方法对比
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| 计算机自适应测验的麦克唐纳Omega系数× | 基于项目反应理论的计算机自适应测试 (CAT-IRT)× | |
|---|---|---|
| 领域 | 心理测量学 | 心理测量学 |
| 方法族 | Latent structure | Latent structure |
| 起源年份≠ | 1999 (omega); CAT application 2000s–2010s | 1970s–1980s |
| 提出者≠ | Roderick P. McDonald (omega); CAT-omega application extended by IRT and psychometric reliability researchers | Lord, F. M.; further developed by Wainer, van der Linden, and others |
| 类型≠ | Reliability coefficient for adaptive tests | Adaptive measurement / sequential testing |
| 开创性文献≠ | McDonald, R. P. (1999). Test Theory: A Unified Treatment. Lawrence Erlbaum Associates. ISBN: 978-0805830408 | Wainer, H. (Ed.). (2000). Computerized Adaptive Testing: A Primer (2nd ed.). Lawrence Erlbaum Associates. ISBN: 978-0805835113 |
| 别名 | CAT omega reliability, omega in adaptive testing, hierarchical omega for CAT, CAT composite reliability | CAT-IRT, adaptive testing, IRT-based CAT, computerized adaptive testing |
| 相关≠ | 5 | 4 |
| 摘要≠ | McDonald's omega adapted for computerized adaptive testing (CAT) quantifies the reliability of ability or trait estimates when different examinees answer different subsets of items. Unlike Cronbach's alpha, omega is grounded in a factor model, making it suitable for the heterogeneous item pools and variable test lengths that characterize adaptive administrations. | Computerized adaptive testing based on item response theory is a sequential measurement procedure in which a computer algorithm selects successive test items tailored to each examinee's estimated ability level. Drawing on IRT to model item characteristics and ability estimation, CAT delivers precise scores with far fewer items than fixed-length tests, making it efficient for high-stakes assessments, clinical screening, and large-scale surveys. |
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