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Record W4390140081 · doi:10.1093/ajhp/zxad318

The burden of an identity: Coping strategies for sexual and gender minority individuals in pharmacy practice

2023· article· en· W4390140081 on OpenAlexaffabout
Samuel E. Villemure, Kyle John Wilby

Bibliographic record

VenueAmerican Journal of Health-System Pharmacy · 2023
Typearticle
Languageen
FieldPsychology
TopicLGBTQ Health, Identity, and Policy
Canadian institutionsDalhousie University
Fundersnot available
KeywordsPharmacyThematic analysisPsychologyPharmacistHealth careClinical psychologySexual minorityCoping (psychology)Qualitative researchMedicineCompetence (human resources)Sexual orientationSocial psychologyNursing

Abstract

fetched live from OpenAlex

PURPOSE: Sexual or gender minority (SGM) individuals are known to experience stigma and discrimination in pharmacy settings. It is also known that SGM individuals may delay or avoid care in pharmacies due to the stress associated with these experiences. Aside from avoidance, however, little is known about how SGM individuals cope with stigma and discrimination and how their coping strategies may influence their healthcare behaviors. Therefore, this study aimed to characterize how SGM individuals cope with stigma and discrimination associated with their SGM identity in pharmacy settings. METHODS: This was a qualitative study conducted using semistructured interviews. A total of 31 SGM individuals were recruited across 2 Canadian provinces. Interviews followed a topic guide designed according to the minority stress model to elicit participants' lived experiences in community pharmacies. Thematic analysis was used to identify and interpret themes. RESULTS: Five themes were identified that described coping strategies used by SGM individuals when encountering minority stress processes in pharmacy settings: avoidance (avoiding or withdrawing from care), seeking support (from people or settings), perseverance (when faced with no other option), concealment (of SGM identity), and lowering expectations (of pharmacist knowledge and competence). CONCLUSION: Our findings support the notion that individuals cope in different ways and across a wide spectrum of behaviors. Those who avoid care, conceal their SGM identity, or are forced to persevere through interactions may be at increased risk for both physical and mental health disparities. Those who seek support or lower expectations may also be at risk for reduced access to quality care.

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)0.007
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: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.607
Threshold uncertainty score0.961

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0070.000
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0000.001
Science and technology studies0.0000.000
Scholarly communication0.0000.001
Open science0.0010.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

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 head0.126
GPT teacher head0.499
Teacher spread0.373 · 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.

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

Citations1
Published2023
Admission routes2
Has abstractyes

Explore more

Same venueAmerican Journal of Health-System PharmacySame topicLGBTQ Health, Identity, and PolicyFrench-language works237,207