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Daoxuan Fu; Chunying Qin; Zhaosheng Luo; Yujun Li; Xiaofeng Yu; Ziyu Ye – Journal of Educational and Behavioral Statistics, 2025
One of the central components of cognitive diagnostic assessment is the Q-matrix, which is an essential loading indicator matrix and is typically constructed by subject matter experts. Nonetheless, to a large extent, the construction of Q-matrix remains a subjective process and might lead to misspecifications. Many researchers have recognized the…
Descriptors: Q Methodology, Matrices, Diagnostic Tests, Cognitive Measurement
Xinyuan Ji; Xudong Zheng – Education and Information Technologies, 2025
The current study aimed to explore the influence of pedagogical agents and visual cues on students' deep learning within a virtual reality setting by evaluating the effects on various factors, including learning outcomes, intrinsic motivation, cognitive load, learning engagement, and cognitive processing metrics. The investigation utilized a 2 x 2…
Descriptors: Cognitive Processes, Electronic Learning, Visual Stimuli, Cues

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