Detecting Differential Item Functioning Using Logistic Regression Procedures
Bibliographic Data
| ID | 23372005 |
|---|---|
| Authors | Hariharan Swaminathan (0000-0003-2732-9909, University of Massachusetts Amherst, corresponding author), H Jane Rogers (University of Massachusetts Amherst) |
| Year | 1990 |
| Volume | 27 |
| Issue | 4 |
| Pages | 361-370 |
| Publication date | 1990-12-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Journal of Educational Measurement (JOURNAL) |
| Journal identifiers | ISSN: 0022-0655 • E-ISSN: 1745-3984 |
| Publisher | Wiley (PUBLISHER • GB) |
| DOI | 10.1111/j.1745-3984.1990.tb00754.x |
| OpenAlex | W2099019452 |
| Language | EN |
| Citations received | 158 |
| References cited | 6 |
A logistic regression model for characterizing differential item functioning (DIF) between two groups is presented. A distinction is drawn between uniform and nonuniform DIF in terms of the parameters of the model. A statistic for testing the hypothesis of no DIF is developed. Through simulation studies, it is shown that the logistic regression procedure is more powerful than the Mantel‐Haenszel procedure for detecting nonuniform DIF and as powerful in detecting uniform DIF.
Differential (mechanical device) · Differential item functioning · Econometrics · Item response theory · Logistic regression · Psychometrics · Regression · Regression analysis · Statistic · Statistics · Advanced Statistical Modeling Techniques · Cognitive Abilities and Testing · Engineering · Mathematics · Psychology · Psychometric Methodologies and Testing
A closer look at linguistic complexity
Exploring the various interpretations of “test bias”
Examining Differential Item Functioning
Applying IRT_ΔB Procedure and Adapted LR Procedure to Detect DIF in Tests with Matrix Sampling
Comparison of DIF Detecting Methods in Cognitive Diagnostic Test
Descrição dos Principais Métodos para Detectar o Funcionamento Diferencial dos Itens (DIF)
Evaluation of Two Types of Differential Item Functioning in Factor Mixture Models With Binary Outcomes
Anchor Selection Strategies for DIF Analysis
Latent variable mixture models
A new computerized adaptive test advancing the measurement of health-related quality of life (HRQoL) in children
Few items in the thyroid-related quality of life instrument ThyPRO exhibited differential item functioning
Psychometric Challenges in Developing a College Admission Test for Jordan
Item Parameter Invariance of the Kaufman Adolescent and Adult Intelligence Test Across Male and Female Samples
Methods and Data Analysis for Cross-Cultural Research
Lordif
Three Generations of DIF Analyses
A Model-Based Standardization Approach that Separates True Bias/DIF from Group Ability Differences and Detects Test Bias/DTF as well as Item Bias/DIF
IRT-Based Internal Measures of Differential Functioning of Items and Tests
Using Statistical Procedures to Identify Differentially Functioning Test Items
Evaluating Type I Error and Power Rates Using an Effect Size Measure With the Logistic Regression Procedure for DIF Detection
Methodology Review
Confirmatory Factor Analytic Procedures for the Determination of Measurement Invariance
Old Enough to Perceive Things Differently? Detecting Measurement Invariance Across Age Groups Using Item-Focused Tree
Use of differential item functioning analysis to assess the equivalence of translations of a questionnaire
Calibration of an item pool for assessing the burden of headaches
A cross-cultural study to assess measurement invariance of the KIDSCREEN-27 questionnaire across Serbian and Iranian children and adolescents
Validation of the Chinese version of the 12-Item multiple sclerosis walking scale in individuals with multiple sclerosis
Psychometric properties of the Patient-Reported Outcomes Measurement Information System (PROMIS®) pediatric item bank peer relationships in the Dutch general population
Quantifying ‘problematic’ DIF within an IRT framework
Improving equity in gifted education
Tree-based latent variable model for assessing differential item functioning in patient-reported outcome measures
Testing whether patients with diabetes and healthy people perceive the meaning of the items in the Persian version of the SF-36 questionnaire similarly
Evaluating measurement equivalence using the item response theory log-likelihood ratio (IRTLR) method to assess differential item functioning (DIF)
Item Response Theory Methods can Improve the Measurement of Physical Function by Combining the Modified Health Assessment Questionnaire and the SF-36 Physical Function Scale
Effectiveness of Combining Statistical Tests and Effect Sizes When Using Logistic Discriminant Function Regression to Detect Differential Item Functioning for Polytomous Items
Methodological and Substantive Issues in Conducting Multinational and Cross-Cultural Research
Screening for depression in patients with epilepsy
A comparison of three sets of criteria for determining the presence of differential item functioning using ordinal logistic regression
Multidimensional Extension of Multiple Indicators Multiple Causes Models to Detect DIF
Accuracy of mixture item response theory models for identifying sample heterogeneity in patient-reported outcomes
Cross-cultural validity of the thyroid-specific quality-of-life patient-reported outcome measure, ThyPRO
