ArticleBMC public health2013
Modified social ecological model: a tool to guide the assessment of the risks and risk contexts of HIV epidemics.
Article in BMC public health, 2013. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to 3 registered trials, which are not on this map. Cited by 392 papers, 6 of them syntheses that pooled 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.
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.
Implementation of Point of Care HIV Viral Load Monitoring to Improve Viral Load Suppression Among Children, Adolescents and Young People Living With HIV in East Africa
Implementation of a Depression Screening Intervention at a Transgender Health Clinic in Thailand
Tushirikiane-4-Uthabiti (Supporting Each Other For Resilience)
Who cites it
392 citing papers in PubMed, 6 syntheses or guidelines pooled it.
- 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
- Barriers to engagement in the care cascade for tuberculosis disease in India: A systematic review of quantitative studies.PLoS medicine · 2024Pooled it
- Promoting HIV care continuum outcomes among people who use drugs and alcohol: a systematic review of randomized trials evaluating behavioral HIV care interventions published from 2011 to 2023.BMC public health · 2023Pooled it
- Spiraling Risk: Visualizing the multilevel factors that socially pattern HIV risk among gay, bisexual & other men who have sex with men using Complex Systems Theory.Current HIV/AIDS reports · 2023Pooled it
- Why do men who have sex with men practice condomless sex? A systematic review and meta-synthesis.BMC infectious diseases · 2022Pooled it
- Evidence and implication of interventions across various socioecological levels to address pre-exposure prophylaxis uptake and adherence among men who have sex with men in the United States: a systematic review.AIDS research and therapy · 2022Pooled it
- Using machine learning to predict poor adherence to antiretroviral therapy among adolescents with HIV in low resource settings.AIDS (London, England) · 2025Trial
- Social support and HIV management among people who inject drugs: in-depth interviews in Delhi, India.Harm reduction journal · 2025Trial
- Correlation between gender-based violence and poor treatment outcomes among transgender women living with HIV in Brazil.BMC public health · 2024Trial
- Socio-ecological Barriers to Viral Suppression Among Transgender Women Living with HIV in San Francisco and Los Angeles, California.AIDS and behavior · 2023Trial
- Cultural Norms and Acculturation Influences on HIV Perceptions and Stigma: A Qualitative Study of Black Migrants from sub-Saharan Africa Living with HIV in Australia.Journal of immigrant and minority health · 2026Article
- Community Connectedness and Its Association with Stigma and Viral Suppression Among MSM with HIV: Findings from HPTN 078.AIDS and behavior · 2026Article
- Defining strata of women at risk for HIV in Sub-Saharan Africa: a pooled latent class analysis.Annals of epidemiology · 2026Article
- Pre-exposure Prophylaxis Outcomes from a Multilevel Cluster-Randomized Trial Among Adolescent Girls and Young Women in Tshwane, South Africa.AIDS and behavior · 2026Article
- Using novel internet-based sources for Population Size Estimation of Gay, bisexual, and other cisgender men who have sex with men.medRxiv : the preprint server for health sciences · 2026Article
- Risk, Resilience and Survival: Migrant Sex Workers on Accra's Oxford Street, Ghana.Public health challenges · 2026Article
- Changes in Racial Disparities in Viral Suppression Among People with HIV from 2013-2020: A Statewide Cohort Study.Journal of racial and ethnic health disparities · 2026Article
- A Participatory Mixed-Methodology Study of HIV and STI Testing Barriers Among Latino College Students in the California Inland Empire.Journal of community health · 2026Article
- Resilience and Its Determinants Among Adolescents and Young Adults with Perinatally Acquired HIV Enrolled in a Peer-Led Mentorship Program in India.AIDS and behavior · 2026Article
- Visualizing stigma and HIV service engagement: a participatory approach using causal loop diagrams.BMC public health · 2026Article
332 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
5 authors.
Funding
Abstract
backgroundSocial and structural factors are now well accepted as determinants of HIV vulnerabilities. These factors are representative of social, economic, organizational and political inequities. Associated with an improved understanding of multiple levels of HIV risk has been the recognition of the need to implement multi-level HIV prevention strategies. Prevention sciences research and programming aiming to decrease HIV incidence requires epidemiologic studies to collect data on multiple levels of risk to inform combination HIV prevention packages. DISCUSSION: Proximal individual-level risks, such as sharing injection devices and unprotected penile-vaginal or penile-anal sex, are necessary in mediating HIV acquisition and transmission. However, higher order social and structural-level risks can facilitate or reduce HIV transmission on population levels. Data characterizing these risks is often far more actionable than characterizing individual-level risks. We propose a modified social ecological model (MSEM) to help visualize multi-level domains of HIV infection risks and guide the development of epidemiologic HIV studies. Such a model may inform research in epidemiology and prevention sciences, particularly for key populations including men who have sex with men (MSM), people who inject drugs (PID), and sex workers. The MSEM builds on existing frameworks by examining multi-level risk contexts for HIV infection and situating individual HIV infection risks within wider network, community, and public policy contexts as well as epidemic stage. The utility of the MSEM is demonstrated with case studies of HIV risk among PID and MSM. SUMMARY: The MSEM is a flexible model for guiding epidemiologic studies among key populations at risk for HIV in diverse sociocultural contexts. Successful HIV prevention strategies for key populations require effective integration of evidence-based biomedical, behavioral, and structural interventions. While the focus of epidemiologic studies has traditionally been on describing individual-level risk factors, the future necessitates comprehensive epidemiologic data characterizing multiple levels of HIV risk.
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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.