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Xiaoxiao Liu; Okan Bulut; Ying Cui; Yizhu Gao – Journal of Computer Assisted Learning, 2025
Background: Process data captured by computer-based assessments provide valuable insight into respondents' cognitive processes during problem-solving tasks. Although previous studies have utilized process data to analyse behavioural patterns or strategies in problem-solving tasks, the connection between latent cognitive states and their…
Descriptors: Adults, Problem Solving, Markov Processes, Network Analysis
Kailiang Chen; Juanjuan Chen; Yuwei Sun; Guorui Yan – Journal of Creative Behavior, 2025
Understanding and supporting pre-service teachers' creativity in collaborative instructional design has gained increasing attention. To design novel and effective learning experiences or activities for students, they need to build empathy with students, that is, understanding students' learning needs. This study aimed to (1) explore the patterns…
Descriptors: Preservice Teachers, Empathy, Cognitive Processes, Instructional Design
De Van Vo; Geraldine Mooney Simmie – International Journal of Science and Mathematics Education, 2025
While national curricula in science education highlight the importance of inquiry-based learning, assessing students' capabilities in scientific inquiry remains a subject of debate. Our study explored the construction, developmental trends and validation techniques in relation to assessing scientific inquiry using a systematic literature review…
Descriptors: Science Education, Inquiry, Science Process Skills, Student Evaluation
Kaiwen Man; Joni M. Lakin – Journal of Educational Measurement, 2024
Eye-tracking procedures generate copious process data that could be valuable in establishing the response processes component of modern validity theory. However, there is a lack of tools for assessing and visualizing response processes using process data such as eye-tracking fixation sequences, especially those suitable for young children. This…
Descriptors: Problem Solving, Spatial Ability, Task Analysis, Network Analysis