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A Speeded Item Response Model: Leave the Harder till Later
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A Speeded Item Response Model: Leave the Harder till Later

Yu-Wei Chang, Rung-Ching TsaiNan-Jung Hsu
Psychometrika, 卷.79(2), 頁碼.255-274
2014
PMID: 24659371

摘要

item response model Markov chain Monte Carlo test speededness Psychology (all) Applied Mathematics
A speeded item response model is proposed. We consider the situation where examinees may retain the harder items to a later test period in a time limit test. With such a strategy, examinees may not finish answering some of the harder items within the allocated time. In the proposed model, we try to describe such a mechanism by incorporating a speeded-effect term into the two-parameter logistic item response model. A Bayesian estimation procedure of the current model using Markov chain Monte Carlo is presented, and its performance over the two-parameter logistic item response model in a speeded test is demonstrated through simulations. The methodology is applied to physics examination data of the Department Required Test for college entrance in Taiwan for illustration. © 2013 The Psychometric Society.

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