Evidence map›Paper›PMID 35886704›Full record

ArticleInternational journal of environmental research and public health2022

Latent Class Analysis of Polysubstance Use and Sexual Risk Behaviors among Men Who Have Sex with Men Attending Sexual Health Clinics in Mexico City.

Rosibel Rodríguez-Bolaños, Ricardo Baruch-Dominguez, Edna Arillo-Santillán, Elsa Yunes-Díaz, Leonor Rivera-Rivera, Lizeth Cruz-Jiménez, James F Thrasher, Alan G Nyitray, Eduardo Lazcano-Ponce

Open access · goldAbstract read
In one paragraph

Article in International journal of environmental research and public health, 2022. 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
1.6field-weighted citation impact, top 17% 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, 12 citations in OpenAlex.

  1. Trial
  2. Article
  3. Substance Use Among Gay Men Living in Mexico: Perceptions of Well-Being and Implications for Health.Sexuality research & social policy : journal of NSRC : SR & SP · 2026
    Article
  4. Article
  5. Article
  6. Article
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

9 authors at 3 institutions in 2 countries.

Rosibel Rodríguez-BolañosTobacco Research Department, Population Health Research Center, Mexican National Institute of Public Health, Cuernavaca 62100, Mexico.ORCID 0000-0001-5728-5308
Ricardo Baruch-DominguezInspira Cambio, Mexico City 06470, Mexico.
Edna Arillo-SantillánTobacco Research Department, Population Health Research Center, Mexican National Institute of Public Health, Cuernavaca 62100, Mexico.
Elsa Yunes-DíazCardiovascular Diseases, Diabetes and Cancer Research Department, Population Health Research Center, Mexican National Institute of Public Health, Cuernavaca 62100, Mexico.
Leonor Rivera-RiveraReproductive Health Department, Population Health Research Center, Mexican National Institute of Public Health, Cuernavaca 62100, Mexico.
Lizeth Cruz-JiménezEvaluation and Survey Research Center, Mexican National Institute of Public Health, Cuernavaca 62100, Mexico.ORCID 0000-0002-3261-2250
James F ThrasherTobacco Research Department, Population Health Research Center, Mexican National Institute of Public Health, Cuernavaca 62100, Mexico.
Alan G NyitrayCenter for AIDS Intervention Research, Medical College of Wisconsin, Milwaukee, WI 53226, USA.
Eduardo Lazcano-PonceMexican National Institute of Public Health, Cuernavaca 62100, Mexico.
Instituto Nacional de Salud Pública · MXMedical College of Wisconsin · USUniversity of South Carolina · US

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Men who have sex with men (MSM) are more likely to use drugs and other substances compared to their heterosexual peers. No studies have evaluated patterns of substance use among MSM adults in Mexico. We used latent class analysis (LCA) to identify MSM subgroups with specific substance use patterns and their associations with sexual behaviors.

methodsData from 1850 adult MSM were collected at HIV clinics in Mexico City between September 2018 and December 2019. The structural equation modeling approach was used to estimate a LC model to identify patterns of substance use by self-report of substance use (i.e., cigarette smoking, alcohol, and drugs). To evaluate LC membership, we included HIV status, condomless anal sex (CAS), and serosorting, while controlling for demographic variables.

results30.3% were under the age of 22. Alcohol use in last 30 days (76.2%), binge drinking (29.2%), marijuana (29.4%), sex-drugs (23.9%), stimulants (13.7%), and depressants (6.3%). MSM reported engaging in CAS (55.9%) and serosorting (13.5%) behaviors, and 40% reported being HIV positive. LCA indicated three general categories of MSM substance users: Class 1 (49.0%), Class 2 (29.8%), and Class 3 (20.4%). Members of Class 3 were younger: 23-28 age years (aOR = 1.86) and 29-33 age years (aOR = 1.86), more educated: completed graduate studies (aOR = 1.60), had a high probability of polysubstance use and were more likely to engage in CAS and serosorting.

conclusionsAttempts to detect alcohol and problematic use of substances are needed for MSM followed by culturally competent approaches that address alcohol and drug use disorders.

Indexed as

HIV InfectionsSexual and Gender MinoritiesSexual HealthSubstance-Related DisordersAdultHIV SerosortingHomosexuality, MaleHumansLatent Class AnalysisMaleMexicoRisk-TakingSexual Behavioralcohol usemen who have sex with menrisk behaviorsubstance usetobacco use

Identifiers

PMID35886704
PMCPMC9323409
OpenAlexW4286494287

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.