A systematic review of empirical studies using log data from open‐ended learning environments to measure science and engineering practices
Technology‐based, open‐ended learning environments (OELEs) can capture detailed
information of students' interactions as they work through a task or solve a problem …
information of students' interactions as they work through a task or solve a problem …
Statistical applications in educational measurement
Educational measurement assigns numbers to individuals based on observed data to
represent individuals' educational properties such as abilities, aptitudes, achievements …
represent individuals' educational properties such as abilities, aptitudes, achievements …
A latent hidden Markov model for process data
X Tang - psychometrika, 2024 - cambridge.org
Response process data from computer-based problem-solving items describe respondents'
problem-solving processes as sequences of actions. Such data provide a valuable source …
problem-solving processes as sequences of actions. Such data provide a valuable source …
Diagnostic classification analysis of problem-solving competence using process data: An item expansion method
Process data refer to data recorded in computer-based assessments (CBAs) that reflect
respondents' problem-solving processes and provide greater insight into how respondents …
respondents' problem-solving processes and provide greater insight into how respondents …
External Correlates of Adult Digital Problem-Solving Process
Computerized assessments and interactive simulation tasks are increasingly popular and
afford the collection of process data, ie, an examinee's sequence of actions (eg …
afford the collection of process data, ie, an examinee's sequence of actions (eg …
Combining cognitive theory and data driven approaches to examine students' search behaviors in simulated digital environments
Abstract Background Digital Information Literacy (DIL) refers to the ability to obtain,
understand, evaluate, and use information in digital contexts. To accurately capture various …
understand, evaluate, and use information in digital contexts. To accurately capture various …
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 …
Latent Program Modeling: Inferring Latent Problem-Solving Strategies from a PISA Problem-Solving Task.
E Lundgren - Journal of Educational Data Mining, 2022 - ERIC
Response process data have the potential to provide a rich description of test-takers'
thinking processes. However, retrieving insights from these data presents a challenge for …
thinking processes. However, retrieving insights from these data presents a challenge for …
Sequential Reservoir Computing for Log File‐Based Behavior Process Data Analyses
The use of process data in assessment has gained attention in recent years as more
assessments are administered by computers. Process data, recorded in computer log files …
assessments are administered by computers. Process data, recorded in computer log files …
Analysis of Log Data from an International Online Educational Assessment System: A Multi-state Survival Modeling Approach to Reaction Time between and across …
With increasingly available computer-based or online assessments, researchers have
shown keen interest in analyzing log data to improve our understanding of test takers' …
shown keen interest in analyzing log data to improve our understanding of test takers' …