SynthesisPLoS medicine2020
Mental health problems among female sex workers in low- and middle-income countries: A systematic review and meta-analysis.
Synthesis in PLoS medicine, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 81 papers, 6 of them syntheses that pooled it.
What it found
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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.
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.
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Who cites it
81 citing papers in PubMed, 6 syntheses or guidelines pooled it, 135 citations in OpenAlex.
- Global Prevalence of Sexual Violence Among Cisgender Female Sex Workers: A Comprehensive Systematic Review and Meta-Analysis.Archives of sexual behavior · 2026Pooled it
- Prevalence of suicidal behavior in nigeria: a systematic review and meta-analysis.Scientific reports · 2026Pooled it
- Pooled it
- Social Determinants of Health and Suicide-Related Outcomes: A Review of Meta-Analyses.JAMA psychiatry · 2025Pooled it
- Systematic review and meta-analysis of depression, anxiety, and suicidal ideation among Ph.D. students.Scientific reports · 2021Pooled it
- Mental Distress and Associated Factors Among Women Who Experienced Gender Based Violence in Ethiopia: A Systematic Review and Meta-Analysis.Journal of the International Association of Providers of AIDS CarePooled it
- Sex Work Stigma as a Partial Mediator Between Social Support and Depressive Symptoms Among Vulnerable Women Engaged in Sex Work in Southern Uganda.AIDS and behavior · 2026Trial
- Key risk factors for substance use among female sex workers in Soweto and Klerksdorp, South Africa: A cross-sectional study.PloS one · 2022Trial
- Mental health and substance use among women frequenting high-risk venues in Haiphong, Vietnam: findings from an adapted PLACE survey.The International journal on drug policy · 2026Article
- Health inequities faced by sex workers.The Lancet. Public health · 2026Review
- Beyond the Individual: The Weight of Social and Structural Determinants of Depression Among Transgender Women Living with HIV in France (ANRS-Trans&HIV).AIDS and behavior · 2026Observational
- Depressive symptoms, alcohol, and drug dependence among female sex workers in Kisumu, Kenya: A cross-sectional study.African journal of reproductive health · 2026Article
- Integrating HIV Into Sexual and Reproductive Health Services for Female Sex Workers in Buenos Aires, Argentina: A Comprehensive Model Designed Through Intersectional Collaboration.Journal of the International AIDS Society · 2026Article
- Determinants of Healthcare-Seeking Preferences of Female Sex Workers: A Cross-Sectional Study From the South-Western Region of Bangladesh.Health science reports · 2026Article
- Mindfulness, Mental Health, and Violence Exposure Among Transgender Female Sex Workers Living with HIV in the Dominican Republic.Transgender health · 2026Article
- Prevalence and determinants of unintended pregnancy among female sex workers (FSW) in Jashore, Bangladesh.PloS one · 2026Article
- The prevalence and factors associated with common mental health conditions among female sex workers in Dar es salaam, Tanzania.PLOS mental health · 2026Article
- Adverse childhood experiences and mental health outcomes among women in sex work and social care: a cross-sectional study.Frontiers in public health · 2026Article
- From housing to home and belonging: structural violence, ontological (in)security and women's mental health.Frontiers in sociology · 2026Article
- Maternal Health of Female Sex Workers in Six Low- and Middle-Income Countries.International journal of women's health · 2026Article
21 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundThe psychological health of female sex workers (FSWs) has emerged as a major public health concern in many low- and middle-income countries (LMICs). Key risk factors include poverty, low education, violence, alcohol and drug use, human immunodeficiency virus (HIV), and stigma and discrimination. This systematic review and meta-analysis aimed to quantify the prevalence of mental health problems among FSWs in LMICs, and to examine associations with common risk factors. METHOD AND
findingsThe review protocol was registered with PROSPERO, number CRD42016049179. We searched 6 electronic databases for peer-reviewed, quantitative studies from inception to 26 April 2020. Study quality was assessed with the Centre for Evidence-Based Management (CEBM) Critical Appraisal Tool. Pooled prevalence estimates were calculated for depression, anxiety, post-traumatic stress disorder (PTSD), and suicidal behaviour. Meta-analyses examined associations between these disorders and violence, alcohol/drug use, condom use, and HIV/sexually transmitted infection (STI). A total of 1,046 studies were identified, and 68 papers reporting on 56 unique studies were eligible for inclusion. These were geographically diverse (26 countries), representing all LMIC regions, and included 24,940 participants. All studies were cross-sectional and used a range of measurement tools; none reported a mental health intervention. Of the 56 studies, 14 scored as strong quality, 34 scored as moderate, and 8 scored as weak. The average age of participants was 28.9 years (age range: 11-64 years), with just under half (46%) having up to primary education or less. The pooled prevalence rates for mental disorders among FSWs in LMICs were as follows: depression 41.8% (95% CI 35.8%-48.0%), anxiety 21.0% (95% CI: 4.8%-58.4%), PTSD 19.7% (95% CI 3.2%-64.6%), psychological distress 40.8% (95% CI 20.7%-64.4%), recent suicide ideation 22.8% (95% CI 13.2%-36.5%), and recent suicide attempt 6.3% (95% CI 3.4%-11.4%). Meta-analyses found significant associations between violence experience and depression, violence experience and recent suicidal behaviour, alcohol use and recent suicidal behaviour, illicit drug use and depression, depression and inconsistent condom use with clients, and depression and HIV infection. Key study limitations include a paucity of longitudinal studies (necessary to assess causality), non-random sampling of participants by many studies, and the use of different measurement tools and cut-off scores to measure mental health problems and other common risk factors.
conclusionsIn this study, we found that mental health problems are highly prevalent among FSWs in LMICs and are strongly associated with common risk factors. Study findings support the concept of overlapping vulnerabilities and highlight the urgent need for interventions designed to improve the mental health and well-being of FSWs.
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Registered trials
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.