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Record W6958004587 · doi:10.60692/cvdsv-4bf68

"What if I get sick, where shall I go?": a qualitative investigation of healthcare engagement among young gay, bisexual and other men who have sex with men in Nairobi, Kenya

2022· article· en· W6958004587 on OpenAlexaboutno aff

Bibliographic record

VenueGreater South Information System · 2022
Typearticle
Languageen
FieldAgricultural and Biological Sciences
TopicWheat and Barley Genetics and Pathology
Canadian institutionsnot available
Fundersnot available
KeywordsHealth careQualitative researchPsychological interventionQuarter (Canadian coin)Men who have sex with menPopulationStigma (botany)Mental healthcare

Abstract

fetched live from OpenAlex

Abstract Background Globally, young gay, bisexual and other men who have sex with men (YMSM) experience a disproportionate burden of disease compared to young men in the general population and older MSM. However, YMSM experience major inequities in access and use of healthcare services. There is a paucity of knowledge on the healthcare engagement experiences of YMSM, including tertiary student MSM (TSMSM) in Kenya. We sought to gain a detailed understanding of TSMSM's healthcare engagement experiences across public, private, institution-based and MSM-friendly health facilities in Nairobi, Kenya. Methods In September 2021, in-person qualitative in-depths interviews were conducted among 22 TSMSM purposely drawn from among 248 TSMSM who had previously participated in a respondent-driven sampling integrated bio-behavioral survey. Interviews were done in English, transcribed verbatim and analyzed thematically using NVivo version 12. Results Participants were 18–24 years old, all identified as cisgender male, three-quarters as gay and a quarter as bisexual. Themes that emerged from the analysis included: TSMSM's experiences during healthcare seeking in the various clinical settings, priority healthcare needs, desired healthcare provider (HCP) characteristics and the potential role of digital health interventions in improving access and use of healthcare services. Participants relayed experiences of prejudice, stigma and discrimination when seeking services in public and institution-based health facilities, unlike in community pharmacies, private and MSM-friendly health facilities where they felt they were handled equitably. Healthcare needs prioritized by TSMSM centered on issues around sexual and mental health. Participants desired to have HCPs who were empathetic, non-judgmental and knowledgeable about the unique healthcare needs of MSM. Participants highlighted the usefulness of digital media in offering telehealth doctor consultations and health education on subjects such as prevention of HIV and sexually transmitted infections. Conclusion During engagement with healthcare, TSMSM experience various barriers that may prompt them to postpone or avoid seeking care hence resulting in poor health outcomes. These findings underscore the need for equipping HCPs with knowledge, skills and cultural competencies to enable them offer equitable services to TSMSM. Considerations should also be made for use of digital interventions in reaching TSMSM with the much needed sexual and mental health services.

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)0.008
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: Qualitative · Consensus signal: Qualitative
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.022
Threshold uncertainty score0.000

Distilled classifier scores by category (both heads)

CategoryCodexGemma
Metaresearch0.0080.008
Meta-epidemiology (narrow)0.0010.001
Meta-epidemiology (broad)0.0010.000
Bibliometrics0.0010.001
Science and technology studies0.0120.008
Scholarly communication0.0030.003
Open science0.0020.005
Research integrity0.0020.003
Insufficient payload (model declined to judge)0.0040.000

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 head0.065
GPT teacher head0.265
Teacher spread0.200 · 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
Published2022
Admission routes1
Has abstractyes

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