REBEL MIND – Mastery Learning and Deliberate Practice

• Mastery Learning: A unique educational framework focusing on achieving high competence with minimal variability among learners.
• Deliberate Practice: Involves learner-driven improvement, guided by expert feedback and breaking skills down into micro steps.
•  Psychological Safety: Essential in mastery learning, allowing open feedback without fear or shame, enhancing growth. Embrace the productive struggle! 
• Practice to Prevent Skill Decay and Improve Clinically: Application of mastery learning principles helps maintain high proficiency levels in both common and rare procedures.

• REBEL MIND: The Dunning-Kruger Effect
• REBEL MIND: Growth vs Fixed Mindset

Welcome back to Rebel MIND, the podcast where we sharpen the person behind the practitioner. MIND stands for Mastering Internal Negativity during Difficulty. This series emphasizes productivity, provider performance, and team optimization to ensure we are at our best during high-pressure situations. In this episode, host Dr. Kim Bambach chats with master educator Dr. Jennifer Yee about the science of performance through mastery learning and deliberate practice. 

Jennifer Yee, DO is an associate residency program director for OSU Emergency Medicine, the OSU EM director for assessment and evaluation, and an associate professor of emergency medicine.  She is from Akron, Ohio and earned her bachelor degree from Ohio University and her medical degree through the Ohio University College of Medicine. Her residency training was completed through Summa Akron City Hospital. After serving as chief resident, she completed a simulation medicine fellowship at Summa.

She completed Northwestern’s Designing and Implementing Simulation-Based Mastery-Learning Curricula, as well as Ohio State’s Master of Art’s program in Biomedical Education. She established a mastery-based procedural curriculum for OSU’s EM residency program before creation of an institution-wide mastery-based central venous catheter (CVC) curriculum for all housestaff expected to place CVCs during their clinical training.

How can use the principles of mastery learning as better benchmark for learning, performance, and patient safety? How can we practice deliberately?

Unlike traditional clinical training, which is time-bound (e.g., “you are competent after a 3-year residency” or “after 10 chest tubes”), Mastery Learning is outcome-bound. The goal is to get every single learner from their unique baseline to an identical, objectively high level of performance with minimal variation. In this framework, learners start with a pre-brief, followed by baseline assessment, targeted debrief, deliberate practice, and a final evaluation using a checklist with a strict minimum passing standard (often set via methods like the Mastery Angoff). The mastery learning framework has been shown to improve patient safety.

• • The Northwestern Central Line Study: Research demonstrated that requiring residents to achieve a set benchmark on a simulator prior to clinical performance led to fewer needle passes, a decrease in mechanical complications (such as accidental arterial punctures), and a subsequent reduction in catheter-associated infection rates in the intensive care unit.
  • High-Acuity, Low-Occurrence (HALO) Procedures: Studies have demonstrated that for rare, critical procedures like emergency cricothyrotomies or transvenous pacing, baseline testing shows that very few trainees can meet a standard passing score initially. However, following targeted simulation training and deliberate practice, 100% of participants successfully achieved the minimum standard required to perform the procedure competently.

• • We often assume experience or confidence equals competence, but humans are notoriously poor self-assessors (plug for our Dunning-Kruger episode!). True deliberate practice isn’t just repeating a task for 10,000 hours; it is purposeful, learner-driven micro-skill improvement guided by an expert coach.

    • High-Quality Feedback: Avoid vague phrases like “good job” or “read more.” Effective coaching relies on strictly objective, real-time observations (e.g., “I am watching your needle angle. If you enter the skin more steeply, you will hit the vessel faster”).

    • Embrace a Growth Mindset: Stripping away your ego to be silently watched and critiqued  is inherently awkward. Normalize deliberate practice to create psychological safety. Overcoming this requires building an environment centered on patient safety, where baselines are treated as data points rather than judgments. True growth happens with the “productive struggle”.

    • Adaptive Expertise: True mastery means moving past a rigid checklist. It requires learners to understand the reasoning behind their actions and anticipate next steps, complications, and plot twists in real time.

1. **Reflect on Personal Goals**: Identify specific clinical skills you wish to improve and set objectives.  
2. **Seek Expert Feedback**: Find a mentor or coach for guided practice and objective feedback on your skills.  
3. **Cultivate Psychological Safety**: Foster an environment where discussing mistakes and receiving feedback is viewed as growth rather than criticism.  
4. **Practice Adaptively**: Introduce scenarios with atypical anatomy,  complications, plot twists to better prepare for real-world complexity. 

By focusing on specific skill improvement and welcoming constructive feedback, clinicians can build competence and confidence, ultimately improving performance and patient safety. Effective mastery learning hinges on creating psychologically safe learning environments, engaging in focused deliberate practice, and leveraging expert feedback. This approach can be applied to clinical procedural excellence as well as many other skills, including communication and team dynamics.

Mastery learning is an outcome-bound framework to reach a high standard of performance and deliberate practice is the tool that can help you achieve that high performance through expert feedback.

1. Barsuk JH, et al.
   Dissemination of a simulation-based mastery learning intervention reduces central line-associated bloodstream infections. BMJ Quality & Safety. Sep 2014.
   PMID: 24632995
   
   
2. Klein MR, et al.
   Developing simulation-based mastery learning curricula for emergency medicine skills training. AEM Education and Training. Jun 2025.
   PMID: 40521339