invariance literature: Suggestions, practices, and recommendations for organizational research. Organizational Research Methods, 3(1), 4–70. DOI ↗ | Muthén, B. & Christoffersson, A. (1981). Simultaneous factor analysis of dichotomous variables in several groups. Psychometrika, 46(4), 407–419. DOI ↗ |
| Другие названия | measurement invariance, factorial invariance, cross-group invariance, MI testing | MGEFA, multi-sample exploratory factor analysis, simultaneous EFA across groups, exploratory factor analysis with multiple groups |
| Связанные | 6 | 6 |
| Сводка≠ | Multi-group measurement invariance testing examines whether a latent construct is measured in the same way across two or more distinct groups — such as cultures, genders, or age cohorts. It is a prerequisite for meaningful group comparisons of latent means or relationships, ensuring that observed score differences reflect true differences rather than measurement artifacts. | Multi-group exploratory factor analysis estimates the latent factor structure of a set of items separately within each of two or more groups and then examines whether the discovered structures are consistent across groups. It is used to explore dimensionality before imposing invariance constraints, and to diagnose group-specific factor patterns that would invalidate cross-group comparisons. |
| ScholarGateНабор данных ↗ |
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