Prioritize operational-setting protocols, longitudinal expertise tracking, team dynamics, and real-time monitoring as next steps for educational neuroimaging¶
Strategy · All strategies
Evidence · no claims cited
Description¶
The review identifies areas ripe for further research: establishing viable study designs and methods for operational settings, since studies embedded in realistic clinical tasks are scarce; examining team dynamics, as one included study showed it was feasible to use wireless functional neuroimaging to measure workload and team engagement in simulated clinical settings; conducting longitudinal studies tracking brain activation changes to individualize and optimize training; and developing sophisticated and affordable wearable devices for live patient care environments.
Design Implications¶
Context¶
Requirements¶
- Robust methodology for sample size considerations with respect to the research question, which the review says is needed as the field matures
Constraints¶
- The review notes logistical impediments remain an important barrier to combining measurement modalities, and that team dynamics in fluid clinical settings are quite complex
Target Learners¶
- medical trainees and health professionals in simulation-based and clinical settings
Target Learning Goals¶
- expertise development
- teamwork and crisis event management
- neurocognitive engagement monitoring
Related Strategies¶
- Prioritize longitudinal studies tracking trainees from simulation to real-world surgical performance
- Prioritize longitudinal designs, detailed screen-time measures, and late-adolescent samples in future neuroimaging research
- Prioritize multicenter, randomized designs with standardized reporting and longitudinal follow-up in future surgical education research
Examples¶
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Key Sources¶
- Toy, S., Huh, D. D., Materi, J., Nanavati, J., & Schwengel, D. A. (2022). Use of neuroimaging to measure neurocognitive engagement in health professions education: a scoping review. Medical Education Online, 27(1). https://doi.org/10.1080/10872981.2021.2016357
Page metadata
| Field | Value |
|---|---|
status |
review |
generated |
by process:wiki-ingest on 2026-10-31 |
trust |
unverified — no one has confirmed this page's content |
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