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Updated: Aug 30, 2025

Project-Based Learning Guidelines for Health Sciences Students: An Analysis with Data Mining and Qualitative Techniques
Published on: December 9, 2022
Innovation of health data science curricula
1Department of Biomedical and Health Information Sciences, College of Applied Health Sciences, University of Illinois at Chicago, Chicago, Illinois, USA.
A new Health Data Science concentration prepares health informatics professionals with essential data science skills. This innovative curriculum uses active learning to equip students for in-demand healthcare careers.
Area of Science:
- Health Informatics Education
- Data Science in Healthcare
- Workforce Development
Background:
- Growing demand for health informatics professionals with data science and digital skills.
- Need for innovative educational approaches to meet workforce demands.
- University of Illinois at Chicago's Master's in Health Informatics (MSHI) program expansion.
Purpose of the Study:
- Introduce a Health Data Science (HDS) concentration within the MSHI program.
- Align curriculum with employer-sought skills in health informatics.
- Prepare students for complex roles in the evolving healthcare landscape.
Main Methods:
- Incorporated four levels of learning into the curriculum.
- Utilized leader interviews, advisory board input, and faculty expertise to identify employer needs.
- Employed a rapid infusion approach for designing active learning assessments simulating real-world scenarios.
Main Results:
- Course evaluations indicated high student satisfaction with course quality.
- Students found the program intellectually challenging and stimulating.
- Key beneficial aspects included live lectures, hands-on data manipulation, and simulated real-world situations.
Conclusions:
- The rapid infusion approach effectively develops active learning assignments for in-demand health informatics competencies.
- The curriculum fosters creative thinking and flexible problem-solving skills.
- Survey data validates the relevance and effectiveness of this active learning strategy for preparing students for successful careers in health informatics.
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