Unsupervised item response theory models for assessing sample heterogeneity in patient-reported outcomes measures
Development of a Computer-adaptive Test for Depression (D-CAT)
Differential Item Functioning Analysis of Likert Scales
Development and evaluation of a computer adaptive test for ‘Anxiety’ (Anxiety-CAT)
Testing item response theory invariance of the standardized Quality-of-life Disease Impact Scale (QDIS®) in acute coronary syndrome patients
Measurement Equivalence of the KINDL Questionnaire Across Child Self-reports and Parent Proxy-reports
The use of latent variable mixture models to identify invariant items in test construction
Assessment of Differential Item Functioning for Demographic Comparisons in the MOS SF-36 Health Survey
Tree-based item-response theory model for evaluating differential item functioning in patient-reported outcome measures
Differential item functioning and health assessment
IRT health outcomes data analysis project
The Human Behavior Rating Scale–Brief
Effects of the Common Scale Setting in the Assessment of Differential Item Functioning
Principes méthodologiques et techniques des enquêtes internationales
Exploring undue advantage of differential item functioning in high-stakes assessments
Detection of cultural and linguistic differential item functioning in reading assessment
Investigating the Distractors to Explain DIF Effects Across Gender in Large-Scale Tests With Non-Linear Logistic Regression Models
Artificial Intelligence in Science and Mathematics Assessment for Students with Disabilities
Development and Validation of an Item Bank for Drug Dependence Measurement Using Computer Adaptive Testing
Deep Neural Networks for Detecting Statistical Model Misspecifications. The Case of Measurement Invariance
Developing and validating the assessment of the skills of preservice teachers in implementing pedagogical model of collaborative problem solving
Differential Item Functioning Analysis of United States Medical Licensing Examination Step 1 Items
Differential item functioning of the Scales for Assessing Emotional Disturbance‐3 for White and African American students
Running the Wrong Race? The Case of Pisa for Development
Investigation of possible item bias on Pisa 2015 science items across Chile, Costa Rica and Mexico ( Estudio de los posibles sesgos entre los ítems de ciencias de la prueba Pisa 2015 de Chile, Costa Rica y México )
Nonparametric Item Response Theory
Investigating Differential Item Functioning of the Simplified Beck Depression Inventory Using Partial Credit Tree Model
Exploring Measurement Comparability of Accommodated Math Tests for Students With Emotional Impairments
(Cyber)Rape Culture
Live tutoring calls did not improve learning during the Covid-19 pandemic in Sierra Leone
Controlling the False Discovery Rate in DIF Detection With e-Values
Advancing equity in homeless housing support
Test fairness
Understanding teacher professional development needs in Taiwan
Measurement properties as a possible cause of digital device effects on a standardized assessment of learning
Development of the Survey of Parent/Provider Expectations and Knowledge (SPEAK)
Identification of Differential Item Functioning in Assessment Booklet Designs With Structurally Missing Data
Tree-Based Global Model Tests for Polytomous Rasch Models
Wald χ 2 Test for Differential Item Functioning Detection with Polytomous Items in Multilevel Data
Differential Item Functioning Detection and Effect Size
Examining Differential Math Performance by Gender and Opportunity to Learn
Differential Item Functioning Detection Across Two Methods of Defining Group Comparisons
Identification of Nonuniform Differential Item Functioning Using a Variation of the Mantel-Haenszel Procedure
Effect of Multiple Testing Adjustment in Differential Item Functioning Detection
Iterative Purification and Effect Size Use With Logistic Regression for Differential Item Functioning Detection
Translation of the Marlowe-Crowne Social Desirability Scale into an Equivalent Spanish Version
The MIMIC Method With Scale Purification for Detecting Differential Item Functioning
The Matching Criterion Purification for Differential Item Functioning Analyses in a Large-Scale Assessment
False Positives in Multiple Regression
The DIF-Free-Then-DIF Strategy for the Assessment of Differential Item Functioning
Assessing the Hypothesis of Measurement Invariance in the Context of Large-Scale International Surveys
Comparability of Toefl CBT Essay Prompts
The Impact and Detection of Uniform Differential Item Functioning for Continuous Item Response Models
Assessment of Differential Item Functioning in Testlet-Based Items Using the Rasch Testlet Model
Item Discrimination and Type I Error in the Detection of Differential Item Functioning
Analysis of the Gender Variable in the Eysenck Personality Questionnaire–Revised Scales Using Differential Item Functioning Techniques
DIF Detection With Zero-Inflation Under the Factor Mixture Modeling Framework
An Empirical Comparison of the Area Methods, Lord'S Chi-Square Test, and the Mantel-Haenszel Technique for Assessing Differential Item Functioning
Differential Person Functioning
| Unique citing works | 158 |
|---|---|
| Citations per year | 4,65 |
| Citation span | 1992 - 2026 (35) |
| Citation velocity | current |
| Highly cited | Yes |
| Citation types | Neutral: 150 |