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单词 Item response theory
释义

Item response theory

中文百科

项目反应理论

典型的Normal Ogive和Logistic为基础的ICC函数图像
Figure 1: Example of 3PL IRF, with dotted lines overlaid to demonstrate parameters.

IRT理论英语:Item Response Theory)又名项目反应理论,是一系列心理统计学模型的总称。IRT是用来分析考试成绩或者问卷调查数据的数学模型。这些模型的目标是来确定的潜在心理特征(latent trait)是否可以通过测试题被反应出来,以及测试题和被测试者之间的互动关系。目前广泛应用在心理和教育测量领域。

英语百科

Item response theory 项目反应理论

Figure 1: Example of 3PL IRF, with dotted lines overlaid to demonstrate parameters.
典型的Normal Ogive和Logistic为基础的ICC函数图像

In psychometrics, item response theory (IRT), also known as latent trait theory, strong true score theory, or modern mental test theory, is a paradigm for the design, analysis, and scoring of tests, questionnaires, and similar instruments measuring abilities, attitudes, or other variables. Unlike simpler alternatives for creating scales evaluating questionnaire responses it does not assume that each item is equally difficult. This distinguishes IRT from, for instance, the assumption in Likert scaling that "All items are assumed to be replications of each other or in other words items are considered to be parallel instruments" (p. 197). By contrast, item response theory treats the difficulty of each item (the ICCs) as information to be incorporated in scaling items. ICC stands for item characteristic curve.

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