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Updated: Aug 6, 2025

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
A mixed method analysis of student satisfaction with active learning techniques in an online graduate anatomy course:
Libby J Bradley1, Kimberly E Meyer2, Taylor C Robertson1
1Department of Physiology and Anatomy, University of North Texas Health Science Center, 3500 Camp Bowie Blvd, Fort Worth, Texas, USA.
Abstract:
Online learning has become an essential part of mainstream higher education. With increasing enrollments in online anatomy courses, a better understanding of effective teaching techniques for the online learning environment is critical. Active learning has previously shown many benefits in face-to-face anatomy courses, including increases in student satisfaction. Currently, no research has measured student satisfaction with active learning techniques implemented in an online graduate anatomy course. This study compares student satisfaction across four different active learning techniques (jigsaw, team-learning module, concept mapping, and question constructing), with consideration of demographics and previous enrollment in anatomy and/or online courses. Survey questions consisted of Likert-style, multiple-choice, ranking, and open-ended questions that asked students to indicate their level of satisfaction with the active learning techniques. One hundred seventy Medical Science master's students completed the online anatomy course and all seven surveys. Results showed that students were significantly more satisfied with question constructing and jigsaw than with concept mapping and team-learning module. Additionally, historically excluded groups (underrepresented racial minorities) were generally more satisfied with active learning than non-minority groups. Age, gender, and previous experience with anatomy did not influence the level of satisfaction. However, students with a higher-grade point average (GPA), those with only a bachelor's degree, and those with no previous online course experience were more satisfied with active learning than students who had a lower GPA, those holding a graduate/professional degree, and those with previous online course experience. Cumulatively, these findings support the beneficial use of active learning in online anatomy courses.
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