Organizing and Improving Outcomes for Changing Teaching in Neurological Surgery Residency Using Innovation.

BACKGROUND

Neurosurgical training is uniquely constrained by prolonged duration, limited case volumes, and high-stakes decision-making that demands simultaneous mastery of technical skills, clinical judgment, professionalism, and communication. Traditional assessment systems often detect late deficits and provide insufficiently granular feedback for early, individualized remediation.

METHODS

We implemented an integrated educational performance framework in an Accreditation Council for Graduate Medical Education (ACGME) osteopathic-recognized neurosurgery residency consisting of: (1) a point-based quarterly promotion system capturing required clinical, scholarly, and professional activities; (2) a resident-generated multiple-choice question and quiz program linked to didactic content and in-service exam domains; (3) simulation-enhanced technical training using cadavers, three-dimensional (3D)-printed models, and virtual reality; and (4) a predictive analytics dashboard that synthesizes longitudinal performance signals to identify strengths and emerging risks early.

RESULTS

Across trainees, quarterly point totals and quiz performance provided actionable early markers of engagement and knowledge acquisition. Residents falling ≥10% below quarterly point thresholds on two consecutive quarters were reliably identified for goal-oriented success plans, enabling targeted remediation or, when necessary, determination of inability to meet program requirements. Quiz participation and scores are tracked with bi-monthly examinations and annual in-service performance, allowing topic-specific coaching and peer-mentoring by high performers. Simulation interventions demonstrated measurable skill acquisition and procedural efficiency improvements consistent with prior published program outcomes.

CONCLUSIONS

A novel combined point-quiz-simulation framework, strengthened by predictive analytics, creates a closed-loop competency system that detects deficits early, amplifies strengths, and aligns resident and faculty actions to program mission, milestones, and patient-centered outcomes. This approach is feasible, transferable, and may help address regional neurosurgical access gaps by accelerating the development of safe, independent surgeons while preserving wellness and professionalism. A core finding of this manuscript is that measurable structure improves resident function.