Learner Perceptions of a Video Recording Activity for Patient Consultation Training in a Pharmacist-Led Primary Care Clinic Located in an Academic Institution
Bibliographic record
Abstract
Description of the problem: Development of evidence-based educational activities is needed to provide educators with the tools to aid learners in strengthening patient consultation skills in the primary care practice setting, an emerging area of practice in Canada. Objective: The objective was to develop an educational activity to bring self-awareness to fourth year pharmacy student and pharmacy resident consultation skills and to determine learner perceptions of this educational activity, including identifying the key areas of skill development that learners found were positively impacted. Description of the innovation: An innovative learning activity utilizing audio-video technology to enable recording and reviewing of learner-led patient consultations was developed and implemented within the University of British Columbia Pharmacists Clinic. Learners had the opportunity to lead 60-minute patient consultations. With patient and learner consent, patient consultations were recorded for learner viewing and self-assessment. Pharmacist preceptors supervised and assessed learner performance. Learners completed an online anonymous survey after the learning activity to evaluate its value. Critical analysis: Between September 2018 and July 2019, eight pharmacy learners, consisting of student pharmacists (5) and post-graduate pharmacy residents (3) completed the learning activity and provided their feedback. The majority of learners (87.5%) felt the learning activity was beneficial to the development of patient consultation skills. Learners gained awareness of areas requiring improvement which included appropriate questioning, clear and concise language, time management and non-verbal habits. Next steps: Adapting and modifying this learning activity to align with specific practice settings and learning objectives is feasible for other primary care practice sites offering experiential practicums.
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How this classification was reachedexpand
Full frame machine prediction
Teacher imitationNot calibrated prevalence, not ground truth. Human validation pending. The Gemma side is a direct model label for every work in the frame, read from the title-only record. The Codex side is a classifier learned from the 10,348 direct Codex labels and calibrated to design-weighted sample rates; fields without enough sample support carry no Codex call. Candidate is the union of the two sides; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels.
Distilled classifier scores by category (both heads)
| Category | Codex | Gemma |
|---|---|---|
| Metaresearch | 0.004 | 0.017 |
| Meta-epidemiology (narrow) | 0.000 | 0.000 |
| Meta-epidemiology (broad) | 0.000 | 0.000 |
| Bibliometrics | 0.001 | 0.000 |
| Science and technology studies | 0.001 | 0.000 |
| Scholarly communication | 0.001 | 0.001 |
| Open science | 0.001 | 0.001 |
| Research integrity | 0.001 | 0.001 |
| Insufficient payload (model declined to judge) | 0.004 | 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 source (direct Gemma or distilled Codex), 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".