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Record W4404434553 · doi:10.4212/cjhp.3591

Development of an Environmental Audit Tool for Hospital Pharmacy

2024· article· en· W4404434553 on OpenAlexaffvenueabout
Caitlin Roy, Kirsten Fox, Kirsten Tangedal

Bibliographic record

VenueThe Canadian Journal of Hospital Pharmacy · 2024
Typearticle
Languageen
FieldEnvironmental Science
TopicChemistry and Chemical Engineering
Canadian institutionsSaskatchewan Health
Fundersnot available
KeywordsAuditPharmacyHospital pharmacyMedicineFamily medicineBusinessAccounting

Abstract

fetched live from OpenAlex

Background: Health care contributes significantly to greenhouse gas emissions, and pharmacy departments have many opportunities to reduce their emissions. Objective: To describe the development and implementation of an environmental audit tool for hospital pharmacy departments. Methods: A pharmacy environmental audit tool was developed by modifying a generic workplace audit tool to include pharmacy-specific content. The audit tool contained 22 categories, with scoring on a 4-point scale (from 0 to 3). Members of a volunteer committee completed the audit by observing practice areas. The lowest-scoring categories were then prioritized for action. Results: Overall, the 4 main pharmacy sites in Regina, Saskatchewan, scored 23/66 (35%). Areas of strength identified in the audit included reuse of packaging materials, carpooling, and paperless meetings. Areas for improvement prioritized by the committee included paper use, plastic use, and recycling. Conclusions: The pharmacy environmental audit tool described here can facilitate reflection on current practice, benchmarking, and goal setting. Pharmacy professionals have a role in leading change for the benefit of planetary health. Keywords: hospital, pharmacy, environmental sustainability, audit tool, planetary health RÉSUMÉ Contexte : Le secteur des soins de santé contribue de manière significative aux émissions de gaz à effet de serre et les départements de pharmacie ont de nombreuses occasions de réduire leurs émissions. Objectif : Décrire l’élaboration et la mise en œuvre d’un outil de vérification de l’impact environnemental pour les départements de pharmacie hospitalière. Méthodologie : Un outil de vérification de l’impact environnemental des pharmacies a été mis au point en modifiant un outil de vérification générique pour les lieux de travail existant. Un contenu spécifique aux pharmacies y a été inclus. Cet outil comprenait 22 catégories avec une notation sur une échelle de 4 points (de 0 à 3). Des membres d’un comité bénévole ont réalisé la vérification en observant les domaines de pratique. Les catégories ayant obtenu les notes les plus basses ont ensuite été classées comme étant prioritaires. Résultats : Les 4 principaux sites de pharmacies de Regina, en Saskatchewan, ont obtenu un score global de 23/66 (35 %) à l’aide de l’outil de vérification. Les forces dégagées comprenaient la réutilisation des matériaux d’emballage, le covoiturage et les réunions sans papier. Les domaines d’amélioration prioritaires définis par le comité comprenaient l’utilisation du papier, l’utilisation du plastique et le recyclage. Conclusions : L’outil de vérification de l’impact environnemental des pharmacies décrit ici peut faciliter la réflexion sur les pratiques actuelles, l’analyse comparative et la définition d’objectifs. Les professionnels de la pharmacie ont un rôle à jouer dans la conduite du changement pour le bien de la santé de la planète. Mots-clés : hôpital, pharmacie, durabilité environnementale, outil de vérification, santé de la planète

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 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)0.000
metaresearch head score (Gemma)0.000
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesInsufficient payload (model declined to judge)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Bench or experimental · Consensus signal: Bench or experimental
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.347
Threshold uncertainty score0.999

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0000.000
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 integrity0.0000.000
Insufficient payload (model declined to judge)0.0020.000

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 head0.008
GPT teacher head0.231
Teacher spread0.223 · 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 teacher head, not a consensus.

Study designBench or experimental
Domainnot available
GenreEmpirical

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

Citations1
Published2024
Admission routes3
Has abstractyes

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