POCUS Educators Bootcamp: Practical Education Frameworks That Solve Problems

This is a summary of a lecture delivered by Dr Aaron Danielson, MD, MAS, Associate Professor of Emergency Medicine

at UC Davis Health in Sacramento, California at the POCUS Mastery Retreat in New Zealand on June 18th 2026.

Dr Danielson is a practising emergency physician and graduate of a Medical Education Fellowship, serving as Program Director for the Emergency Medicine Residency and Chair of the Curriculum Evaluation and Outcomes Subcommittee at UC Davis. He has extensive experience across undergraduate and graduate medical education, with particular expertise in clinical skills instruction, curriculum design, and evaluation.

As a medical education expert, people frequently get Aaron involved when something doesn't go quite right. We all experience teaching sessions that don’t land as intended. Here are some practical education tips that help troubleshoot common teaching and curriculum challenges designed for clinicians who teach, supervise, or design training, the session includes applied strategies and a facilitated Q&A.

Cognitive Load and Effective Learning in Medical Education

Learning is most effective when educators understand how learners process information. Cognitive Load Theory highlights that novices and experts think differently: novices have limited mental frameworks and can easily become overwhelmed, whereas experts draw on well-developed knowledge structures that allow them to process information more efficiently.

A key principle is to minimise unnecessary cognitive burden.

Educators should aim to reduce:

• Intrinsic load where possible by breaking complex topics into manageable components.

• Extraneous load by removing distractions, simplifying explanations, and focusing on what is most relevant.

The goal is to create sufficient mental capacity for learners to engage in meaningful learning and knowledge retention.

Principles of Adult Learning

Adult learners are most engaged when education is clearly relevant to their clinical practice.

Effective strategies include:

• Understanding learners’ needs and goals before teaching.

• Delivering content at the point it is needed ("just-in-time" learning).

• Following up after teaching to determine whether learning has translated into practice.

• Maintaining a culture of positive regard, where learners feel respected, supported, and psychologically safe.

Feedback That Promotes Growth

High-quality feedback should encourage reflection and conversation rather than judgement. One useful approach is to ask learners "why?" in a genuinely curious manner, helping uncover their reasoning and decision-making processes.

Effective feedback is:

• Delivered early and frequently.

• Specific and actionable.

• Adapted to the learner's level of experience.

• Focused on behaviours rather than personal attributes.

When addressing challenges such as overconfidence, feedback should be grounded in specific examples and, if concerns persist, may require involvement of supervisors or educational leaders.

Practical Strategies to Enhance Learning

Several evidence-informed approaches can improve educational outcomes:

• Keep didactic teaching concise, ideally no longer than 30 minutes.

• Prioritise hands-on practice and experiential learning.

• Use spaced repetition to reinforce knowledge over time.

• Employ checklists, systems, and accountability measures to support desired behaviours and reduce reliance on memory alone.

• Engage senior learners in supporting and reinforcing learning processes within the group.

Overall, effective medical education balances cognitive demands, creates psychological safety, provides timely feedback, and uses active learning strategies that help learners translate knowledge into clinical practice.