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- W2278248473 abstract "This study investigated the effect of complex structure on dimensionality assessment in compensatory multidimensional item response models using DETECT- and NOHARM-based methods. The performance was evaluated via the accuracy of identifying the correct number of dimensions and the ability to accurately recover item groupings using a simple matching similarity (SM) coefficient. The DETECT-based methods yielded higher proportion correct than the NOHARM-based methods in two- and three-dimensional conditions, especially when correlations were ≤.60, data exhibited ≤30% complexity, and sample size was 1,000. As the complexity increased and the sample size decreased, the performance of the methods typically diminished. The NOHARM-based methods were either equally successful or better in recovering item groupings than the DETECT-based methods and were mostly affected by complexity levels. The DETECT-based methods were affected largely by the test length, such that with the increase of the number of items, SM coef..." @default.
- W2278248473 created "2016-06-24" @default.
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- W2278248473 date "2015-09-02" @default.
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- W2278248473 title "Dimensionality in Compensatory MIRT When Complex Structure Exists: Evaluation of DETECT and NOHARM" @default.
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- W2278248473 doi "https://doi.org/10.1080/00220973.2015.1048845" @default.
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