MétaCan
Menu
← Back to cohort
Record W4414889215 · doi:10.4212/cjhp.3768

Joy in Work among Hospital Pharmacists

2025· article· en· W4414889215 on OpenAlexafffundvenueabout
Catherine M. Biggs, Anne Truong

Bibliographic record

VenueThe Canadian Journal of Hospital Pharmacy · 2025
Typearticle
Languageen
FieldHealth Professions
TopicHealthcare professionals’ stress and burnout
Canadian institutionsCanadian Pharmacists AssociationPublic Health OntarioToronto Public HealthAlberta Health Services
FundersAlberta Health Services
KeywordsWork (physics)Hospital pharmacyPharmacyPharmacy practiceCommunity hospitalClinical pharmacy

Abstract

fetched live from OpenAlex

Background: With the prevalence and severity of burnout among health care providers increasing after the COVID-19 pandemic, there have been calls to manage burnout with a more proactive approach: joy in work. Ample literature is available on burnout experienced by pharmacists, but not on their joy in work. Objective: To build an understanding of hospital pharmacists’ perspectives on joy in work by determining how they defined joy and what they viewed as contributors and barriers to joy. Methods: This study was conducted over 9 nonconsecutive weeks between December 2023 and March 2024. An anonymous electronic survey was used to capture information from pharmacists working in a provincial health authority in Alberta. Follow-up interviews were conducted with respondents who consented at the end of the survey. Results: A total of 152 complete survey responses were collected (representing an estimated 17.7% response rate), and 9 interviews were held. Three themes representing contributors to joy were constructed: purpose, connection and belonging, and autonomy and agency. Two additional themes—systemic factors and large-scale changes—had both positive and negative impacts on joy. Barriers to joy were feeling undervalued, conflict, and feeling unsupported. Conclusions: This study helps in understanding joy in work specifically among hospital pharmacists. Further research is needed to understand joy in work among pharmacists working outside of hospitals (e.g., community pharmacists) and to assess the efficacy of implementing strategies to improve joy within a pharmacy team. Keywords: hospital pharmacy, pharmacists, joy in work, job satisfaction, burnout RÉSUMÉ Contexte : Avec l’augmentation de la prévalence et de la sévérité de l’épuisement professionnel chez les prestataires de soins de santé après la pandémie de COVID-19, des appels ont été lancés pour adopter une approche plus proactive : la joie au travail. Une abondante littérature existe sur l’épuisement professionnel vécu par les pharmaciens, mais pas sur la joie qu’ils éprouvent au travail. Objectif : Comprendre les points de vue des pharmaciens d’hôpitaux sur la joie au travail en déterminant comment ils définissent la joie et ce qu’ils considèrent comme des facteurs qui contribuent à la joie et qui y font obstacle. Méthodologie : Cette étude a été menée sur 9 semaines non consécutives entre décembre 2023 et mars 2024. Un sondage électronique anonyme a été utilisé pour recueillir des informations auprès des pharmaciens travaillant au sein d’une autorité sanitaire provinciale en Alberta. Des entrevues de suivi ont été réalisées avec les répondants ayant donné leur consentement à la fin du sondage. Résultats : Un total de 152 réponses complètes au sondage ont été recueillies (soit un taux de réponse estimé à 17,7 %) et 9 entretiens ont été réalisés. Trois thèmes représentant les facteurs contribuant à la joie au travail ont été dégagés : le sens du travail, les relations et le sentiment d’appartenance, ainsi que l’autonomie et le pouvoir d’action. Deux thèmes supplémentaires — les facteurs systémiques et les changements à grande échelle — influaient à la fois positivement et négativement la joie au travail. Les obstacles à la joie étaient le sentiment de ne pas être valorisé, les conflits et le sentiment d’un manque de soutien. Conclusions : Cette étude permet de mieux comprendre la joie au travail, en particulier chez les pharmaciens d’hôpitaux. Des recherches supplémentaires sont nécessaires pour explorer la joie au travail chez les pharmaciens exerçant en dehors des hôpitaux (par exemple, les pharmaciens communautaires) et pour évaluer l’efficacité de la mise en œuvre de stratégies visant à améliorer la joie au sein d’une équipe de pharmacie. Mots-clés : pharmacie hospitalière, pharmaciens, joie au travail, satisfaction professionnelle, épuisement professionnel

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)0.002
metaresearch head score (Gemma)0.008
Version: metacan-v3-hybrid-931329e0061cValidation 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 score0.005
Threshold uncertainty score0.012

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0000.000
Bibliometrics0.0010.001
Science and technology studies0.0020.001
Scholarly communication0.0020.001
Open science0.0000.003
Research integrity0.0000.001
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 head0.037
GPT teacher head0.416
Teacher spread0.379 · 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 designObservational
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

Citations0
Published2025
Admission routes4
Has abstractyes

Explore more

Same venueThe Canadian Journal of Hospital Pharmacy→Same topicHealthcare professionals’ stress and burnout→French-language works237,207→