心理科学 ›› 2012, Vol. 35 ›› Issue (6): 1497-1501.

• 统计与测量 • 上一篇    下一篇

群体水平IRT模型及其应用——兼与IRT的比较

蔡艳1,丁树良1,涂冬波1,戴海琦2   

  1. 1. 江西师范大学
    2. 江西南昌市紫阳大道99号江西师范大学心理学院
  • 收稿日期:2011-05-04 修回日期:2011-12-02 出版日期:2012-11-20 发布日期:2012-11-20
  • 通讯作者: 丁树良

The application and comparison of group-level item response theory model and IRT model

  • Received:2011-05-04 Revised:2011-12-02 Online:2012-11-20 Published:2012-11-20

摘要:

传统上,群体评估都是以个体的评估结果的平均值为基础进行的。而群体水平IRT理论则可以避开对个体的评估,直接实现对群体的评估,它具有许多传统方法难以企及的优点。本文将群体水平IRT模型应用于2007年某省高考英语阅读理解的410所学校的能力评估,评估结果发现:410所学校的英语阅读理解能力几乎都在[-1,1]区间内,没有能力极高或极低的学校。对这些学校而言,测验中所有项目的难度较易,区分度适中。所有的评估结果与IRT模型的评估结果在 的水平上相关显著,表明GIRT模型在实践中是可以选择的一种群体评估方法。

关键词: GIRT模型, 矩阵抽样, 群体水平项目参数, 学校能力

Abstract:

Traditionally the assessment of group is based on the assessment of individual, which is the mean of them. Now a new method, group-level IRT, which had more advantages over IRT, can realize the assessment of group without the individual assessment. This paper tried to apply the GIRT model into the assessment on English reading comprehension ability about school. Findings showed: All school abilities were almost within the internal [-1,1], there were no extreme ability values. When all schools were classified into three types according to the rules of this province, the mean of school abilities of them were different significantly. For school, almost all items were easy and had moderate discrimination. For students, all items were also easy, but they had good discrimination as a whole. Furthermore, the assessment consequences of school between GIRT and IRT were significant correlated, and they were also significant correlated with the mean scores of school. It could verified that the item parameters of student-level and group-level were significant correlated, which identified that the function relationships between the items parameters of GIRT and IRT model were existed. All these mean that GIRT model was a feasible group assessment method in practice.

Key words: group-level IRT model, matrix sample, group-level item parameters, school ability