Final Project Preparation, Presentation, and Course Integration: Summary and Assessment

The final project integrates the course into a practical demonstration of clinical data management competence. A strong project has clear scope, realistic data structures, reproducible R workflows, meaningful quality checks, interpretable outputs, and strong documentation. The final presentation and peer review process help learners explain, defend, and improve their work.