手法を比較
選択した手法を並べて確認できます。異なる行はハイライト表示されます。
| 縦断項目反応理論（LIRT）× | 項目応答理論 (IRT)× | |
|---|---|---|
| 分野 | 心理測定学 | 心理測定学 |
| 系統 | Latent structure | Latent structure |
| 提唱年≠ | 1991 | 1952–1968 |
| 提唱者≠ | Susan E. Embretson | Frederic M. Lord (and Allan Birnbaum for the 2PL/3PL models) |
| 種類≠ | Latent trait / longitudinal psychometric model | Probabilistic measurement model |
| 原典≠ | Embretson, S. E. (1991). A multidimensional latent trait model for measuring learning and change. Psychometrika, 56(3), 495–515. DOI ↗ | Lord, F. M. & Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley. link ↗ |
| 別名 | LIRT, longitudinal IRT, repeated-measures IRT, dynamic item response modeling | IRT, latent trait theory, item characteristic curve theory, modern test theory |
| 関連≠ | 4 | 5 |
| 概要≠ | Longitudinal IRT extends classical item response theory to data collected at multiple time points, allowing researchers to model both the initial latent trait level and its change over time. It is used in educational assessment, clinical trials, and panel studies where the same items or item banks are administered repeatedly to the same individuals. | Item response theory models the probability that a respondent answers an item correctly (or endorses it) as a function of the respondent's latent trait level and the item's own statistical properties — difficulty, discrimination, and guessing. Unlike classical test theory, IRT places persons and items on the same scale, yielding measurement that is sample-independent for items and test-independent for persons. |
| ScholarGateデータセット ↗ |
|
|