ArticleThe lancet. HIV2017
Sources of racial disparities in HIV prevalence in men who have sex with men in Atlanta, GA, USA: a modelling study.
Article in The lancet. HIV, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 63 papers, 3 of them syntheses that pooled it.
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Who cites it
63 citing papers in PubMed, 3 syntheses or guidelines pooled it.
- A Review of Network Models for HIV Spread.Journal of acquired immune deficiency syndromes (1999) · 2025Pooled it
- A Systematic Review of Implementation Research on Determinants and Strategies of Effective HIV Interventions for Men Who Have Sex with Men in the United States.Annual review of psychology · 2024Pooled it
- Infectious Disease Modelling of HIV Prevention Interventions: A Systematic Review and Narrative Synthesis of Compartmental Models.PharmacoEconomics · 2023Pooled it
- Disseminated Effects in Agent-Based Models: A Potential Outcomes Framework and Application to Inform Preexposure Prophylaxis Coverage Levels for HIV Prevention.American journal of epidemiology · 2021Trial
- How Do Egocentric Sexual Networks Affect Male Migrants' HIV Sexual Behavior Patterns in Gender-Imbalanced China? The Moderating Role of Migration and Neighborhoods.Archives of sexual behavior · 2026Article
- Modeling the 2022 mpox outbreak with a mechanistic network model.BMC infectious diseases · 2025Article
- On the compounding manifestations of racism shaping the US HIV/AIDS epidemic: why ending the HIV epidemic must address these factors for success.AIDS (London, England) · 2025Article
- Understanding social context in HIV and drug use via community-informed computational modeling: SILOS study protocol.Frontiers in public health · 2025Article
- Explainable artificial intelligence and domain adaptation for predicting HIV infection with graph neural networks.Annals of medicine · 2024Article
- Racial and Ethnic Differences in Mobile App Use for Meeting Sexual Partners Among Young Men Who Have Sex With Men and Young Transgender Women: Cross-Sectional Study.JMIR public health and surveillance · 2024Article
- Behavior Change Among HIV-Negative Men Who Have Sex with Men Not Using PrEP in the United States.AIDS and behavior · 2024Article
- Improving and Extending STERGM Approximations Based on Cross-Sectional Data and Tie Durations.Journal of computational and graphical statistics : a joint publication of American Statistical Association, Institute of Mathematical Statistics, Interface Foundation of North America · 2024Article
- Modelling HIV/AIDS epidemiological complexity: A scoping review of Agent-Based Models and their application.PloS one · 2024Article
- Estimating the epidemiological impact of reaching the objectives of the Florida integrated HIV prevention and care plan in Miami-Dade County.Lancet regional health. Americas · 2023Article
- Novel Location-Based Survey Using Cognitive Interviews to Assess Geographic Networks and Hotspots of Sex and Drug Use: Implementation and Validation Study.JMIR formative research · 2023Article
- Accounting for historical injustices in mathematical models of infectious disease transmission: An analytic overview.Epidemics · 2023Article
- Keep It Up! 3.0: Study protocol for a type III hybrid implementation-effectiveness cluster-randomized trial.Contemporary clinical trials · 2023Article
- Estimated costs and quality-adjusted life-years lost due to N. gonorrhoeae infections acquired in 2015 in the United States: A modelling study of overall burden and disparities by age, race/ethnicity, and other factors.Lancet regional health. Americas · 2022Article
- Reply.Journal of acquired immune deficiency syndromes (1999) · 2022Article
- Daily Marijuana Use Predicts HIV Seroconversion Among Black Men Who Have Sex with Men and Transgender Women in Atlanta, GA.AIDS and behavior · 2022Article
3 more citing papers are in PubMed but not listed here.
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Authors and funding
7 authors.
Funding
Abstract
backgroundIn the USA, men who have sex men (MSM) are at high risk for HIV, and black MSM have a substantially higher prevalence of infection than white MSM. We created a simulation model to assess the strength of existing hypotheses and data that account for these disparities.
methodsWe built a dynamic, stochastic, agent-based network model of black and white MSM aged 18-39 years in Atlanta, GA, USA, that incorporated race-specific individual and dyadic-level prevention and risk behaviours, network attributes, and care patterns. We estimated parameters from two Atlanta-based studies in this population (n=1117), supplemented by other published work. We modelled the ability for racial assortativity to generate or sustain disparities in the prevalence of HIV infection, alone or in conjunction with scenarios of observed racial patterns in behavioural, care, and susceptibility parameters.
findingsRace-assortative mixing alone could not sustain a pre-existing disparity in prevalence of HIV between black and white MSM. Differences in care cascade, stigma-related behaviours, and CCR5 genotype each contributed substantially to the disparity (explaining 10·0%, 12·7%, and 19·1% of the disparity, respectively), but nearly half (44·5%) could not be explained by the factors investigated. A scenario assessing race-specific reporting differences in risk behaviour was the only one to yield a prevalence in black MSM (44·1%) similar to that observed (43·4%).
interpretationRacial assortativity is an inadequate explanation for observed disparities. Work to close the gap in the care cascade by race is imperative, as are efforts to increase serodiscussion and strengthen relationships among black MSM particularly. Further work is urgently needed to identify other sources of, and pathways for, this disparity, to integrate concomitant epidemics into models, and to understand reasons for racial differences in behavioural reporting.
fundingThe Eunice Kennedy Shriver National Institute of Child Health and Development, the National Institute of Allergy and Infectious Diseases, the National Institute of Minority Health and Health Disparities, and the National Institute of Mental Health.
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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.