Use and teaching of pneumatic otoscopy in a family medicine residency program.
Bibliographic record
Abstract
OBJECTIVE: To determine to what extent FPs teach and use pneumatic otoscopy and to identify the chief influences on this behaviour. DESIGN: Mixed-methods descriptive study conducted between March and May 2011. SETTING: The family medicine residency program at Laval University in Quebec city, Que. PARTICIPANTS: Directors of the family medicine teaching units (FMTUs), teachers, and residents. METHODS: We used questionnaires to assess the availability of pneumatic otoscopy equipment in 12 FMTUs, current behaviour and behavioural intention among physicians (residents and teachers) to use or teach pneumatic otoscopy, and facilitators and barriers to these practices. We also conducted 2 focus groups to further explore the facilitators of and barriers to using pneumatic otoscopy. We used descriptive statistics for quantitative data, transcribed the qualitative material, and performed content analysis. MAIN FINDINGS: Eight of the 12 FMTUs reported having pneumatic otoscopy equipment. Four had it in all of their consulting rooms, and 2 formally taught it. Nine (4%) of 211 physicians reported regular use of pneumatic otoscopy. Mean (SD) intention to teach or use pneumatic otoscopy during the next year was low (2.4 [1.0] out of 5). Teachers identified improved diagnostic accuracy as the main facilitator both for use and for teaching, while residents identified recommendation by practice guidelines as the main facilitator for use. All physicians reported lack of availability of equipment as the main barrier to use. The main barrier to teaching pneumatic otoscopy reported by teachers was that they did not use it themselves. In focus groups, themes of consequences, capabilities, and socioprofessional influences were most dominant. Residents clearly identified role modeling by teachers as facilitating the use of pneumatic otoscopy. CONCLUSION: Pneumatic otoscopy is minimally used and taught in the family medicine residency program studied. Interventions to increase its use should target identified underlying beliefs and facilitators of and barriers to its use and teaching.
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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 | 0.001 | 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 | 0.000 | 0.000 |
| Scholarly communication | 0.000 | 0.000 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.000 |
| 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".