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Updated: Jun 13, 2026

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
Qualitative study identifying leadership challenges encountered in real-world scholarly projects within a faculty
Judy Tung1,2, Amna Aslam3, Carol A Mancuso4
1Department of Medicine, Weill Cornell Medicine, New York, NY, USA. jut9005@med.cornell.edu.
Background:
Faculty development programs often incorporate structured pieces of academic work, i.e. action learning projects, to provide participants with experiential learning while also addressing real world problems. The Leadership in Academic Medicine Program (LAMP), a faculty development program at Weill Cornell Medicine, contains a project expectation, i.e. a capstone, that culminates in submission of a final written abstract. This study analyzed LAMP capstone abstracts to characterize the scope of projects undertaken, and to identify common leadership challenges encountered by faculty participants during execution of their project.
Methods:
This retrospective qualitative review was performed on abstracts submitted between 2017 and 2025. Two investigators discerned unique challenges described in the project abstracts and labelled them as concepts. Similar concepts were clustered into categories, and categories were clustered into themes. Frequencies of concepts were calculated to identify top themes; projects were additionally classified by scholarly type, e.g. research, education, clinical.
Results:
There were 294 abstracts, 42% categorized as research, 37% as clinical quality improvement, and 22% as education. Over time, there was a shift towards more quality improvement (22% to 40%) and education projects (9% to 37%). The authors coded 133 unique concepts, occurring 784 times. Concepts were clustered into 26 categories and from these categories, 6 overarching themes representing leadership challenges were identified: (1) collaborate across area, (2) engage stakeholders, (3) develop something new, (4) negotiate resources, (5) respond to a problem, and (6) change existing culture.
Conclusions:
Identification of six prevalent leadership challenges confronted by faculty during execution of distinct types of capstone projects provides unique insights to the needs of faculty leaders, assists with data driven improvements to the LAMP curriculum, and offers guidance to other academic faculty development programs.
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