Evidence map›Paper›PMID 37671104›Full record

ArticleFrontiers in psychology2023

Barriers to methamphetamine treatment seeking in residential centers in Aguascalientes, Mexico.

Kalina Isela Martínez Martínez, Yancarlo Lizandro Ojeda Aguilar, Lorenia Robles Villarreal, María Abigail Paz Pérez

Open access · goldAbstract read
In one paragraph

Article in Frontiers in psychology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
0.4field-weighted citation impact, top 33% 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

0 citing papers in PubMed, 2 citations in OpenAlex.

No citing paper in PubMed yet.

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 1 institution in 1 country.

Kalina Isela Martínez Martínez *Department of Psychology, Autonomous University of Aguascalientes, Aguascalientes, Mexico.
Yancarlo Lizandro Ojeda Aguilar *Department of Psychology, Autonomous University of Aguascalientes, Aguascalientes, Mexico.
Lorenia Robles VillarrealDepartment of Psychology, Autonomous University of Aguascalientes, Aguascalientes, Mexico.
María Abigail Paz PérezDepartment of Psychology, Autonomous University of Aguascalientes, Aguascalientes, Mexico.
Autonomous University of Aguascalientes · MX

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Introduction: In the Aguascalientes, most people who seek treatment go to non-governmental residential centers, and about half request treatment for meth use. Although some barriers to treatment seeking among these users are known, few studies have been conducted with the Mexican population, specifically with users of residential centers. The aim of this study was to explore the main barriers reported by these patients, the relationship between reported barriers and meth use, as well as identify possible user profiles based on the barriers and the pattern of consumption. Methods: We designed a brief survey that evaluated sociodemographic data, consumption pattern, help-seeking for consumption and use of services, barriers in the search for services, depression, and suicide attempts. Here, we report the results of barriers and consumption patterns. The study sample consisted of 865 individuals receiving treatment for meth use in 23 certified residential centers. Results: Patients reported an average of 2.12 barriers, the main ones being not considering the services useful for them (41.6%), not considering it important to attend (35%), and not finding time to attend the consultation (29.8%). We found a statistically significant relationship, although weak, between the number of barriers reported by participants and the age of onset of meth use, dangerous perception of meth use, attempts to quit, and the number of problems associated with use. We used a cluster analysis that was performed using the k-means machine learning algorithm, which revealed two clusters. The first was formed by patients who started using meth at a young age which has more problems associated with meth use and more barriers in seeking services, while the other was formed by patients who started at an older age which have fewer problems and fewer barriers. We found statistical differences between groups, where it was found that young group reported consuming more substances, more problems associated, and more barriers in seeking services. Discussions: This study revealed the main barriers to seeking treatment among patients in residential centers and found that the age of onset of meth use is a risk factor for presenting more barriers and more problems associated with consumption.

Indexed as

age of onset methbarrieresmachine learningmethamphetamine useresidential centersseeking treatment

Identifiers

PMID37671104
PMCPMC10475994
OpenAlexW4386026205

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.