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Record W3158768949 · doi:10.3390/pharmacy9020092

Perceptions of Independent Pharmacist Prescribing among Health Authority- and Community-Based Pharmacists in Northern British Columbia

2021· article· en· W3158768949 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.
aboutThe title or abstract carries a Canadian signal from the geographic lexicon.

Bibliographic record

VenuePharmacy · 2021
Typearticle
Languageen
FieldMedicine
TopicPharmaceutical Practices and Patient Outcomes
Canadian institutionsUniversity of Northern British ColumbiaNative Mental Health Association of Canada
Fundersnot available
KeywordsPharmacistLicensureFamily medicineMedicineLegislationCertificationNursingHealth authorityMedical prescriptionDescriptive statisticsPharmacyScope of practiceHealth carePolitical science

Abstract

fetched live from OpenAlex

Pharmacists across Canada have varying degrees of ability to prescribe medications depending on their jurisdiction of licensure. The purpose of this study was to the evaluate attitudes, beliefs, and perceptions of independent pharmacist prescribing among health authority- and community-based pharmacists. This prospective, cross-sectional online survey assessed the perceptions of independent pharmacist prescribing of health authority and community pharmacists practising in northern British Columbia (BC), which was defined as within the geographical boundaries of Northern Health. Responses were analysed using descriptive statistics and a regression analysis. There were 45 respondents to the survey: 22 community pharmacists and 23 health authority pharmacists. Both community and health authority pharmacists held positive perceptions of independent pharmacist prescribing and did not identify any barriers to incorporating independent pharmacist prescribing into their practice. Respondents were highly likely to apply for independent pharmacist prescribing authority, if available. Pharmacists in BC are currently not able to independently prescribe schedule I medications. The provincial regulatory body has proposed a framework for a Certified Pharmacist Prescriber designation, which if approved would allow pharmacists to prescribe in collaborative practice settings. This study provides some insight into the perception of pharmacists in northern BC in pursuing this designation, which may be valuable for planning purposes in case of adoption of the framework. These results are also likely applicable to other non-urban practice settings in Canada. Pharmacists in northern BC perceived independent pharmacist prescribing positively and a high proportion were likely to apply for this authority if it were permitted via legislation.

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)0.001
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: Observational
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.040
Threshold uncertainty score0.990

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0010.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0000.000
Open science0.0000.000
Research integrity0.0000.001
Insufficient payload (model declined to judge)0.0010.000

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 head0.197
GPT teacher head0.435
Teacher spread0.238 · 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