Сравнение методов
Просматривайте выбранные методы рядом; строки с различиями подсвечены.
| Тестирование инвариантности измерений в многогрупповых выборках× | Структурное моделирование (Structural Equation Modeling)× | |
|---|---|---|
| Область≠ | Психометрия | Статистика исследований |
| Семейство≠ | Latent structure | Process / pipeline |
| Год появления≠ | 1971–1993 | 1921 |
| Автор метода≠ | Jöreskog, K. G. (1971); Meredith, W. (1993) | Sewall Wright |
| Тип≠ | Model comparison / hypothesis testing | Method |
| 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 ↗ | Jöreskog, K. G., & Sörbom, D. (1973). LISREL: A general computer program for estimating a linear structural equation system. Research Bulletin 73-5. University of Stockholm. link ↗ |
| Другие названия | measurement invariance, factorial invariance, cross-group invariance, MI testing | SEM, path analysis, latent variable modeling, causal modeling |
| Связанные≠ | 6 | 3 |
| 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. | Structural equation modeling (SEM) is a comprehensive statistical framework combining path analysis (Sewall Wright, 1921) and confirmatory factor analysis to test complex causal models linking observed and latent variables. Formalized by Jöreskog (1973) with LISREL software, SEM enables simultaneous estimation of measurement relationships (how variables measure latent constructs) and structural relationships (how constructs influence outcomes), making it powerful for theory testing in psychology, epidemiology, organizational research, and health sciences where complex mediation, moderation, and latent processes require integrated analysis. |
| ScholarGateНабор данных ↗ |
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