Health Informatics Programs Integrate Generative AI Education

Researchers at the University of Illinois Chicago and the University of San Francisco designed generative AI learning assignments for two Master’s-level health informatics courses and evaluated outcomes using pre/posttests and student reflections during the semester. UIC students’ knowledge rose from 81% to 93% and USF students’ from 77% to 80%; reflections emphasized ethics, information transformation, and organizational change, supporting curricular integration of AI competencies.
Key Points
- 1Demonstrated knowledge gains: UIC students improved from 81% to 93%, USF from 77% to 80%.
- 2Highlighted ethics and organizational change as primary engagement drivers, showing students prioritize responsible AI use.
- 3Recommend curricular integration of generative AI competencies to prepare graduates for evolving digital health roles.
Scoring Rationale
Practical, peer-reviewed study with clear educational value, limited by scope of two programs and short-term assessment.
Sources
Public references used for this report.
Practice with real Health & Insurance data
90 SQL & Python problems · 15 industry datasets
250 free problems · No credit card
See all Health & Insurance problems