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使用二分法Rasch模型分析多分类项目。

Using the dichotomous Rasch model to analyze polytomous items.

作者信息

He Qingping, Wheadon Chris

机构信息

Office of Qualifications and Examinations Regulation, UK.

出版信息

J Appl Meas. 2013;14(1):44-56.

Abstract

One of the most important applications of the Rasch measurement models in educational assessment is the equating of tests. An important feature of attainment tests is the use of both dichotomous and polytomous items. The partial credit model (PCM) developed by Masters (1982) represents an extension of the dichotomous Rasch model for analysing polytomous item data. The dichotomous Rasch model has been used primarily to analyse dichotomous item data. Whilst the partial credit model can provide detailed information on the performance of individual score categories of polytomous items, it is mathematically more complex to use than the dichotomous Rasch model and can, under certain circumstances, present difficulties in interpreting item measures and in practical applications. This study explores the potential of using the dichotomous Rasch model to analyse polytomous items and equate tests. Results obtained from a simulation study and from analysing the data of a science achievement test indicate that the partial credit model and the dichotomous Rasch model produce similar item and person measures and equivalent cut scores on different test forms.

摘要

拉施测量模型在教育评估中最重要的应用之一是测验等值。成就测验的一个重要特点是同时使用二分法和多分法项目。马斯特斯(1982年)开发的部分计分模型(PCM)是用于分析多分法项目数据的二分法拉施模型的扩展。二分法拉施模型主要用于分析二分法项目数据。虽然部分计分模型可以提供关于多分法项目各个分数类别的表现的详细信息,但它在数学上比二分法拉施模型更复杂,并且在某些情况下,在解释项目测量值和实际应用中会出现困难。本研究探讨了使用二分法拉施模型分析多分法项目和进行测验等值的潜力。模拟研究和对一项科学成就测验数据的分析结果表明,部分计分模型和二分法拉施模型在不同测验形式上产生相似的项目和人员测量值以及等效的切割分数。

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