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概化理论(G-Theory)×二参数逻辑IRT模型 (2PL)×克朗巴赫α系数(信度分析)×
领域心理测量学心理测量学统计学
方法族Latent structureLatent structureLatent structure
起源年份196319801951
提出者Lee J. Cronbach and colleaguesFrederic M. LordLee J. Cronbach
类型ANOVA-based variance-component frameworkItem response model / latent trait modelReliability / internal consistency coefficient
开创性文献Brennan, R. L. (2001). Generalizability Theory. Springer. link ↗Lord, F. M. (1980). Applications of Item Response Theory to Practical Testing Problems. Erlbaum. link ↗Cronbach, L. J. (1951). Coefficient alpha and the internal structure of tests. Psychometrika, 16(3), 297–334. DOI ↗
别名Generalizability Theory, G-Study / D-Study framework, Genellenebilirlik Kuramı (G-Kuramı)two-parameter logistic model, 2PL model, 2PL IRT — İki Parametreli Madde Tepki Modelicoefficient alpha, alpha reliability, internal consistency reliability, Güvenilirlik Analizi (Cronbach Alpha)
相关664
摘要Generalizability Theory, developed by Lee J. Cronbach and colleagues in the 1960s and formalised by Brennan (2001), is an ANOVA-based framework that extends Classical Test Theory by decomposing observed score variance into multiple, separately identified sources of measurement error — such as raters, tasks, occasions, or items — rather than bundling all error into a single undifferentiated term.The two-parameter logistic item response model, formalised by Frederic Lord (1980), describes the probability that a respondent answers a binary test item correctly as a smooth S-shaped function of the respondent's latent ability. By estimating a separate discrimination parameter for each item alongside a difficulty parameter, 2PL allows items to differ in how sharply they distinguish high- from low-ability respondents — making it the standard model for large-scale educational and psychological assessments.Cronbach's alpha is a coefficient of internal consistency that quantifies the degree to which a set of items on a scale measures the same underlying construct. Introduced by Lee J. Cronbach in 1951, it remains the most widely reported reliability index in social-science, health, and educational research.
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ScholarGate方法对比: G-Theory · 2PL IRT · Cronbach's Alpha. 于 2026-06-20 检索自 https://scholargate.app/zh/compare