Krahasoni metodat
Shqyrtoni metodat e zgjedhura krah për krah; rreshtat që ndryshojnë janë të theksuar.
| Vlefshmëria diskriminuese ordinale× | Analiza Ordinale Eksploratore e Faktorëve× | |
|---|---|---|
| Fusha | Psikometri | Psikometri |
| Familja | Latent structure | Latent structure |
| Viti i origjinës≠ | 1959 (concept); 2000s–2010s (ordinal adaptations) | 1978–1984 |
| Krijuesi≠ | Campbell & Fiske (discriminant validity concept); adapted for ordinal data by subsequent psychometricians | Bengt Muthén |
| Lloji≠ | Validity assessment | Latent variable / dimension reduction |
| Burimi themelues≠ | Campbell, D. T., & Fiske, D. W. (1959). Convergent and discriminant validation by the multitrait-multimethod matrix. Psychological Bulletin, 56(2), 81–105. 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 ↗ |
| Emërtime të tjera | discriminant validity for ordinal data, polychoric discriminant validity, ordinal HTMT, ordinal AVE-based discriminant validity | ordinal factor analysis, polychoric EFA, categorical EFA, EFA for ordinal data |
| Të lidhura≠ | 6 | 5 |
| Përmbledhja≠ | Ordinal discriminant validity assesses whether a latent construct measured by ordinal (Likert-type) items is empirically distinct from other constructs in the same instrument. It applies polychoric correlations and ordinal-appropriate factor loadings to standard discriminant validity criteria such as the Fornell-Larcker rule and the Heterotrait-Monotrait ratio (HTMT), ensuring that validity conclusions are not distorted by the non-continuous nature of ordered-response data. | Ordinal exploratory factor analysis discovers latent factors underlying a set of ordinal items — typically Likert scales — by computing polychoric correlations among the items and then applying a weighted least squares estimator. It avoids the distortions that arise when continuous EFA methods are naively applied to ordered categorical responses. |
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