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| Phân tích nhân tố khẳng định (Confirmatory Factor Analysis - CFA)× | Phân tích Cronbach's Alpha (Độ tin cậy)× | Độ tin cậy giữa những người đánh giá (hệ số kappa của Cohen và ICC)× | |
|---|---|---|---|
| Lĩnh vực≠ | Trắc lượng tâm lý | Thống kê | Trắc lượng tâm lý |
| Họ | Latent structure | Latent structure | Latent structure |
| Năm ra đời≠ | 1969 | 1951 | 1960 (kappa); 1979 (ICC) |
| Người khởi xướng≠ | Karl Gustav Jöreskog | Lee J. Cronbach | Cohen (kappa, 1960); Shrout & Fleiss (ICC, 1979) |
| Loại≠ | Hypothesis-testing latent variable model | Reliability / internal consistency coefficient | Reliability / agreement analysis |
| Công trình gốc≠ | Jöreskog, K. G. (1969). A general approach to confirmatory maximum likelihood factor analysis. Psychometrika, 34(2), 183–202. DOI ↗ | Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334. DOI ↗ | Cohen, J. (1960). A Coefficient of Agreement for Nominal Scales. Educational and Psychological Measurement, 20(1), 37–46. DOI ↗ |
| Tên gọi khác≠ | CFA, confirmatory FA, measurement model, restricted factor analysis | coefficient alpha, alpha reliability, internal consistency reliability, Güvenilirlik Analizi (Cronbach Alpha) | inter-rater reliability, interrater agreement, rater agreement, Değerlendiriciler Arası Güvenilirlik (Cohen's κ, ICC) |
| Liên quan≠ | 4 | 4 | 6 |
| Tóm tắt≠ | 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. | 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. | Interrater reliability quantifies the degree to which two or more independent raters produce consistent scores when evaluating the same individuals or products. The family encompasses Cohen's kappa, introduced in 1960 for categorical judgments, and the Intraclass Correlation Coefficient (ICC) for continuous ratings, together spanning most measurement scenarios encountered in behavioral, health, and educational research. |
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