ArticleDrug and alcohol review2018
Latent classes of polydrug and polyroute use and associations with human immunodeficiency virus risk behaviours and overdose among people who inject drugs in Tijuana, Baja California, Mexico.
Article in Drug and alcohol review, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 29 papers.
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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
29 citing papers in PubMed, 41 citations in OpenAlex.
- Efficacy of the Mexican version of the keepin' it REAL school-based prevention program in addressing multi-substance use from early to mid-adolescence.Drug and alcohol dependence · 2025Trial
- Methadone treatment and associated health and social outcomes after a national manufacturing closure in Mexico: a longitudinal observational cohort study in Tijuana.Lancet regional health. Americas · 2026Article
- Daily polysubstance use associated with HIV, HCV, and non-fatal overdose among people who inject drugs: A latent class analysis using nationwide data.Drug and alcohol dependence · 2026Article
- Association of route of drug administration with self-reported non-fatal overdose: A cohort study of Baltimore City adults who have injected drugs.Drug and alcohol dependence · 2025Article
- Longitudinal polysubstance use patterns and non-fatal overdose: A repeated measures latent class analysis.The International journal on drug policy · 2025Article
- Methamphetamine use and associated factors among people who inject drugs in Iran 2020.Substance abuse treatment, prevention, and policy · 2025Article
- Ecological momentary assessment study of same-hour polysubstance use among people who use opioids and additional substances.Drug and alcohol dependence · 2025Article
- Patterns of socioeconomic marginalization and non-fatal overdose among people who use drugs: A gender-stratified repeated measures latent class analysis.Social science & medicine (1982) · 2025Article
- Health, harm reduction, and social service providers' perspectives on the appropriateness and feasibility of peer distribution of HIV self-test kits among people who use drugs.Harm reduction journal · 2024Article
- Willingness to use and distribute HIV self-testing kits among people who inject drugs in the San Diego-Tijuana border region.Harm reduction journal · 2024Article
- Article
- Latent polydrug use patterns and the provision of injection initiation assistance among people who inject drugs in three North American settings.Drug and alcohol review · 2023Article
- HIV and Substance Use in Latin America: A Scoping Review.International journal of environmental research and public health · 2022Article
- Impact of cumulative incarceration and the post-release period on syringe-sharing among people who inject drugs in Tijuana, Mexico: a longitudinal analysis.Addiction (Abingdon, England) · 2021Article
- Polysubstance use in the U.S. opioid crisis.Molecular psychiatry · 2021Review
- Sex differences in the multilevel determinants of injection risk behaviours among people who inject drugs in Tijuana, Mexico.Drug and alcohol review · 2020Observational
- Modelling integrated antiretroviral treatment and harm reduction services on HIV and overdose among people who inject drugs in Tijuana, Mexico.Journal of the International AIDS Society · 2020Article
- Examining risk behavior and syringe coverage among people who inject drugs accessing a syringe services program: A latent class analysis.The International journal on drug policy · 2020Article
- A latent class analysis of drug and substance use patterns among patients treated in emergency departments for suspected drug overdose.Addictive behaviors · 2020Article
- Polysubstance use in rural West Virginia: Associations between latent classes of drug use, overdose, and take-home naloxone.The International journal on drug policy · 2020Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors at 3 institutions in 1 country.
Funding
Abstract
INTRODUCTION AND
aimsPatterns of polydrug use among people who inject drugs (PWID) may be differentially associated with overdose and unique human immunodeficiency virus (HIV) risk factors. Subgroups of PWID in Tijuana, Mexico, were identified based on substances used, route of administration, frequency of use and co-injection indicators. DESIGN AND
methodsParticipants were PWID residing in Tijuana age ≥18 years sampled from 2011 to 2012 who reported injecting an illicit substance in the past month (n = 735). Latent class analysis identified discrete classes of polydrug use characterised by 11 indicators of past 6 months substance use. Multinomial logistic regression examined class membership association with HIV risk behaviours, overdose and other covariates using an automated three-step procedure in mplus to account for classification error.
resultsParticipants were classified into five subgroups. Two polydrug and polyroute classes were defined by use of multiple substances through several routes of administration and were primarily distinguished from each other by cocaine use (class 1: 5%) or no cocaine use (class 2: 29%). The other classes consisted primarily of injectors: cocaine, methamphetamine and heroin injection (class 3: 4%); methamphetamine and heroin injection (class 4: 10%); and heroin injection (class 5: 52%). Compared with the heroin-only injection class, memberships in the two polydrug and polyroute use classes were independently associated with both HIV injection and sexual risk behaviours. DISCUSSION AND
conclusionsSubstance use patterns among PWID in Tijuana are highly heterogeneous, and polydrug and polyroute users are a high-risk subgroup who may require more tailored prevention and treatment interventions. [Meacham MC, Roesch SC, Strathdee SA, Lindsay S, Gonzalez-Zuniga P, Gaines TL. Latent classes of polydrug and polyroute use and associations with human immunodeficiency virus risk behaviours and overdose among people who inject drugs in Tijuana, Baja California, Mexico. Drug Alcohol Rev 2018;37:128-136].
Indexed as
Identifiers
What OpenQuestion holds
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.