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Updated: Aug 12, 2025

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
A mixed methods exploration of the emergence of goal orientation in medical students' individualized learning plans
Ashlie S Tseng1, Cherie Edwards2, Meagan Rawls2
1Department of Pediatrics, Virginia Commonwealth University School of Medicine, Richmond, VA, USA.
Purpose:
Goal orientation (GO) describes an individual's approach to different achievement situations. Understanding the motivations and approach to achieving goals of medical students is vital with the increasing emphasis on self-directed learning. The purpose of this study was to identify themes in self-improvement reflections that relate to each GO dimension (learning, performance-prove, and performance-avoid).
Methods:
A sequential explanatory mixed methods design was used. GO data was used to categorize students into groups aligning with the GO dimension identified in the previous stage of quantitative analysis. Individualized learning plans (ILPs) for each GO dimension group were coded inductively to identify emergent themes related to goal setting and achievement.
Results:
The learning GO group was the largest of the three GOs. Five themes were identified from inductive analysis: importance of practice, identifying elements that helped, identifying structural barriers, opportunities for improvement, and acknowledging experience. While these themes occur across GO, patterns exist within their ILPs based on GO.
Conclusions:
We identified common themes for motivations of medical students, and these motivations might differ depending on their GO. Further exploration into the themes over the course of their training will provide additional insights on what factors may be involved in student motivations towards learning and achievement. Educators can use this information to individualize feedback and students can better understand their motivations towards achieving goals.
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