MétaCan
Menu
Back to cohort
Record W2035441821 · doi:10.3821/145.3.cpj124

Pharmacists and Harm Reduction: A Review of Current Practices and Attitudes

2012· review· en· W2035441821 on OpenAlexaffvenue
Tyler Watson, Christine Hughes

Bibliographic record

VenueCanadian Pharmacists Journal / Revue des Pharmaciens du Canada · 2012
Typereview
Languageen
FieldMedicine
TopicHIV, Drug Use, Sexual Risk
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsHarm reductionMedicineHarmPharmacistNursingHealth carePharmacyFamily medicinePublic healthPsychologyPolitical science

Abstract

fetched live from OpenAlex

BACKGROUND: Injection drug use and other high-risk behaviours are the cause of significant morbidity and mortality and thus have been the focus of many health promotion strategies. Community pharmacists are considered underutilized health providers and are often thought to be more accessible than other health professionals. The purpose of this review is to provide an overview of community pharmacists' practices as well as pharmacists' attitudes and identified barriers toward providing harm reduction services. We will highlight the major harm reduction services being offered through community pharmacies, as well as identify barriers to implementing these services. METHODS: A review of the literature from 1995 to 2011 was conducted using the electronic databases MEDLINE, PubMed and Scopus, encompassing pharmacists' involvement in harm reduction services. Keywords included pharmacist, harm reduction, disease prevention, health promotion, attitudes, competence and barriers. References of included articles were examined to identify further relevant literature. RESULTS: Pharmacists are primarily involved in providing clean needles to injection drug users, as well as opioid substitution. Pharmacists generally have a positive attitude toward providing health promotion and harm reduction programs and express some interest in increasing their role in this area. Common barriers to expanding harm reduction strategies in community pharmacists' practice include lack of time and training, insufficient remuneration, fear of attracting unruly clientele and inadequate communication between health providers. CONCLUSION: As one of the most accessible health care providers, community pharmacists are in an ideal position to provide meaningful services to injection drug users. However, in order to do so, pharmacists require additional support in the form of better health team and system integration, as well as remuneration models.

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.

How this classification was reachedexpand

Full frame machine prediction

Teacher imitation

Not 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.

metaresearch head score (Codex)0.005
metaresearch head score (Gemma)0.019
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Not applicable · Consensus signal: none
GenreCandidate signal: Review · Consensus signal: Review
Teacher disagreement score0.009
Threshold uncertainty score0.029

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0050.019
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0020.002
Bibliometrics0.0090.012
Science and technology studies0.0010.001
Scholarly communication0.0030.004
Open science0.0010.001
Research integrity0.0020.002
Insufficient payload (model declined to judge)0.0030.000

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 head0.249
GPT teacher head0.460
Teacher spread0.211 · 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

Classification

machine, unvalidated

Machine predicted; a candidate call from one source (direct Gemma or distilled Codex), not a consensus.

The models applied no category: nothing in the taxonomy fit this work.
Study designNot applicable
Domainnot available
GenreReview

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".

Quick stats

Citations58
Published2012
Admission routes2
Has abstractyes

Explore more

Same venueCanadian Pharmacists Journal / Revue des Pharmaciens du CanadaSame topicHIV, Drug Use, Sexual RiskFrench-language works237,207