Statistical applications to cognitive diagnostic testing

S Zhang, J Liu, Z Ying - Annual Review of Statistics and Its …, 2023 - annualreviews.org
Diagnostic classification tests are designed to assess examinees' discrete mastery status on
a set of skills or attributes. Such tests have gained increasing attention in educational and …

A state response measurement model for problem-solving process data

Y Xiao, H Liu - Behavior Research Methods, 2024 - Springer
In computer simulation-based interactive tasks, different people make different response
processes to the same tasks, resulting in various action sequences. These sequences …

Joint modeling of action sequences and action time in computer-based interactive tasks

Y Fu, P Zhan, Q Chen, H Jiao - Behavior Research Methods, 2024 - Springer
Process data refers to data recorded in computer-based assessments that reflect the
problem-solving processes of participants and provide greater insight into how they solve …

A latent hidden Markov model for process data

X Tang - Psychometrika, 2024 - Springer
Response process data from computer-based problem-solving items describe respondents'
problem-solving processes as sequences of actions. Such data provide a valuable source …

Exploring the relationship between metacognitive awareness and Chinese EFL learners' listening skills

Y Fu, M Wang, S Min, S Zhou, X Pan - Frontiers in Psychology, 2023 - frontiersin.org
Listening causes great difficulties for EFL learners and little is known concerning the
contribution of EFL learners' metacognitive awareness to their listening performance and to …

Assessing concept mapping competence using item expansion‐based diagnostic classification analysis

S Xia, P Zhan, KKH Chan… - Journal of Research in …, 2024 - Wiley Online Library
Abstract Concept mapping is widely used as a tool for assessing students' understanding of
science. To fully realize the diagnostic potential of concept mapping, a scoring method that …

External Correlates of Adult Digital Problem-Solving Process

S Zhang, X Tang, Q He, J Liu… - Zeitschrift für …, 2024 - econtent.hogrefe.com
Computerized assessments and interactive simulation tasks are increasingly popular and
afford the collection of process data, ie, an examinee's sequence of actions (eg …

Biclustering of Log Data: Insights from a Computer-Based Complex Problem Solving Assessment

X Xu, S Zhang, J Guo, T Xin - Journal of Intelligence, 2024 - mdpi.com
Computer-based assessments provide the opportunity to collect a new source of behavioral
data related to the problem-solving process, known as log file data. To understand the …

Tracking ordinal development of skills with a longitudinal DINA model with polytomous attributes

P Zhan, Y Liu, Z Yu, Y Pan - Applied Measurement in Education, 2023 - Taylor & Francis
Many educational and psychological studies have shown that the development of students
is generally step-by-step (ie ordinal development) to a specific level. This study proposed a …

An empirical study on how cognitive diagnostic feedback affects primary school pupils' learning of Chinese writing

G Yang, XQ Zheng, Q Li, M Han… - Interactive Learning …, 2024 - Taylor & Francis
In Chinese, writing is a basic competency that pupils should possess. But it is still
challenging for teachers to improve pupils' writing abilities. Therefore, this study proposes an …