This presentation will involve a brief summary of the rationale, design and main results related to education for the Comparative Effectiveness of Models Optimizing Patient Safety and Resident Education Trail (iCOMPARE). The randomized trial involving 63 internal medicine residency programs provides lessons for medical educational researchers on multiple fronts including trial management, participation and incentives, and avenues for future work.