MétaCan
Menu
Back to cohort
Record W2949692593 · doi:10.1111/ijpp.12550

The change in pharmacists’ attitude, confidence and job satisfaction following participation in a novel hypertension support service

2019· article· en· W2949692593 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueInternational Journal of Pharmacy Practice · 2019
Typearticle
Languageen
FieldPharmacology, Toxicology and Pharmaceutics
TopicPharmacy and Medical Practices
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsMedicinePsychological interventionPharmacistJob satisfactionFamily medicineConfidence intervalNursingPharmacyInternal medicine

Abstract

fetched live from OpenAlex

OBJECTIVES: To demonstrate how the confidence, attitude and job satisfaction of pharmacists who provide interventions and lifestyle support services to patients with hypertension are altered. METHODS: This study was a before-and-after study that used data from 50 pharmacists who participated in the Community Pharmacists Assist for Blood Pressure (COMPASS-BP) study, which was an interventional study that was conducted in Japan to evaluate the effects of lifestyle support services provided to hypertension patients. The pharmacists received 4 h of training before the study was initiated to learn how to quickly provide patients with guidance about diet and exercise and tobacco and alcohol consumption. During the interventional period, each pharmacist provided concise lifestyle guidance to 1-3 hypertension patients. The pharmacists met with the patients a total of 5 times. The parameters that were assessed were the pharmacists' attitudes towards and confidence in their lifestyle support services, as well as their level of job satisfaction. We verified the scores of each parameter assessed before and after the study, as well as changes in the relationships among the different parameters. KEY FINDINGS: Significant increases from baseline to the end of the study were observed for Confidence (P < 0.01), Job satisfaction, including 'Knowledge' (P < 0.01), 'Patient counselling management' (P = 0.04) and 'Sense of personal growth' (P < 0.01). Additionally, path analysis results revealed that after the study, the causal relationship between 'Knowledge' and 'Attitude' disappeared, and a new causal relationship appeared between 'Patient counselling and management' and 'Attitude'. CONCLUSIONS: Providing lifestyle guidance improved pharmacists' confidence and attitude. Also, 'Attitude' tended to improve as the 'Patient counselling and management' score increased.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.002
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.699
Threshold uncertainty score0.697

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0050.002
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.003
Open science0.0000.000
Research integrity0.0000.002
Insufficient payload (model declined to judge)0.0000.000

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.

Opus teacher head0.237
GPT teacher head0.541
Teacher spread0.304 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it