Evidence map›Paper›PMID 30832602›Full record

ArticleBMC infectious diseases2019

Stigma and outness about sexual behaviors among cisgender men who have sex with men and transgender women in Eswatini: a latent class analysis.

Carrie Lyons, Shauna Stahlman, Claire Holland, Sosthenes Ketende, Lynn Van Lith, Duncan Kochelani, Mpumelelo Mavimbela, Bhekie Sithole, Libet Maloney, Sibusiso Maziya and 1 more

Abstract read
In one paragraph

Article in BMC infectious diseases, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 21 papers.

0numbers the graph read from it
0cells of the map it votes in
21citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

21 citing papers in PubMed.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

11 authors.

Carrie LyonsJohns Hopkins Bloomberg School of Public Health, Department of Epidemiology, Baltimore Maryland, USA. clyons8@jhu.edu.
Shauna StahlmanJohns Hopkins Bloomberg School of Public Health, Department of Epidemiology, Baltimore Maryland, USA.
Claire HollandJohns Hopkins Bloomberg School of Public Health, Department of Epidemiology, Baltimore Maryland, USA.
Sosthenes KetendeJohns Hopkins Bloomberg School of Public Health, Department of Epidemiology, Baltimore Maryland, USA.
Lynn Van LithJohns Hopkins Center for Communication Programs (CCP), Baltimore, USA.
Duncan KochelaniJohns Hopkins Center for Communication Programs (CCP), Mbabane, Swaziland.
Mpumelelo MavimbelaMinistry of Health, Swaziland National AIDS Program, Mbabane, Swaziland.
Bhekie SitholeHealth Plus 4 Men, Manzini, Swaziland.
Libet MaloneyJohns Hopkins Center for Communication Programs (CCP), Baltimore, USA.
Sibusiso MaziyaHealth Plus 4 Men, Manzini, Swaziland.
Stefan BaralJohns Hopkins Bloomberg School of Public Health, Department of Epidemiology, Baltimore Maryland, USA.

Funding

Vaccine Response and Immunotherapeutics SWGP30AI094189 · NIAID · JOHNS HOPKINS UNIVERSITY · PI Richard E. Chaisson · 2012 to 2026
$67.0M
Validation of Stigma Metrics for Marginalized Men R01MH110358 · NIMH · JOHNS HOPKINS UNIVERSITY · PI BARAL, STEFAN DAVID · 2017 to 2021
$3.6M
Bill and Melinda Gates Foundation Measurement & Surveillance of HIV Epidemics (MeSH) ConsortiumNational Institutes of Health (US) P30AI094189NIAID NIH HHS P30 AI094189NIMH NIH HHS R01 MH110358United States Agency for International Development (US) AID-OAA-A-12-00,058
6 · The paper itself

Abstract

backgroundMen who have sex with men (MSM) and transgender women in Sub-Saharan Africa are subjected to high levels of sexual behavior-related stigma, which may affect mental health and sexual risk behaviors. MSM and transgender women who are open about, or have disclosed their sexual behaviors appear to be most affected by stigma. Characterizing the mechanism of action of stigma in potentiating HIV-risks among these key populations is important to support the development of interventions.

methodsIn this study, a total of 532 individuals were recruited across Eswatini (Swaziland) through chain-referral-sampling from October - December 2014, including 419 cisgender MSM and 109 transgender women. Participants were surveyed about demographics, stigma, outness of same-sex practices to family members and healthcare workers, and mental and sexual health. This study used latent class analysis (LCA) to determine latent constructs of stigma/outness, and used multinomial logistic regression to determine associations with underlying constructs and sexual risk behaviors.

resultsThree latent classes emerged: 1) Those who reported low probabilities of stigma (55%; 276/502); 2) Those who reported high probabilities of stigma including physical violence and fear/avoidance of healthcare, and were not "out" (11%; 54/502); and 3) Those who reported high probabilities of stigma including verbal harassment and stigma from family and friends, and were "out" (34%; 172/502). Relative to the "low stigma" class, participants from an urban area (adjusted odds ratio [AOR] = 2.78, 95% Confidence Interval [CI] = 1.53-5.07) and who engaged in condomless anal sex (AOR = 1.85, 95% CI = 1.17-2.91) were more likely to belong to the "high stigma, 'out'" class. In contrast, those who had a concurrent male or female partner were more likely to belong to the "high stigma, not 'out'" class AOR = 2.73, 95% CI = 1.05-7.07). Depression was associated with membership in both high-stigma classes (AOR = 3.14, 95% CI = 1.50-6.55 "not out", AOR = 2.42, 95% CI = 1.51-3.87 "out").

conclusionsSexual behavior stigma at a community level is associated with individual-level risk behaviors among MSM and transgender women, and these associations vary by level of outness about sexual practices. Achieving sufficient coverage of evidence-based stigma interventions may be key to realizing the potential impact of HIV prevention and treatment interventions for MSM and transgender women in Eswatini.

Indexed as

Self DisclosureSocial StigmaAdultEswatiniFemaleHomosexuality, MaleHumansLatent Class AnalysisLogistic ModelsMaleMiddle AgedSexual and Gender MinoritiesSurveys and QuestionnairesTransgender PersonsUnsafe SexYoung AdultDisclosureMen who have sex with menStigmaSwazilandTransgender women

Identifiers

PMID30832602
PMCPMC6399954

What OpenQuestion holds

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LicenceCC BY
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Registered trials

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.