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Updated: Jun 30, 2026

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
The potential of the inventory of learning styles to study students' learning patterns in three types of medical
J Van der Veken1, M Valcke, A Muijtjens
1Centre for Educational Development, Faculty of Medicine and Health Sciences, Ghent University, Belgium. jos.vanderveken@ugent.be
Background:
Introducing innovative curricular designs can be evaluating by scrutinizing the learning patterns students use.
Aim:
Studying the potential of Vermunt's Inventory of Learning Styles (ILS) in detecting differences in student learning patterns in different medical curricula.
Methods:
Cross-sectional between-subjects comparison of ILS-scores in third-year medical students in a conventional, an integrated contextual and a PBL-curriculum using one-way post hoc ANOVA.
Results:
Response rate was 85%: 197 conventional, 130 integrated contextual and 301 PBL students. The results show a differential impact from the three curricula. In relation to processing strategies, the students in the problem-based curriculum showed less rote learning and rehearsing, greater variety in sources of knowledge used and less ability to express study content in a personal manner than did the students in the conventional curriculum. The students of the integrated contextual curriculum showed more structuring of subject matter by integrating different aspects into a whole. In relation to regulation strategies, the students in the problem-based curriculum showed significantly more self-regulation of learning content and the students in the integrated contextual curriculum showed lower levels of regulation. As to learning orientations, the students in the problem-based curriculum showed less ambivalence and the students of the conventional curriculum were less vocationally oriented.
Conclusion:
The study provides empirical support for expected effects of traditional and innovative curricula which thus far were not well supported by empirical studies.
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