Võrdle meetodeid
Vaata valitud meetodeid kõrvuti; erinevad read on esile tõstetud.
| Rule Space Methodology× | Kognitiivse diagnoosimisega arvutipõhine adaptiivne testimine× | DINO mudel× | |
|---|---|---|---|
| Valdkond | Psühhomeetria | Psühhomeetria | Psühhomeetria |
| Perekond | Latent structure | Latent structure | Latent structure |
| Tekkeaasta≠ | 1983 | 2007 | 2006 |
| Looja≠ | Kikumi K. Tatsuoka | Xueli Xu, Jean-Paul Fox | James Templin, Russell Henson |
| Tüüp≠ | IRT-based diagnostic classification | Skill-adaptive testing with psychometric diagnostic classification | Disjunctive latent class model |
| Algallikas≠ | Hartz, S. M. (2002). A Bayesian framework for the unified treatment of assessing dimensionality, assessing local dependence, and estimating ability for unidimensional and multidimensional item response data. Unpublished doctoral dissertation, University of Illinois at Urbana-Champaign. link ↗ | Choi, K. M., Lee, Y. S., & Park, Y. S. (2015). What CDM can tell about examinees' strengths and weaknesses: Cognitive diagnostic information in TIMSS. Journal of Educational Evaluation for Policy Analysis, 24(1), 79-100. link ↗ | Templin, J., & Henson, R. A. (2006). Measurement of psychological disorders using cognitive diagnosis models. Psychological Methods, 11(3), 287-305. DOI ↗ |
| Rööpnimetused | RSM | CD-CAT | DINO |
| Seotud≠ | 5 | 5 | 4 |
| Kokkuvõte≠ | Rule Space Methodology (RSM) is a diagnostic classification approach developed by Tatsuoka (1983) that uses Item Response Theory and geometric methods to classify examinees into knowledge states based on their response patterns. Unlike classical scoring, RSM identifies which specific skills or competencies an examinee possesses or lacks, enabling targeted educational interventions. | Cognitive Diagnostic Computerized Adaptive Testing (CD-CAT) combines computerized adaptive testing (CAT) with cognitive diagnostic models (CDMs) to efficiently assess students' specific skill profiles. Rather than producing a single overall ability score, CD-CAT adaptively selects items to quickly identify which skills a student has mastered and which need development. | The DINO Model (Deterministic Inputs, Noisy Outputs—Disjunctive) is a cognitive diagnostic model that relaxes DINA's conjunctive (AND) skill requirement logic. DINO assumes an examinee only needs to master one of multiple possible skill pathways to answer an item correctly, making it suitable for scenarios where skills are substitutable or alternative routes to success exist. |
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