The Impact of Nationally Coordinated Pharmacy‐Based Asthma Education Intervention
Bibliographic record
Abstract
OBJECTIVE: To assess the impact of a nationally coordinated pharmacy-based educational intervention on self-management behaviour and markers of asthma control in self-referred patients with asthma. DESIGN: An asthma clinic day was set up by a national chain of community pharmacies whereby pharmacists used a structured questionnaire to assess asthma control and self-care among self-referred patients with doctor-diagnosed asthma. In a one-on-one counselling session, each patient's educational needs were identified and the appropriate education offered. A telephone follow-up 30 days later assessed the impact of teaching. SETTING: Community pharmacies across Canada. OUTCOME MEASURES: The follow-up questionnaire quantified the number of wheezing episodes or other symptoms per week, the number of night-time awakenings per week, and the frequency of use of reliever and preventive medications. RESULTS: Of 4080 patients assessed, 22.2% used an inadequate inhaler technique, 16.4% used a short acting beta2-agonist excessively and 21.0% were not using an inhaled corticosteroid daily despite a frequency of symptoms that would suggest that it was needed. Common educational interventions included a review of inhaler technique (41.9%), a recommendation for regular inhaled corticosteroids (31.5%) and a referral to the primary care physician (21.0%). Thirty days after the educational intervention, patients reported significant decreases in the frequency of daytime asthma symptoms, the frequency of nocturnal symptoms and the frequency with which short acting beta2-agonists were used, while reporting significant increases in their use of preventive medication. CONCLUSIONS: A brief assessment and an educational intervention in the community pharmacy can produce significant short term improvements in patient-reported symptom control and appropriate self-management behaviour.
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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 | 0.000 | 0.000 |
| 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) | 0.001 | 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".