Evidence map›Paper›PMID 36587507›Full record

ArticleThe International journal on drug policy2023

Drug use typology, demographic covariates, and associations with condomless anal sex: A latent class analysis among a U.S. national cohort of men who have sex with men.

Jesse L Goldshear, Drew A Westmoreland, Adam W Carrico, Christian Grov

Open access · greenAbstract read
In one paragraph

Article in The International journal on drug policy, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed
0.5field-weighted citation impact, top 35% of its field
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

6 citing papers in PubMed, 5 citations in OpenAlex.

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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

4 authors at 4 institutions in 1 country.

Jesse L GoldshearDepartment of Population and Public Health Sciences, University of California Keck Medicine, 1845 N Soto St, Los Angeles, CA 90032, USA.
Drew A WestmorelandCity University of New York (CUNY) Institute for Implementation Science in Population Health, 55 W 125th Street, New York, NY 10027, USA.
Adam W CarricoDepartment of Public Health Sciences, Miller School of Medicine, University of Miami. 1120 NW 14th St #905, 33136, Miami, FL, USA.
Christian GrovDepartment of Community Health and Social Sciences, CUNY Graduate School of Public Health and Health Policy, 55 W 125th Street, New York, NY 10027, USA. Electronic address: Christian.grov@sph.cuny.edu.
CUNY School of Law · USThe Graduate Center, CUNY · USUniversity of Miami · USUniversity of Southern California · US

Funding

Patient and Population Health Outcomes Research SWGP30AI124414 · NIAID · ALBERT EINSTEIN COLLEGE OF MEDICINE, INC · PI Kathryn M. Anastos · 2017 to 2026
$28.3M
Following a U.S. National Cohort of Vulnerable Men to Improve HIV Prevention and CareUH3AI133675 · NIAID · GRADUATE SCHOOL OF PUBLIC HEALTH AND HEALTH POLICY · PI GROV, CHRISTIAN · 2019 to 2021
$6.9M
The Impact of Alcohol on PrEP Adherence in Vulnerable MenK01AA029047 · NIAAA · UNIVERSITY OF FLORIDA · PI WESTMORELAND, DREW ANNE · 2020 to 2024
$940k
NIAAA NIH HHS K01 AA029047NIAID NIH HHS P30 AI124414NIAID NIH HHS UH3 AI133675
6 · The paper itself

Abstract

backgroundPrior research has shown that men who have sex with men (MSM) who use drugs are at increased risk of sexually transmitted infections (STI) and Human Immunodeficiency Virus (HIV). Often, MSM who use drugs use multiple substances at once and research has indicated that certain substances are used in combination more frequently. As a vulnerable population, it is important to understand the various ways in which this population uses drugs in order to structure prevention, harm reduction, and treatment programs to their needs.

methodsData for this analysis were taken from a cohort of geographically diverse U.S. national sample of cisgender men who have sex with men (n = 6111). After assessing prevalence of drug use in the sample, we used iterative latent class analysis to determine substance use classes for 10 substances. After a model was selected, class assignments were examined for association with mean number of insertive and receptive condomless anal sex (CAS) partners in the past three months.

resultsThe final model indicated six latent classes: class 1 = "cannabis use" (n = 1,996), class 2 = "diverse use" (n = 299), class 3 = "cocaine and inhalant use" (n = 421), class 4 = "methamphetamine, GHB, and inhalant use" (n = 345), class 5 = "no use" (n = 2431), class 6 = "sedative use" (n = 619). Age, race, annual income, residence in EHE jurisdictions, past history of houselessness, and past history of incarceration was significantly associated with membership in some classes. In outcome modeling, participants best assigned to Class 4 had the highest mean number of insertive (Mean = 9.70, 95% CI: 5.92 - 13.47) and receptive (Mean = 8.71, 95% CI: 6.75 - 10.66) condomless anal sex (CAS) partners in the prior three months.

conclusionThe six heterogenous classes may indicate discrete typologies of use behavior corresponding to different settings or activities, which may themselves differ by regional HIV incidence trends and participant demographics. Programs seeking to address substance use among MSM may be well served to tailor toward these divergent clusters of substance use.

Indexed as

HIV InfectionsSexual and Gender MinoritiesSubstance-Related DisordersDemographyHomosexuality, MaleHumansLatent Class AnalysisMaleRisk-TakingSexual BehaviorSexual PartnersCondomless anal sexDrug useHIVLatent class analysisMSM

Identifiers

PMID36587507
PMCPMC9975079
OpenAlexW4313399625

What OpenQuestion holds

Textmetadata
LicenceTDM
Read underepoch 390

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.