Порівняння методів
Переглядайте обрані методи поруч; рядки з відмінностями підсвічено.
| Конфірматорний факторний аналіз (КФА)× | Медіаційний аналіз× | |
|---|---|---|
| Галузь≠ | Психометрія | Статистика |
| Родина≠ | Latent structure | Hypothesis test |
| Рік появи≠ | 1969 | 1986 |
| Автор методу≠ | Karl Gustav Jöreskog | Baron & Kenny |
| Тип≠ | Hypothesis-testing latent variable model | Indirect effects / path test |
| Основоположне джерело≠ | Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗ | Baron, R. M. & Kenny, D. A. (1986). The moderator-mediator variable distinction in social psychological research. Journal of Personality and Social Psychology, 51(6), 1173–1182. link ↗ |
| Інші назви | CFA, confirmatory FA, measurement model, restricted factor analysis | indirect effects analysis, path-based mediation, PROCESS macro mediation, Aracılık Analizi (Mediation / PROCESS) |
| Пов'язані≠ | 4 | 5 |
| Підсумок≠ | 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. | Mediation analysis is a statistical procedure that tests whether the effect of an independent variable X on an outcome Y operates wholly or partly through a third variable M, called the mediator. Formalised by Baron and Kenny in 1986, it decomposes the total effect of X on Y into a direct path (c′) and an indirect path (a × b), quantifying how much of the relationship is carried by the mediating mechanism. |
| ScholarGateНабір даних ↗ |
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