Evidence map›Paper›PMID 28431923›Full record

ArticleThe lancet. HIV2017

Sources of racial disparities in HIV prevalence in men who have sex with men in Atlanta, GA, USA: a modelling study.

Steven M Goodreau, Eli S Rosenberg, Samuel M Jenness, Nicole Luisi, Sarah E Stansfield, Gregorio A Millett, Patrick S Sullivan

Abstract read
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
63citing papers in PubMed, 3 pooled it
–field-weighted citation impact
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

63 citing papers in PubMed, 3 syntheses or guidelines pooled it.

  1. A Review of Network Models for HIV Spread.Journal of acquired immune deficiency syndromes (1999) · 2025
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  12. 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 · 2024
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  19. Reply.Journal of acquired immune deficiency syndromes (1999) · 2022
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3 more citing papers are in PubMed but not listed here.

4 · The record

Corrections and comments

5 · Who and what money

Authors and funding

7 authors.

Steven M GoodreauDepartment of Anthropology, University of Washington, Seattle, WA, USA. Electronic address: goodreau@uw.edu.
Eli S RosenbergDepartment of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, USA.
Samuel M JennessDepartment of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, USA.
Nicole LuisiDepartment of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, USA.
Sarah E StansfieldDepartment of Anthropology, University of Washington, Seattle, WA, USA.
Gregorio A MillettamfAR, the Foundation for AIDS Research, New York, NY, USA.
Patrick S SullivanDepartment of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA, USA.

Funding

University of Washington/Fred Hutch Center for AIDS ResearchP30AI027757 · NIAID · UNIVERSITY OF WASHINGTON · PI Kenneth Sherr · 1988 to 2026
$104.9M
Virology and Molecular Biomarkers CoreP30AI050409 · NIAID · EMORY UNIVERSITY · PI Carlos del Rio · 2002 to 2026
$74.0M
San Francisco Vaccine and Prevention UnitUM1AI069496 · NIAID · PUBLIC HEALTH FOUNDATION ENTERPRISES · PI Susan Buchbinder, Diane V Havlir · 2012 to 2026
$30.5M
Methods and Data CoreR24HD042828 · NICHD · UNIVERSITY OF WASHINGTON · PI CURRAN, SARA R. · 2002 to 2016
$9.3M
Prevention Umbrella for MSM in the AmericasR01AI083060 · NIAID · PUBLIC HEALTH FOUNDATION ENTERPRISES · PI BUCHBINDER, SUSAN · 2009 to 2012
$3.7M
Statistical Methods for Network EpidemiologyR01HD068395 · NICHD · UNIVERSITY OF WASHINGTON · PI MORRIS, WANDA MARTINA · 2011 to 2015
$3.0M
Explaining Differences in HIV Prevalence and Incidence in Black and White MSMR01MH085600 · NIMH · EMORY UNIVERSITY · PI SULLIVAN, PATRICK SEAN · 2009 to 2013
$2.9M
Sexual Networks and Concurrency of Black and White MSMR01HD067111 · NICHD · EMORY UNIVERSITY · PI SULLIVAN, PATRICK SEAN · 2010 to 2012
$2.0M
Improving Racial/Ethnic Minority Participation in Online HIV Prevention ResearchRC1MD004370 · NIMHD · EMORY UNIVERSITY · PI SULLIVAN, PATRICK SEAN · 2009 to 2010
$999k
Modeling Antiretroviral-Based Prevention among MSM in the USR21MH112449 · NIMH · EMORY UNIVERSITY · PI JENNESS, SAMUEL · 2017 to 2018
$442k
Using Sexual Network Transmission Models to Explain HIV Disparities Between BlackR21HD075662 · NICHD · UNIVERSITY OF WASHINGTON · PI GOODREAU, STEVEN M. · 2013 to 2014
$418k
NIAID NIH HHS P30 AI027757NIAID NIH HHS P30 AI050409NIAID NIH HHS R01 AI083060NIAID NIH HHS UM1 AI069496NICHD NIH HHS R01 HD067111NICHD NIH HHS R01 HD068395NICHD NIH HHS R21 HD075662NICHD NIH HHS R24 HD042828NIMHD NIH HHS RC1 MD004370NIMH NIH HHS R01 MH085600NIMH NIH HHS R21 MH112449
6 · The paper itself

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.

Indexed as

Black PeopleHomosexuality, MaleWhite PeopleAdolescentAdultAnimalsBlack or African AmericanComputer SimulationGeorgiaHIV InfectionsHumansMaleModels, StatisticalPrevalenceYoung Adult

Identifiers

PMID28431923
PMCPMC5706457

What OpenQuestion holds

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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.