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A Framework for Anchor Methods and an Iterative Forward Approach forDIF Detection

机译:锚定方法的框架和迭代递推方法DIF检测

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摘要

In differential item functioning (DIF) analysis, a common metric is necessary to compare item parameters between groups of test-takers. In the Rasch model, the same restriction is placed on the item parameters in each group to define a common metric. However, the question how the items in the restriction—termed anchor items—are selected appropriately is still a major challenge. This article proposes a conceptual framework for categorizing anchor methods: The anchor class to describe characteristics of the anchor methods and the anchor selection strategy to guide how the anchor items are determined. Furthermore, the new iterative forward anchor class is proposed. Several anchor classes are implemented with different anchor selection strategies and are compared in an extensive simulation study. The results show that the new anchor class combined with the single-anchor selection strategy is superior in situations where no prior knowledge about the direction of DIF is available.
机译:在差异项功能(DIF)分析中,必须有一个通用指标来比较各组应试者之间的项参数。在Rasch模型中,对每个组中的项目参数施加相同的限制以定义公共度量。但是,如何选择限制中的项目(称为锚项目)仍然是一个重大挑战。本文提出了一个用于对锚方法进行分类的概念框架:锚类描述锚方法的特征,锚选择策略指导锚项目的确定。此外,提出了新的迭代前向锚类。几种锚类通过不同的锚选择策略实现,并在广泛的仿真研究中进行了比较。结果表明,在没有关于DIF方向的先验知识的情况下,新的锚类与单锚选择策略相结合是更好的。

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