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Record W4412751695 · doi:10.32920/ihtp.v5i2.2370

Healthcare provider experience in caring for sexual minority patients in West Africa: An integrative review

2025· article· en· W4412751695 on OpenAlexvenueno aff
Ibrahim Wunpini Mashoud, Gamji Rabiu Abu-Ba’are, Anthony de Padua

Bibliographic record

VenueInternational Health Trends and Perspectives · 2025
Typearticle
Languageen
FieldSocial Sciences
TopicAfrican Sexualities and LGBTQ+ Issues
Canadian institutionsnot available
Fundersnot available
KeywordsHealth careMedicineSexual minorityNursingPsychologyGender studiesPolitical scienceSociologySexual orientation

Abstract

fetched live from OpenAlex

Background: Sexual Minority People (LGBTQ) are a population experiencing significant health disparities, including higher rates of diseases, injury, and violence. Their marginalized status also limits their opportunities to achieve optimal health outcomes. While LGBTQ individuals face significant stigma and discrimination in accessing healthcare, the experiences of healthcare providers – key stakeholders in addressing these challenges – remains underexplored, which is the objective of this study, exploring the experiences of the care providers. Purpose: To describe the experiences of providers and contribute to improving the competence of Ghanaian nurses in their care for sexual minority patients. Methods: An integrative literature review, following the standards of Whittemore and Knafl’s framework. Literature was search on CINAHL, Medline, Web of Science, Global Public Health, and Google Scholar, using sexual minority (LGBTQ), healthcare providers and West Africa as broad concepts to generate keywords. Results: A total of 156 articles were retrieved from database searches, and were filtered using predefined inclusion criteria, focusing on relevance and methodological rigor, using the PRISMA review process and 4 final articles were included in the review. These studies highlighted stigma from healthcare providers, poor knowledge of sexual identity, sexual orientation and the unique needs of sexual minority people. Institutional homophobia and unsafe healthcare facilities for LGBTQ people were also unearthed. Implications: Healthcare related stigma must be addressed through; continued professional development training for healthcare workers to understand the impact of stigma and promote their knowledge of sexual minority health needs, implementing culturally safe curriculum on minority healthcare, and making healthcare facilities minority friendly.

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 categoriesnone
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Qualitative · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.468
Threshold uncertainty score0.926

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)0.0000.000

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 head0.087
GPT teacher head0.453
Teacher spread0.366 · 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

Citations0
Published2025
Admission routes1
Has abstractyes

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