Artificial Intelligence in Health Professions Education: Qualitative Study of Student Experiences

Clinical Snapshot

Key Findings

• P Value: Not applicable - qualitative study

• Effect Size: Not applicable - qualitative study

• Primary Outcome: ChatGPT identified as most frequently used AI tool among health professions students

• Nnt Or Sensitivity: Not applicable - qualitative descriptive study

• Confidence Interval: Not applicable - qualitative study

Clinical Application

High feasibility for implementation in health education curricula with appropriate training frameworks Relevant to Australian health education given similar technology adoption patterns; aligns with AHPRA continuing professional development requirements and university quality frameworks Health professions students and educators in university settings

Abstract

BACKGROUND: Artificial intelligence (AI) is increasingly integrated into education and health care, raising questions about how students use these technologies and how AI influences their learning. In health education, understanding these trends is particularly important because student learning directly impacts future clinical skills. OBJECTIVE: This study aimed to explore the use of AI tools by health sciences students at the University of Ottawa. More specifically, it sought to identify the most frequently used AI tools, describe students' usage habits, determine which tools support knowledge acquisition and skill development, and gather students' recommendations for effective strategies to raise awareness and train their peers on the responsible use of AI. METHODS: A qualitative approach was used with students from 10 health professions who reported using AI in their studies. Data were collected through semistructured interviews and an open-ended qualitative online survey. Inductive thematic analysis within an interpretive paradigm was applied to capture patterns, perceptions, and emergent themes. RESULTS: A total of 51 health professions students participated in the study. Most were women between the ages of 20 and 29 years. ChatGPT (OpenAI) emerged as the most frequently used AI tool. Students perceived AI as a complementary tool that facilitated knowledge acquisition, skill development, writing, and problem-solving. AI adoption was driven by curiosity, peer influence, and the desire to improve work efficiency. Students critically evaluated AI results, integrated the tools into their learning processes, and emphasized the importance of technical skills, critical thinking, and digital literacy. Peer learning, hands-on demonstrations, and access to online resources were recommended for effective AI training. CONCLUSIONS: This research demonstrates that health professions students actively use AI tools, particularly ChatGPT, to support learning, skill development, and academic tasks. Although AI is valuable as an educational aid and its use varies by student and context, this highlights the need for structured guidance, critical evaluation skills, and peer-supported training. These findings highlight the importance of thoughtfully integrating AI into educational programs to enhance learning outcomes, foster skill acquisition, and ensure responsible and effective adoption.

References

1. 1.Guirguis, M., Fotsing, S., Fevry, J., Landry, C., Bouchard-Lamothe, D., Lacroix, J., & Jalali, A. (2026). Artificial Intelligence in Health Professions Education: Qualitative Study of Student Experiences. Journal of Medical Internet Research, 28(4), e57132. https://doi.org/10.2196/57132