A multidimensional Bayesian IRT method for discovering misconceptions from concept test data

We present an exploratory method for discovering likely misconceptions from multiple-choice concept test data, as well as preliminary evidence that this method recovers known misconceptions from real student responses. Our procedure is based on a Bayesian implementation of the Multidimensional Nomin...

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Bibliographic Details
Main Authors: Martin Segado, Aaron Adair, John Stewart, Yunfei Ma, Byron Drury, David Pritchard
Format: Article
Language:English
Published: Frontiers Media S.A. 2025-01-01
Series:Frontiers in Psychology
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Online Access:https://www.frontiersin.org/articles/10.3389/fpsyg.2025.1506320/full
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