The View From the Top: Academic Emergency Department Chairs’ Perspectives on Education Scholarship
Why this work is in the frame
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Bibliographic record
Abstract
Education scholarship continues to grow within emergency medicine (EM) and in academic medicine in general. Despite a growing interest, would-be education scholars often struggle to find adequate mentorship, research training, funding, and protected time to produce rigorous scholarship. The ways in which individual academic EM departments can support this mission remains an area in need of description. OBJECTIVES: We sought to describe academic EM department chairs' perceptions of education scholarship and facilitators and barriers to producing high-quality education scholarship. METHODS: We conducted a qualitative study using a grounded theory-derived approach. Participants were solicited directly, and semistructured interviews were conducted via telephone. Interviews were transcribed verbatim and were analyzed by three study investigators using a coding matrix. Discrepancies in coding were resolved via in depth discussion. RESULTS: We interviewed seven EM chairs from academic departments throughout North America (six in geographically diverse regions of the United States and one in western Canada). Chairs described education scholarship as lacking clearly defined and measurable outcomes, as well as methodologic rigor. They identified that education faculty within their departments need training and incentives to pursue scholarly work in a system that primarily expects teaching from educators. Chairs acknowledged a lack of access to education research expertise and mentorship within their own departments, but identified potential resources within their local medical schools and universities. They also voiced willingness to support career development opportunities and scholarly work among faculty seeking to perform education research. CONCLUSIONS: Academic EM chairs endorse a need for methodologic training, mentorship, and access to expertise specific to education scholarship. While such resources are often rare within academic EM departments, they may exist within local universities and schools of medicine. Academic EM chairs described themselves as willing and able to support faculty who wish to pursue this type of work.
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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 | 0.001 | 0.002 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.000 | 0.000 |
| Science and technology studies | 0.002 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| 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 it