Faculty Development for Medical School Community-Based Faculty: A Council of Academic Family Medicine Educational Research Alliance Study Exploring Institutional Requirements and Challenges
Bibliographic record
Abstract
PURPOSE: Community-based faculty play a large role in training medical students nationwide and require faculty development. The authors hypothesized that positive relationships exist between clerkships paying preceptors and requiring faculty development, and between protected clerkship directors' time and delivering face-to-face preceptor training, as well as with the number or length of community-based preceptor visits. Through under standing the quantity, delivery methods, barriers, and institutional support for faculty development provided to community-based preceptors teaching in family medicine clerkships, best practices can be developed. METHOD: Data from the 2015 Council of Academic Family Medicine's Educational Research Alliance survey of Family Medicine Clerkship Directors were analyzed. The cross-sectional survey of clerkship directors is distributed annually to institutional representatives of U.S. and Canadian accredited medical schools. Survey questions focused on the requirements, delivery methods, barriers, and institutional support available for providing faculty development to community-based preceptors. RESULTS: Paying community-based preceptors was positively correlated with requiring faculty development in family medicine clerkships. The greatest barrier to providing faculty development was community-based preceptor time availability; however, face-to-face methods remain the most common delivery strategy. Many family medicine clerkship directors perform informal or no needs assessment in developing faculty development topics for community-based faculty. CONCLUSIONS: Providing payment to community preceptors may allow schools to enhance faculty development program activities and effectiveness. Medical schools could benefit from constructing a formal curriculum for faculty development, including formal preceptor needs assessment and program evaluation. Clerkship directors may consider recruiting and retaining community-based faculty by employing innovative faculty development delivery methods.
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How this classification was reachedexpand
Full frame distilled prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.
Codex and Gemma teacher scores by category
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.012 | 0.019 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.001 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.002 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.001 | 0.000 |
| Research integrity | 0.000 | 0.002 |
| Insufficient payload (model declined to judge) | 0.000 | 0.000 |
Machine scores (provisional)
The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.
Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.
score_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from itClassification
machine, unvalidatedMachine predicted; a candidate call from one teacher head, not a consensus.
How this classification was reached, model by model and score by score, is at the end of the page under "How this classification was reached".