Differential item functioning detection and effect size: A comparison between logistic regression and Mantel-Haenszel procedures

Hidalgo MD; Lopez-Pina JA

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Differential item functioning detection and effect size: A comparison between logistic regression and Mantel-Haenszel procedures

机译：差异项功能检测和效应大小：逻辑回归与Mantel-Haenszel程序之间的比较

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This article compares several procedures in their efficacy for detecting differential item functioning (DIF): logistic regression analysis, the Mantel-Haenszel (MH) procedure, and the modified Mantel-Haenszel procedure by Mazor, Clauser, and Hambleton. It also compares the effect size measures that these procedures provide. In this study, different conditions of item parameters (difficulty and discrimination) and DIF magnitude were manipulated. Furthermore, both uniform and nonuniform DIF conditions were simulated. Results suggest that logistic regression analysis generally detected more items with DIF than the standard MH procedure and the modified MH procedure for symmetrical nonuniform DIF. The DIF effect size measures based on logistic regression, however, appeared to be insensitive to the specified DIF conditions.

机译：本文比较了几种程序在检测差异项功能（DIF）方面的功效：逻辑回归分析，Mantel-Haenszel（MH）程序以及Mazor，Clauser和Hambleton修改后的Mantel-Haenszel程序。它还比较了这些程序提供的效果大小度量。在这项研究中，操纵了不同的项目参数条件（难度和区分度）和DIF大小。此外，模拟了均匀和非均匀DIF条件。结果表明，与对称MH不均匀DIF的标准MH方法和改良MH方法相比，逻辑回归分析通常检测到的DIF项目更多。但是，基于逻辑回归的DIF效应大小度量似乎对指定的DIF条件不敏感。

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《Educational and Psychological Measurement》 |2004年第6期|共13页
作者
Hidalgo MD; Lopez-Pina JA;
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正文语种 eng
中图分类教育心理学;
关键词
differential item functioning; Mantel-Haenszel statistic; logistic regression analysis; effect size measures; SAMPLE-SIZE; I ERROR; IDENTIFICATION; PERFORMANCE; DIF;

机译：差异项功能;Mantel-Haenszel统计量;逻辑回归分析;效应量测度;样本大小;I误差;识别;性能;DIF;

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1. Differential item functioning detection and effect size: A comparison between logistic regression and Mantel-Haenszel procedures [J] . Hidalgo MD, Lopez-Pina JA Educational and Psychological Measurement . 2004,第6期

机译：差异项功能检测和效应大小：逻辑回归与Mantel-Haenszel程序之间的比较
2. Determination of a Differential Item Functioning Procedure Using the Hierarchical Generalized Linear Model: A Comparison Study With Logistic Regression and Likelihood Ratio Procedure [J] . T??lin Acar SAGE Open . 2012,第1期

机译：使用分层广义线性模型确定差异项功能程序：与Logistic回归和似然比程序的比较研究
3. Differential Item Functioning in Grade 8 Math Using Logistic Regression, Mantel-Haenszel and Logical Data Analysis [J] . Jonas P. Villas Journal of Education and Practice . 2019,第12期

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5. Item Discrimination and Type I Error Rates in DIF Detection Using the Mantel-Haenszel and Logistic Regression Procedures. [D] . Li, Yanju. 2012

机译：使用Mantel-Haenszel和Logistic回归程序进行DIF检测中的项目区分和I类错误率。
6. Detecting Differential Item Functioning Using the Logistic Regression Procedure in Small Samples [O] . Sunbok Lee 2017

机译：在小样本中使用Logistic回归程序检测差异项功能
7. A Comparison of Logistic Regression and Mantel-Haenszel Procedures for Detecting Differential Item Functioning [O] . H.Jane Rogers, Hariharan Swaminathan 1993

机译：逻辑回归和壁炉豪塞程序检测差分项目的比较
8. Summary Report on Differential Item Functioning on a Written Ability Test: An Application of the Mantel-Haenszel Procedure [R] . Harris, P. A. 1989

机译：报告mantel-Haenszel程序

Differential item functioning detection and effect size: A comparison between logistic regression and Mantel-Haenszel procedures

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