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Zheng, Juan; Li, Shan; Lajoie, Susanne P. – Education and Information Technologies, 2022
This study examined the relationships between clinical reasoning behaviors and diagnostic efficiency in the context of diagnosing a virtual patient in BioWorld, a technology-rich environment designed for medical students to practice clinical reasoning skills. Eighty-two medical students who correctly solved a patient case with Diabetes Mellitus…
Descriptors: Clinical Diagnosis, Patients, Medical Students, Technology Uses in Education
Lajoie, Susanne P.; Li, Shan; Zheng, Juan – Interactive Learning Environments, 2023
Monitoring one's learning activities is a key component of self-regulated learning (SRL) leading to successful learning and performance outcomes across settings. Achievement emotions also play an important part in SRL and consequently student learning outcomes. However, there is little research on how specific types of monitoring (i.e.…
Descriptors: Medical Students, Metacognition, Medical Evaluation, Evaluative Thinking
Zheng, Juan; Lajoie, Susanne P.; Li, Shan; Wu, Hongbin – Metacognition and Learning, 2023
Academic emotions play an important and complex role in self-regulated learning (SRL). However, few studies have examined how academic emotions unfold in different phases of SRL and how the changes in these emotions influence learning performance. The current study examines 98 students' academic emotion trajectories and profiles across the three…
Descriptors: Independent Study, Psychological Patterns, Problem Solving, Learning Processes
Wang, Tingting; Li, Shan; Huang, Xiaoshan; Lajoie, Susanne P. – Educational Technology Research and Development, 2023
This study examined how task complexity affected the temporal characteristics of self-regulated learning (SRL) behaviours in clinical reasoning. Eight-eight (N = 88) medical students participated in this study. They were required to diagnose two virtual patients of varying complexity in BioWorld, an intelligent tutoring system (ITS) designed to…
Descriptors: Medical Students, Difficulty Level, Independent Study, Student Behavior
Zheng, Juan; Lajoie, Susanne P.; Wang, Tingting; Li, Shan – Metacognition and Learning, 2023
Computer-supported scaffolding plays a pivotal role in advancing problem-solving skills and improving cognitive learning outcomes in self-regulated learning. However, there is limited research on the effectiveness of different types of scaffolds and the role they play in the context of clinical problem-solving. This study performed latent profile…
Descriptors: Computer Assisted Instruction, Medical Education, Medical Students, Problem Solving
Wang, Tingting; Li, Shan; Lajoie, Susanne – Educational Technology & Society, 2023
Cognitive load can be induced by both learning tasks and self-regulated learning (SRL) activities, which compete for limited working memory capacity. However, there is little research on the relationship between cognitive load and SRL. This study explored how cognitive load interplayed with SRL behaviors and their joint effects on task performance…
Descriptors: Cognitive Processes, Difficulty Level, Learning Strategies, Technology Uses in Education
Li, Shan; Zheng, Juan; Lajoie, Susanne P. – Educational Technology & Society, 2022
Examining the sequential patterns of self-regulated learning (SRL) behaviors is gaining popularity to understand students' performance differences. However, few studies have looked at the transition probabilities among different SRL behaviors. Moreover, there is a lack of research investigating the temporal structures of students' SRL behaviors…
Descriptors: Problem Solving, Intelligent Tutoring Systems, Metacognition, Sequential Approach
Li, Shan; Zheng, Juan; Lajoie, Susanne P. – Frontline Learning Research, 2021
Emotion variability and its relationship to performance is an underexplored area of research both inside and outside the realm of medical education. We address this gap by examining the relative importance of the frequency of emotions and emotion variability that occurred in specific phases of self-regulated learning (SRL) in predicting students'…
Descriptors: Psychological Patterns, Emotional Response, Independent Study, Medical Education