Assessing preknowledge cheating via innovative measures: A multiple-group analysis of jointly modeling item responses, response times, and visual fixation counts

K Man, JR Harring - Educational and Psychological …, 2021 - journals.sagepub.com
Many approaches have been proposed to jointly analyze item responses and response
times to understand behavioral differences between normally and aberrantly behaved test …

The use of process data in large-scale assessments: a literature review

E Anghel, L Khorramdel, M von Davier - Large-scale Assessments in …, 2024 - Springer
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 …

A latent space diffusion item response theory model to explore conditional dependence between responses and response times

I Kang, M Jeon, I Partchev - Psychometrika, 2023 - Springer
Traditional measurement models assume that all item responses correlate with each other
only through their underlying latent variables. This conditional independence assumption …

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 …

[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 …

Longitudinal joint modeling for assessing parallel interactive development of latent ability and processing speed using responses and response times

P Zhan, Q Chen, S Wang, X Zhang - Behavior Research Methods, 2024 - Springer
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 …

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 …

Bridging models of biometric and psychometric assessment: A three-way joint modeling approach of item responses, response times, and gaze fixation counts

K Man, JR Harring, P Zhan - Applied Psychological …, 2022 - journals.sagepub.com
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 …

Modeling rapid guessing behaviors in computer-based testlet items

KY Jin, CL Hsu, MM Chiu… - Applied Psychological …, 2023 - journals.sagepub.com
In traditional test models, test items are independent, and test-takers slowly and thoughtfully
respond to each test item. However, some test items have a common stimulus (dependent …

Human ratings take time: A hierarchical facets model for the joint analysis of ratings and rating times

KY Jin, T Eckes - Behavior Research Methods, 2024 - Springer
Performance assessments increasingly utilize onscreen or internet-based technology to
collect human ratings. One of the benefits of onscreen ratings is the automatic recording of …