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Record W4381386156 · doi:10.1017/s1049023x23003060

A PhotoVoice Exploration of Pharmacists’ Lived Experiences Working During the COVID-19 Pandemic

2023· article· en· W4381386156 on OpenAlexaffabout
Kaitlyn E. Watson, Theresa J. Schindel, Ross T. Tsuyuki, Yazid N. Al Hamarneh

Bibliographic record

VenuePrehospital and Disaster Medicine · 2023
Typearticle
Languageen
FieldMedicine
TopicEmpathy and Medical Education
Canadian institutionsUniversity of Alberta
Fundersnot available
KeywordsPhotovoiceThematic analysisQualitative researchNursingPandemicPharmacistMedicinePsychologyMedical educationPharmacySociologyCoronavirus disease 2019 (COVID-19)

Abstract

fetched live from OpenAlex

Introduction: Pharmacists’ pivotal role during the COVID-19 pandemic has been widely recognized, as they adapted to continue to provide an even higher level of care to their patients. We sought to gain deeper understanding of frontline pharmacists’ lived experiences of the COVID-19 pandemic and its impact on their roles and professional identity (what they do and what it means to them). Method: Photovoice was used, a visual research method that uses participant-generated photographs to articulate their experiences, and semi-structured interviews. This approach allowed us to explore the subjectivity of professional identity from the pharmacists’ lived experiences. Participants were asked to provide 3-5 photos that reflected on how they see themselves as a pharmacist and/or represents what they do as a pharmacist. The semi-structured interview guide asked open-ended questions about their photos, included a photo-elicitation exercise, and additional questions based on a recent scoping review. We recruited frontline community pharmacists who provided direct patient care during the COVID-19 pandemic in Alberta, Canada through social media and relevant pharmacy organizations. Data analysis incorporated content, thematic and visual analysis and was facilitated using NVivo software. Ethics approval was obtained from the University of Alberta ethics board. Results: Five primary themes emerged from the photographs and interviews: (1) autonomy, (2) clinical courage, (3) leadership, (4) safety, and (5) value and support. The photographs identified symbols participants associated with their lived experiences (e.g., worn shoes illustrate the relentless pace of pharmacists, a messy bed representing work-life balance out of control). Conclusion: This study identified that pharmacists’ felt the pandemic made them visible to the public and made them feel valued as a trusted resource and a safe-haven for ongoing healthcare. Additionally, it was highlighted how participants demonstrated clinical courage and led their communities by adapting their roles and using their autonomy to fulfil community needs.

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)0.004
metaresearch head score (Gemma)0.007
Version: metacan-v3-hybrid-931329e0061cValidation status: machine_predicted_unvalidated
Candidate categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.010
Threshold uncertainty score0.025

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0040.007
Meta-epidemiology (narrow)0.0010.000
Meta-epidemiology (broad)0.0000.001
Bibliometrics0.0010.001
Science and technology studies0.0080.007
Scholarly communication0.0030.004
Open science0.0010.006
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0060.001

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 head0.134
GPT teacher head0.375
Teacher spread0.241 · 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 designQualitative
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
Published2023
Admission routes2
Has abstractyes

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