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Related Experiment Videos

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

Melissa Miulli1, Christopher Wong2, Jose Gonzalez2

  • 1Education, California Baptist University, Riverside, USA.

Cureus
|June 8, 2026
PubMed
Summary
This summary is machine-generated.

Related Concept Videos

Nursing Process for Patient and Caregiver Teaching II: Planning and Implementation01:24

Nursing Process for Patient and Caregiver Teaching II: Planning and Implementation

Planning for learning involves the development of a teaching plan. Teaching plans are similar to nursing care plans—both follow the steps of the nursing process. Planning in the teaching process involves setting goals and outcomes. Here, goals identify what a patient needs to achieve to understand a healthcare topic better, whereas the outcomes are the action to be performed by the patient to achieve the goal within a timeframe. For example, if the goal is to educate the patient about insulin...

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A structured neurosurgical training framework using points, quizzes, and simulation, enhanced by analytics, identifies deficits early. This measurable structure improves resident function and accelerates the development of safe surgeons.

Area of Science:

  • Medical Education
  • Neurosurgery Training
  • Surgical Skill Assessment

Background:

  • Neurosurgical training faces challenges with duration, case volume, and high-stakes decision-making.
  • Traditional assessments often identify deficits late, lacking granular feedback for early intervention.

Purpose of the Study:

  • To implement and evaluate an integrated educational performance framework for neurosurgery residency.
  • To improve early identification of resident deficits and enhance skill acquisition.

Main Methods:

  • Implemented a point-based promotion system, a resident-led quiz program, and simulation-enhanced technical training.
  • Utilized a predictive analytics dashboard to synthesize performance data and identify risks early.

Main Results:

Keywords:
innovationneurosurgical residencyosteopathicpoint systempromotionremediation

Related Experiment Videos

  • Quarterly points and quiz performance served as early indicators of engagement and knowledge.
  • A system reliably identified residents needing targeted remediation or program exit.
  • Simulation interventions showed measurable improvements in skill acquisition and efficiency.

Conclusions:

  • A combined framework with predictive analytics creates a closed-loop system for competency assessment.
  • This approach is feasible, transferable, and accelerates the development of safe, independent surgeons.
  • Measurable structure in training demonstrably improves resident function and outcomes.