December 4, 2025PsychometrikaOpen Access

Bayesian Joint Modeling of Response Times with Dynamic Latent Ability in Educational Testing

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Bayesian models improve ability estimation in educational testing, suggesting a better psychological understanding of examinees.

Simulations reveal improved ability estimation precision using Bayesian models in educational testing, indicating effectiveness.
Using EdSphere datasets, the study compares conventional models with alternative approaches for modeling response times.
Modeling response times revealed key insights into examinee behavior, suggesting importance for educational assessments.
The findings imply enhanced educational testing frameworks may be necessary, especially in understanding examinee psychology.

Abhisek Saha (2025) studied this question.

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