Centering, Scale Indeterminacy, and Differential Item Functioning Detection in Hierarchical Generalized Linear and Generalized Linear Mixed Models

被引：6
|
作者：
Cheong, Yuk Fai [1 ]
Kamata, Akihito [2 ]
机构：
[1] Emory Univ, Div Educ Studies, Atlanta, GA 30322 USA
[2] Univ Oregon, Dept Educ Methodol Policy & Leadership, Eugene, OR 97403 USA
来源：
APPLIED MEASUREMENT IN EDUCATION | 2013年 / 26卷 / 04期
关键词：
D O I：
10.1080/08957347.2013.824453
中图分类号：
G40 [教育学];
学科分类号：
040101 ; 120403 ;
摘要：
In this article, we discuss and illustrate two centering and anchoring options available in differential item functioning (DIF) detection studies based on the hierarchical generalized linear and generalized linear mixed modeling frameworks. We compared and contrasted the assumptions of the two options, and examined the properties of their DIF estimates with a simulation study. For reference purposes, the results were compared to those obtained from using the Mantel-Haenszel procedure as well. Finally, we discuss some implications regarding the choice of model parameterizations for DIF detection using these frameworks.
引用
收藏
页码：233 / 252
页数：20
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