Evidence map›Paper›PMID 29603110›Full record

ArticleAIDS and behavior2018

Patterns of Gender-Based Violence and Associations with Mental Health and HIV Risk Behavior Among Female Sex Workers in Mombasa, Kenya: A Latent Class Analysis.

Sarah T Roberts, Brian P Flaherty, Ruth Deya, Linnet Masese, Jacqueline Ngina, R Scott McClelland, Jane Simoni, Susan M Graham

Open access · greenAbstract read
In one paragraph

Article in AIDS and behavior, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
30citing papers in PubMed, 2 pooled it
16.6field-weighted citation impact, top 1% of its field
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

30 citing papers in PubMed, 2 syntheses or guidelines pooled it, 70 citations in OpenAlex.

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  19. Psychosocial effects of gender-based violence among women in Vhembe district: A qualitative study.The South African journal of psychiatry : SAJP : the journal of the Society of Psychiatrists of South Africa · 2023
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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

8 authors at 3 institutions in 2 countries.

Sarah T RobertsWomen's Global Health Imperative, RTI International, 351 California St, Ste 500, San Francisco, CA, 94104, USA. sroberts@rti.org.ORCID http://orcid.org/0000-0002-3318-9781
Brian P FlahertyDepartment of Psychology, University of Washington, Seattle, WA, USA.
Ruth DeyaInstitute of Tropical and Infectious Diseases, University of Nairobi, Nairobi, Kenya.
Linnet MaseseDepartment of Global Health, University of Washington, Seattle, WA, USA.
Jacqueline NginaDepartment of Global Health, University of Washington, Seattle, WA, USA.
R Scott McClellandInstitute of Tropical and Infectious Diseases, University of Nairobi, Nairobi, Kenya.
Jane SimoniDepartment of Psychology, University of Washington, Seattle, WA, USA.
Susan M GrahamInstitute of Tropical and Infectious Diseases, University of Nairobi, Nairobi, Kenya.
University of Washington · USUniversity of Nairobi · KERTI International · US

Funding

University of Washington/Fred Hutch Center for AIDS ResearchP30AI027757 · NIAID · UNIVERSITY OF WASHINGTON · PI Judith Tsui · 1988 to 2026
$104.9M
VENEREAL DISEASET32AI007140 · NIAID · UNIVERSITY OF WASHINGTON · PI Julia Cook Dombrowski · 1985 to 2026
$19.4M
EARLY INFECTION IN WOMEN EXPOSED MUCOSALLY TO HIV-1R37AI038518 · NIAID · FRED HUTCHINSON CANCER RESEARCH CENTER · PI OVERBAUGH, JULIE M. · 1999 to 2019
$12.9M
Women's Life Events & HIV Transmission Potential: A Multidisciplinary StudyR01HD072617 · NICHD · UNIVERSITY OF WASHINGTON · PI MCCLELLAND, RAYMOND SCOTT · 2012 to 2016
$2.1M
Gender-Based Violence and HIV Risk: Mediating Pathways and Prevention StrategiesF31MH107258 · NIMH · UNIVERSITY OF WASHINGTON · PI ROBERTS, SARAH TYLER · 2015 to 2016
$64k
Center for AIDS Research, University of Washington P30AI027757National Institute of Allergy and Infectious Diseases T32AI007140NIAID NIH HHS P30 AI027757NIAID NIH HHS R37 AI038518NIAID NIH HHS T32 AI007140NICHD NIH HHS R01 HD072617NIMH NIH HHS F31 MH107258NIMH NIH HHS F31MN107258
6 · The paper itself

Abstract

Gender-based violence (GBV) is common among female sex workers (FSWs) and is associated with multiple HIV risk factors, including poor mental health, high-risk sexual behavior, and sexually transmitted infections (STIs). Prior studies have focused on GBV of one type (e.g. physical or sexual) or from one kind of perpetrator (e.g., clients or regular partners), but many FSWs experience overlapping types of violence from multiple perpetrators, with varying frequency and severity. We examined the association between lifetime patterns of GBV and HIV risk factors in 283 FSWs in Mombasa, Kenya. Patterns of GBV were identified with latent class analysis based on physical, sexual, or emotional violence from multiple perpetrators. Cross-sectional outcomes included depressive symptoms, post-traumatic stress disorder (PTSD) symptoms, disordered alcohol and other drug use, number of sex partners, self-reported unprotected sex, prostate-specific antigen (PSA) in vaginal secretions, and a combined unprotected sex indicator based on self-report or PSA detection. We also measured HIV/STI incidence over 12 months following GBV assessment. Associations between GBV patterns and each outcome were modeled separately using linear regression for mental health outcomes and Poisson regression for sexual risk outcomes. Lifetime prevalence of GBV was 87%. We identified 4 GBV patterns, labeled Low (21% prevalence), Sexual (23%), Physical/Moderate Emotional (18%), and Severe (39%). Compared to women with Low GBV, those with Severe GBV had higher scores for depressive symptoms, PTSD symptoms, and disordered alcohol use, and had more sex partners. Women with Sexual GBV had higher scores for disordered alcohol use than women with Low GBV, but similar sexual risk behavior. Women with Physical/Moderate Emotional GBV had more sex partners and a higher prevalence of unprotected sex than women with Low GBV, but no differences in mental health. HIV/STI incidence did not differ significantly by GBV pattern. The prevalence of GBV was extremely high in this sample of Kenyan FSWs, and different GBV patterns were associated with distinct mental health and sexual risk outcomes. Increased understanding of how health consequences vary by GBV type and severity could lead to more effective programs to reduce HIV risk in this vulnerable population.

Indexed as

Mental HealthRisk-TakingAdultAlcoholismCross-Sectional StudiesFemaleGender-Based ViolenceHIV InfectionsHumansKenyaMaleMiddle AgedPrevalenceRisk FactorsSex OffensesSexual BehaviorFemale sex workersGender-based violenceLatent class analysisMental healthSexual risk behavior

Identifiers

PMID29603110
PMCPMC6146064
OpenAlexW2794663546

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

Registered trials

None linked

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.