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The use of process data in large-scale assessments: a literature review
As the use of process data in large-scale educational assessments is becoming more
common, it is clear that data on examinees' test-taking behaviors can illuminate their …
common, it is clear that data on examinees' test-taking behaviors can illuminate their …
Assessing preknowledge cheating via innovative measures: A multiple-group analysis of jointly modeling item responses, response times, and visual fixation counts
Many approaches have been proposed to jointly analyze item responses and response
times to understand behavioral differences between normally and aberrantly behaved test …
times to understand behavioral differences between normally and aberrantly behaved test …
Using process data to improve classification accuracy of cognitive diagnosis model
K Liang, D Tu, Y Cai - Multivariate Behavioral Research, 2023 - Taylor & Francis
With the advance of computer-based assessments, many process data, such as response
times (RTs), action sequences, Eye-tracking data, the log data for collaborative problem …
times (RTs), action sequences, Eye-tracking data, the log data for collaborative problem …
Modeling the intraindividual relation of ability and speed within a test
Understanding the intraindividual relation between an individual's speed and ability in
testing scenarios is essential to assure a fair assessment. Different approaches exist for …
testing scenarios is essential to assure a fair assessment. Different approaches exist for …
Comparison of Younger and Older medical student performance outcomes: A retrospective analysis in Japan
N Komasawa, F Terasaki, K Takitani, SW Lee… - Medicine, 2022 - journals.lww.com
The present study examined the impact of age on medical student repeat-year experience
and performance outcomes on the objective structured clinical examination (OSCE), Clinical …
and performance outcomes on the objective structured clinical examination (OSCE), Clinical …
[HTML][HTML] Gender differences in repeat-year experience, clinical clerkship performance, and related examinations in Japanese medical students
N Komasawa, F Terasaki, R Kawata, T Nakano - Medicine, 2022 - journals.lww.com
While the number of female medical students is increasing in Japan, gender differences in
medical school performance have not been studied extensively. This study aimed to …
medical school performance have not been studied extensively. This study aimed to …
A latent space diffusion item response theory model to explore conditional dependence between responses and response times
Traditional measurement models assume that all item responses correlate with each other
only through their underlying latent variables. This conditional independence assumption …
only through their underlying latent variables. This conditional independence assumption …
Longitudinal joint modeling for assessing parallel interactive development of latent ability and processing speed using responses and response times
To measure the parallel interactive development of latent ability and processing speed using
longitudinal item response accuracy (RA) and longitudinal response time (RT) data, we …
longitudinal item response accuracy (RA) and longitudinal response time (RT) data, we …
Bridging models of biometric and psychometric assessment: A three-way joint modeling approach of item responses, response times, and gaze fixation counts
Recently, joint models of item response data and response times have been proposed to
better assess and understand test takers' learning processes. This article demonstrates how …
better assess and understand test takers' learning processes. This article demonstrates how …
Differential and functional response time item analysis: An application to understanding paper versus digital reading processes
Despite the growing interest in incorporating response time data into item response models,
there has been a lack of research investigating how the effect of speed on the probability of …
there has been a lack of research investigating how the effect of speed on the probability of …