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Title: Modeling item order effects within an IRT framework
Authors: Debeer, Dries
Janssen, Rianne #
Issue Date: 14-Apr-2012
Conference: NCME Annual Meeting edition:74 location:Vancouver (CA) date:12-16 april 2012
Abstract: Changing the order of items between alternate test forms is a common practice in achievement testing to prevent copying and to enhance test security. However, these changes in item order may affect test characteristics or item characteristics. Several procedures have been proposed for studying these item order effects. The present study proposes a new approach, and explores the use of item response theory (IRT) in descriptive and explanatory models (De Boeck & Wilson, 2004) for investigating and modeling the effects of test item position on item discrimination and difficulty. Combining differential item functioning (DIF) and linear logistic test models (LLTM), we detected and modeled the effects of item position in a one-step procedure. In addition, the IRT framework allows us to consider individual differences in the position effect on item difficulty by introducing an additional position dimension. As an illustration, the framework is applied to a listening comprehension test for French as a foreign language, and data from the PISA 2006 study.
Description: The present study was supported by several grants from the Flemish Ministry of Education.
For the data-analysis, we used the infrastructure of the VSC - Flemish Supercomputer Center, funded by the Hercules foundation and the Flemish Government - department EWI.
Publication status: published
KU Leuven publication type: IMa
Appears in Collections:Quantitative Psychology and Individual Differences
Educational Effectiveness and Evaluation
# (joint) last author

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Paper NCME 2012 (Dries Debeer).pdfPaper Published 485KbAdobe PDFView/Open
NCME 2012 april 14.pdfPresentation Published 869KbAdobe PDFView/Open

 


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