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James Madison University

Quantitative Psychology

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Adaptive testing

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The Use Of Complex-Structure Items In Multistage Testing, Paulius Satkus May 2022

The Use Of Complex-Structure Items In Multistage Testing, Paulius Satkus

Dissertations, 2020-current

When developing tests, measurement experts may prefer simple-structure items because they measure one trait, which simplifies scoring and scoring interpretation. Conversely, complex-structure items may be preferred to reflect the complexity of multidimensional constructs. The current study sought to address the gap in the literature of multi-stage testing by conducting a simulation study with a hypothetical two-stage adaptive test with a purpose of comparing the performance of simple and complex structure items. The findings suggest that with a longer test (60 items), the two types of items performed similarly with respect to bias and RMSE of the trait estimates. For the …