Cognitive diagnosis modeling incorporating response times and fixation counts: Providing comprehensive feedback and accurate diagnosis

P Zhan*, K Man*, SA Wind… - Journal of Educational …, 2022 - journals.sagepub.com
Respondents' problem-solving behaviors comprise behaviors that represent complicated
cognitive processes that are frequently systematically tied to one another. Biometric data …

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 …

基于过程数据的问题解决能力测量及数据分析方法

刘耀辉, 徐慧颖, 陈琦鹏, 詹沛达 - 心理科学进展, 2022 - journal.psych.ac.cn
问题解决能力是指在没有明显解决方法的情况下个体从事认知加工以理解和解决问题情境的
能力. 对问题解决能力的测量需要借助相对更复杂, 更真实, 具有可交互性的问题情境来诱导问题 …

Joint-cross-loading multimodal cognitive diagnostic modeling incorporating visual fixation counts

P ZHAN - Acta Psychologica Sinica, 2022 - journal.psych.ac.cn
Multimodal data enables accurate cognitive structure diagnosis as well as comprehensive
feedback on various cognitive characteristics (eg, cognitive style). This work presents three …

The measurement of problem-solving competence using process data

Y LIU, H XU, Q CHEN, P ZHAN - Advances in Psychological …, 2022 - journal.psych.ac.cn
Problem-solving competence is an individual's capacity to engage in cognitive processing to
understand and resolve problem situations where a method of solution is not immediately …