Article Published: Exploring the Robustness of a Unidimensional Item Response Theory Model with Empirically Multidimensional Data
Exploring the Robustness of a Unidimensional Item Response Theory Model with Empirically Multidimensional Data Unidimensionality and local independence are two common assumptions of item response theory. The former implies that all items measure a common latent trait, while the latter implies that responses are independent, conditional on respondents’ location on the latent trait. Yet, few tests are truly unidimensional. Unmodeled dimensions may result in test items displaying dependencies, which can lead to misestimated parameters and inflated reliability estimates. In this…
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