This case study highlights how the Journal of Bone and Joint Surgery partnered with NEJM and Area9 to create an adaptive learning platform for orthopedic surgeons preparing for certification, recertification, and continuing education. The challenge was delivering efficient, personalized learning to time-constrained clinicians using traditional methods that lacked relevance and adaptability. The solution provided a comprehensive, evidence-based system with thousands of questions across subspecialties, adapting to each learner’s needs. The program demonstrated improved learning efficiency and a positive relationship between platform use and exam success, reinforcing adaptive learning’s role in advancing lifelong medical education.

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