The Comparison of Mantel-Haenszel and Logistic Regression Techniques in Determining the Differential Item Functioning

被引：0

作者：

Gok, Bilge ^{[1
]}

Kelecioglu, Huelya ^{[1
]}

Dogan, Nuri ^{[1
]}

机构：

[1] Hacettepe Univ, Egitim Fak, Ankara, Turkey

来源：

EGITIM VE BILIM-EDUCATION AND SCIENCE | 2010年 / 35卷 / 156期

关键词：

Differential item functioning; item bias; logistic regression; mantel-haenszel; EFFECT SIZE; DIF;

D O I：

暂无

中图分类号：

G40 [教育学];

学科分类号：

040101 ; 120403 ;

摘要：

The purpose of the study is to compare Mantel-Haenszel (MH) and logistic regression (LR) techniques which are used to determine the differential item functioning (DIF). In accordance with this purpose, Maths and Science sub tests of Secondary Schools Exam (SSE) were used. It was examined whether the functions of test items varied according to gender and school type. In the light of the findings, it was found that there was a low level of accordance between MH and LR methods in Science and maths sub test according to gender and school type.

引用

页码：3 / 16

页数：14

共 50 条

[31] APPLICATION OF THE MANTEL-HAENSZEL PROCEDURE TO ANALYZE DIFFERENTIAL ITEM FUNCTIONING BETWEEN GIRLS AND BOYS IN THE FRENCH ADAPTATION OF THE K-ABC
GREGOIRE, J
EUROPEAN REVIEW OF APPLIED PSYCHOLOGY-REVUE EUROPEENNE DE PSYCHOLOGIE APPLIQUEE, 1995, 45 (02): : 111 - 118
[32] Liberal and conservative differential item functioning detection using Mantel-Haenszel and SIBTEST:: Implications for type I and type II error rates
Fidalgo, AM
Ferreres, D
Muñiz, J
JOURNAL OF EXPERIMENTAL EDUCATION, 2004, 73 (01) : 23 - 39
[33] Applying Logistic Regression to Detect Differential Item Functioning in Multidimensional Data
Chen, Hui-Fang
Jin, Kuan-Yu
FRONTIERS IN PSYCHOLOGY, 2018, 9
[34] A comparison of three sets of criteria for determining the presence of differential item functioning using ordinal logistic regression
Crane, Paul K.
Gibbons, Laura E.
Ocepek-Welikson, Katja
Cook, Karon
Cella, David
Narasimhalu, Kaavya
Hays, Ron D.
Teresi, Jeanne A.
QUALITY OF LIFE RESEARCH, 2007, 16 : 69 - 84
[35] A comparison of three sets of criteria for determining the presence of differential item functioning using ordinal logistic regression
Paul K. Crane
Laura E. Gibbons
Katja Ocepek-Welikson
Karon Cook
David Cella
Kaavya Narasimhalu
Ron D. Hays
Jeanne A. Teresi
Quality of Life Research, 2007, 16 : 69 - 84
[36] Differential item functioning analysis with ordinal logistic regression techniques - DIFdetect and difwithpar
Crane, Paul K.
Gibbons, Laura E.
Jolley, Lance
van Belle, Gerald
MEDICAL CARE, 2006, 44 (11) : S115 - S123
[37] INFLUENCE OF THE CRITERION VARIABLE ON THE IDENTIFICATION OF DIFFERENTIALLY FUNCTIONING TEST ITEMS USING THE MANTEL-HAENSZEL STATISTIC
CLAUSER, BE
MAZOR, K
HAMBLETON, RK
APPLIED PSYCHOLOGICAL MEASUREMENT, 1991, 15 (04) : 353 - 359
[38] Formulating the Rasch Differential Item Functioning Model Under the Marginal Maximum Likelihood Estimation Context and Its Comparison With Mantel-Haenszel Procedure in Short Test and Small Sample Conditions
Paek, Insu
Wilson, Mark
EDUCATIONAL AND PSYCHOLOGICAL MEASUREMENT, 2011, 71 (06) : 1023 - 1046
[39] Estimating Differential Item Functioning Through Logistic Regression
Ghaemi, Hamed
MODERN JOURNAL OF LANGUAGE TEACHING METHODS, 2011, 1 (03): : 89 - 102
[40] Effects of Unequal Ability Variances on the Performance of Logistic Regression, Mantel-Haenszel, SIBTEST IRT, and IRT Likelihood Ratio for DIF Detection
Pei, Lai Kwan
Li, Jun
APPLIED PSYCHOLOGICAL MEASUREMENT, 2010, 34 (06) : 453 - 456

← 1 2 3 4 5 →