A Monte Carlo Comparison of Parametric and Nonparametric Polytomous DIF Detection Methods

By D. Bolt. 2002

132 citations recorded by the source corpus.

Subfields: Computer Networks and Communications, Experimental and Cognitive Psychology, Management Science and Operations Research

View Paper: https://www.semanticscholar.org/paper/771d390039ed445723b58bc21096dc65f92d66c8

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computer Networks and Communications

1. Carol M. Woods
2. Li Cai
3. Mian Wang
4. Wen-Chung Wang
5. Ya-Hui Su
6. Troy T. Chen
7. Taehoon Kang
8. Ching-Lin Shih

In Experimental and Cognitive Psychology

1. Carol M. Woods
2. Ya-Hui Su
3. Li Cai
4. Mian Wang
5. Troy T. Chen
6. Wen-Chung Wang
7. Taehoon Kang
8. Youngsuk Suh

In Management Science and Operations Research

1. Carol M. Woods
2. Li Cai
3. Mian Wang
4. Wen-Chung Wang
5. Ya-Hui Su
6. Troy T. Chen
7. Taehoon Kang
8. Ching-Lin Shih

Citations in the corpus

• An Investigation of the Performance of the Generalized S-X2 Item-Fit Index for Polytomous IRT Models (2007, background): “The most critical problem caused by model-data misfit may be that the hallmark feature of IRT, parameter invariance, no longer applies (Shepard, Camilli & Williams, 1984; Bolt, 2002; Rupp & Zumbo, 2004).”
• A New Method for Assessing the Statistical Significance in the Differential Functioning of Items and Tests (DFIT) Framework (2006, unknown): “The Item Parameter Replication Method for Determining Cutoff Values When researchers (such as Bolt, 2002; Flowers et al., 1999; Raju et al., 1995) derive a cutoff score for the NCDIF index, a typical procedure has been to simulate data sets using a large number of items similar to their data set…”
• The Langer-Improved Wald Test for DIF Testing With Multiple Groups (2013, background): “…IRT-LR test is near the nominal level and the groupmean difference is recovered well under various realistic conditions (Ankenmann, Witt, & Dunbar, 1999; Bolt, 2002; Cohen, Kim, & Wollack, 1996; Kim & Cohen, 1998; Stark, Chernyshenko, & Drasgow, 2006; Sweeney, 1996; Wang & Yeh, 2003; Woods, 2009).”
• Factors Influencing the Mantel and Generalized Mantel-Haenszel Methods for the Assessment of Differential Item Functioning in Polytomous Items (2004, methodology): “These four DIF patterns were also investigated by Chang et al. (1996) and Ankenmann et al.”
• Efficiency of the Mantel, Generalized Mantel–Haenszel, and Logistic Discriminant Function Analysis Methods in Detecting Differential Item Functioning for Polytomous Items (2005, unknown): “E-mail: psywcw@ccu.edu.tw serious Type I error inflation (Bolt, 2002).”