A comparison of three sets of criteria for determining the presence of differential item functioning using ordinal logistic regression

作者：Crane Paul K^*; Gibbons Laura E; Ocepek Welikson Katja; Cook Karon; Cella David; Narasimhalu Kaavya; Hays Ron D; Teresi Jeanne A

来源：Quality of Life Research, 2007, 16: 69-84.

DOI：10.1007/s11136-007-9185-5

• differential item functioning
• ordinal logistic regression
• test bias
• item response theory
• psychometrics

Background Several techniques have been developed to detect differential item functioning (DIF), including ordinal logistic regression (OLR). This study compared different criteria for determining whether items have DIF using OLR.
Objectives To compare and contrast findings from three different sets of criteria for detecting DIF using OLR. General distress and physical functioning : items were evaluated for DIF related to five covariates: age, marital status, gender, race, and Hispanic origin.
Research design Cross-sectional study.
Subjects 1,714 patients with cancer or HIV/AIDS.
Measures A total of 23 items addressing physical functioning and 15 items addressing general distress were selected from a pool of 154 items from four different health-related quality of life questionnaires.
Results The three sets of criteria produced qualitatively and quantitatively different results. Criteria based on statistical significance alone detected DIF in almost all the items, while alternative criteria based on magnitude detected DIF in far fewer items. Accounting for DIF by using demographic-group specific item parameters had negligible effects on individual scores, except for race.

• 出版日期2007