作者
Tingting Wang, Shan Li, Xiaoshan Huang, Susanne P Lajoie
发表日期
2023/6
期刊
Educational technology research and development
卷号
71
期号
3
页码范围
991-1011
出版商
Springer US
简介
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 promote medical students’ clinical reasoning skills. Students’ diagnostic behaviours were automatically recorded in the system log files, based on which we coded students’ SRL behaviours. We used a clustering technique to classify students into high- and low-performing groups for each task. Afterward, we applied the Fuzzy Miner algorithm to generate SRL process maps for each performance group. We found that all students used an analytical reasoning approach to diagnose the complex patient case, whereas low performers relied on a non-analytical approach to solve the …
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