ReviewAEM education and training2026
Variability and Innovation in Faculty Development Models in Emergency Medicine.
Review in AEM education and training, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Variability and Innovation in Faculty Development Models in Emergency Medicine.AEM education and training · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Ongoing faculty development is essential in academic emergency medicine (EM) to ensure physicians remain clinically competent, educationally effective, and aligned with evolving healthcare demands. Despite this necessity, approaches to faculty development vary widely in structure, participation expectations, and underlying educational philosophy. Objectives: This paper explores the spectrum of faculty development models, including voluntary participation, asynchronous learning, and institutional mandates, examining how each aligns with learning theory and motivational frameworks such as Self-Determination Theory. Discussion: We discuss the benefits and limitations of different methods, including their impact on engagement, skill retention, accountability, and institutional culture. Drawing from both educational literature and implementation experience, we highlight the importance of intentional design, learner autonomy, and system-level alignment in promoting meaningful and sustainable faculty growth. Conclusion: Ultimately, the paper presents an expert-informed conceptual framework to guide academic departments in selecting and tailoring faculty development strategies that balance individual motivation with organizational responsibility.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.