Woods Carol M, Oltmanns Thomas F, Turkheimer Eric
Washington University in St. Louis, St. Louis, MO, USA.
J Psychopathol Behav Assess. 2009;31(4):320-330. doi: 10.1007/s10862-008-9118-9.
This research provides an example of testing for differential item functioning (DIF) using multiple indicator multiple cause (MIMIC) structural equation models. True/False items on five scales of the Schedule for Nonadaptive and Adaptive Personality (SNAP) were tested for uniform DIF in a sample of Air Force recruits with groups defined by gender and ethnicity. Uniform DIF exists when an item is more easily endorsed for one group than the other, controlling for group mean differences on the variable under study. Results revealed significant DIF for many SNAP items and some effects were quite large. Differentially-functioning items can produce measurement bias and should be either deleted or modeled as if separate items were administered to different groups. Future research should aim to determine whether the DIF observed here holds for other samples.
本研究提供了一个使用多指标多原因(MIMIC)结构方程模型检验项目功能差异(DIF)的示例。在一个以性别和种族定义分组的空军新兵样本中,对非适应性和适应性人格量表(SNAP)五个分量表上的是非题进行了一致性DIF检验。当一个项目在控制了所研究变量的组均值差异后,对于一组比另一组更容易被认可时,就存在一致性DIF。结果显示,许多SNAP项目存在显著的DIF,且一些效应相当大。功能有差异的项目会产生测量偏差,应予以删除,或像对不同组施测不同项目一样进行建模。未来的研究应旨在确定此处观察到的DIF是否适用于其他样本。