ArticleBMJ open2021
Sexual behaviour patterns and STI risk: results of a cluster analysis among men who have sex with men in Portugal.
Article in BMJ open, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers, 1 of them a synthesis that pooled it.
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Who cites it
8 citing papers in PubMed, 1 synthesis or guideline pooled it, 12 citations in OpenAlex.
- A web of risk: multilevel factors and feedback loops (re)produce HIV 'risk' among gay, bisexual and other men who have sex with men - a global systematic review.Journal of epidemiology and community health · 2026Pooled it
- Psychosocial and Behavioral Correlates of HIV Serostatus Among Men Who Have Sex with Men in Portugal: A Cross-Sectional Study.Healthcare (Basel, Switzerland) · 2026Article
- Assessment of knowledge and use of HIV primary and secondary prevention strategies in Portugal: a scoping review.BMC public health · 2026Article
- Identifying subgroups of Chinese men who have sex with men based on sexual behavior and drug use patterns using a clustering analysis approach.BMC public health · 2025Article
- Identifying High-Risk Populations for Sexually Transmitted Infections in Chinese Men Who Have Sex With Men: A Cluster Analysis.Open forum infectious diseases · 2025Article
- Characterizing Socioecological Markers of Differentiated HIV Risk Among Men Who Have Sex with Men in Indonesia.AIDS and behavior · 2024Article
- Internalized homophobia and sexual risk behavior in men who have sex with men: The mediational role of sexual self-concept.Frontiers in psychology · 2022Article
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Authors and funding
9 authors at 5 institutions in 6 countries.
Funding
Abstract
objectivesPortugal has the highest HIV incidence rate in Western Europe. The proportion assigned to sexual contact between men recently increased to more than 30% of all HIV infections. Men who have sex with men (MSM) are vulnerable to the acquisition of other sexually transmitted infections (STIs), increasing the per-contact risk of HIV infection. Building on syndemic theory, the aim of this analysis was to identify patterns of current sexual behaviour in MSM, and explore their relationship with self-reported current, past STI diagnoses and HIV positive serostatus.
designA cross-sectional behavioural survey was conducted in Portugal among MSM, using a community-based participatory research approach. Hierarchical cluster analysis was used to identify patterns including behavioural and demographic factors.
resultsThe analysis resulted in six clusters. Three clusters showed higher rates of current STI diagnosis (ranging from 11.7% to 17.1%), past STI diagnosis (ranging from 25.5% to 41.5%) and HIV positive serostatus (ranging from 13.0% to 16.7%). From the three clusters scoring lower on current and past STI and HIV diagnoses, one was characterised by a high number of sexual partners (62% had more than 12 partners in the last year), a high proportion (94.6%) of frequent visits to gay venues to meet sexual partners and high alcohol use (46.1%). The other two clusters scored lower on high risk sexual behaviour.
conclusionFactors other than sexual behaviour appear to reinforce the vulnerability to STIs and HIV of some MSM in this study, suggesting a syndemic of STIs, HIV and other adverse conditions. More research is needed to better understand the drivers of the STI/HIV epidemic in Portuguese MSM, using a concept that goes beyond risk behaviour, to develop effective combination prevention interventions.
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