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| Đánh giá kiểm tra sàng lọc thích ứng× | Lý thuyết Ứng đáp Câu hỏi (IRT)× | |
|---|---|---|
| Lĩnh vực≠ | Dịch tễ học | Trắc lượng tâm lý |
| Họ≠ | Process / pipeline | Latent structure |
| Năm ra đời≠ | 1980s–1990s (formal adaptive screening frameworks) | 1952–1968 |
| Người khởi xướng≠ | Lord, F. M. (IRT foundations); Wainer & colleagues (CAT adaptation to screening) | Frederic M. Lord (and Allan Birnbaum for the 2PL/3PL models) |
| Loại≠ | Psychometric evaluation method | Probabilistic measurement model |
| Công trình gốc≠ | Wainer, H., Dorans, N. J., Flaugher, R., Green, B. F., & Mislevy, R. J. (2000). Computerized Adaptive Testing: A Primer (2nd ed.). Lawrence Erlbaum Associates. ISBN: 978-0805835113 | Lord, F. M. & Novick, M. R. (1968). Statistical Theories of Mental Test Scores. Addison-Wesley. link ↗ |
| Tên gọi khác | adaptive screening, computerized adaptive screening, tailored screening test evaluation, CAT-based screening evaluation | IRT, latent trait theory, item characteristic curve theory, modern test theory |
| Liên quan≠ | 3 | 5 |
| Tóm tắt≠ | Adaptive screening test evaluation is a psychometric and epidemiological framework for designing and assessing screening instruments whose item selection or stopping rules adjust dynamically to each respondent's response pattern. Rooted in item response theory (IRT) and computerized adaptive testing (CAT), the method uses real-time ability or severity estimates to present only the most informative items, then evaluates the resulting screening decisions against a clinical reference standard using standard diagnostic accuracy metrics. | 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. |
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