Differential item functioning detection with logistic regression
نویسندگان
چکیده
منابع مشابه
Differential Item Functioning Detection with Logistic Regression
résumé – Détection du fonctionnement différentiel d’items par régression logistique La régression logistique a été utilisée comme une méthode d’identification du DIF dans différents contextes. Certaines études ont montré que cette procédure peut être affectée par des variables comme le ratio des tailles entre groupes, la taille de l’échantillon, et qu’elle semble liée avec les gammes de difficu...
متن کاملDifferential item functioning analysis with ordinal logistic regression techniques. DIFdetect and difwithpar.
INTRODUCTION We present an ordinal logistic regression model for identification of items with differential item functioning (DIF) and apply this model to a Mini-Mental State Examination (MMSE) dataset. We employ item response theory ability estimation in our models. Three nested ordinal logistic regression models are applied to each item. Model testing begins with examination of the statistical...
متن کاملDifferential item functioning (DIF) analyses of health-related quality of life instruments using logistic regression
BACKGROUND Differential item functioning (DIF) methods can be used to determine whether different subgroups respond differently to particular items within a health-related quality of life (HRQoL) subscale, after allowing for overall subgroup differences in that scale. This article reviews issues that arise when testing for DIF in HRQoL instruments. We focus on logistic regression methods, which...
متن کاملUse of multilevel logistic regression to identify the causes of differential item functioning.
Given that a key function of tests is to serve as evaluation instruments and for decision making in the fields of psychology and education, the possibility that some of their items may show differential behaviour is a major concern for psychometricians. In recent decades, important progress has been made as regards the efficacy of techniques designed to detect this differential item functioning...
متن کاملDetecting Multidimensional Differential Item Functioning with the Multiple Indicators Multiple Causes Model, the Item Response Theory Likelihood Ratio Test, and Logistic Regression
Citation: Bulut O and Suh Y (2017) Detecting Multidimensional Differential Item Functioning with the Multiple Indicators Multiple Causes Model, the Item Response Theory Likelihood Ratio Test, and Logistic Regression. Front. Educ. 2:51. doi: 10.3389/feduc.2017.00051 detecting Multidimensional differential Item Functioning with the Multiple Indicators Multiple Causes Model, the Item Response theo...
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ژورنال
عنوان ژورنال: Mathématiques et sciences humaines
سال: 2012
ISSN: 0987-6936,1950-6821
DOI: 10.4000/msh.12274