Interprofessional Collaboration and Team Effectiveness of Pharmacists in General Practice: A Cross-National Survey
Bibliographic record
Abstract
As team-based care continues to evolve, pharmacists have been included in general practice teams in many countries, to varying extents, to improve medication use and patient safety. However, evidence on interprofessional collaboration and team effectiveness of pharmacists in general practice is sparse. This study aimed to compare the extent of interprofessional collaboration and team effectiveness of general practice pharmacists in Australia with international sites (Canada and the UK), and identify the factors associated with interprofessional collaboration and team effectiveness. General practice pharmacists from Australia, Canada, and the UK were identified through professional organisations and networks, and invited to participate in an online survey, adapted from existing validated tools. The survey explored interprofessional collaboration through four sub-domains (professional interactions, relationship initiation, trust and role clarity, and commitment to collaboration) and team effectiveness of general practice pharmacists. Of the 101 respondents (26 from Australia, 44 from Canada and 31 from the UK), 79% were female and 78% were aged below 50 years. Interprofessional collaboration and team effectiveness appeared to be high and similar between countries. Total scores for collaboration of pharmacists were 86.1 ± 7.4 in Australia, 88.5 ± 7.5 in the UK, and 89.1 ± 7.3 in Canada (mean ± SD, where higher scores represent more advanced collaboration), while the team effectiveness scores of the pharmacists were 88.6 ± 14.6 in Canada, 91.8 ± 14.6 in Australia and 97.5 ± 14.0 in the UK. Pharmacists who had worked in general practice for a longer time showed advanced interprofessional collaboration while those who worked exclusively in general practice had higher scores for team effectiveness. Overall, general practice pharmacists in the three countries were highly collaborative with general practitioners. Long-term employment and longer work hours could enhance interprofessional collaboration and team effectiveness in general practice pharmacists by improving trust and working relationships over time.
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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 | 0.020 | 0.002 |
| 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 | 0.000 | 0.001 |
| Open science | 0.000 | 0.000 |
| Research integrity | 0.000 | 0.001 |
| Insufficient payload (model declined to judge) | 0.001 | 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".