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Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
Linking the choice of the class format and preclass learning experiences sheds light on a step further in blended
Cheng-Maw Ho1,2, Chi-Chuan Yeh1,2, Jann-Yuan Wang2,3,4
1Department of Surgery, National Taiwan University Hospital, Taipei, Taiwan.
Background:
The core principle of HyFlex ('hybrid' and 'flexible') learning is to maintain learning equity under most circumstances. Within a blended framework in precision medical education, how different preferences of synchronous learning environment influence learning process and outcome is limited. We investigated students' preclass online video learning experiences and their choices toward synchronous class formats.
Methods:
This was a mixed-methods study. During the 2021 academic year, all 5th-year medical students who had viewed online video clips presenting core concepts were asked to complete a survey on their preference for future synchronous class format (face-to-face, online, or HyFlex) and asked to provide reflective comments on their self-learning. Anonymous survey data, online records, and summative assessment scores (short-term learning outcomes) were collected. Kruskal - Wallis or Chi-square tests were used to compare differences between groups, and multiple linear regression was managed to select the factors associated with various choices. The students' comments were coded in a descriptive thematic analysis.
Results:
Among 152 medical students, 150 responded to the questionnaires, and 109 provided comments. Medical students spent a median of 32 min online, significantly shorter in the face-to-face group than in the online and HyFlex groups. The online group had a lower preclass video completion rate for certain concepts. The choice was not associated with short-term learning outcomes. Student feedback revealed a higher frequency of multiple themes for each student in the face-to-face and HyFlex groups, and these themes fell into the categories of learning efficiency, focus concentration, and course attractiveness.
Conclusions:
Linking the choice of the class format and learning experiences of preclass online videos sheds light on a step further within a blended framework of precision medical education. Supplement of online interactive elements may help secure learning engagement among students choosing 'online only' class format of HyFlex learning.
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