Evidence map›Paper›PMID 38192124›Full record

ArticleAddiction (Abingdon, England)2024

Longitudinal trajectories of substance use disorder treatment use: A latent class growth analysis using a national cohort in Chile.

Ignacio Bórquez, Magdalena Cerdá, Andrés González-Santa Cruz, Noa Krawczyk, Álvaro Castillo-Carniglia

Abstract read
In one paragraph

Article in Addiction (Abingdon, England), 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed, 1 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

2 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. 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

5 authors.

Ignacio BórquezCenter for Opioid Epidemiology and Policy (COEP), Department of Population Health, Grossman School of Medicine, New York University, New York, New York, USA.ORCID 0000-0002-3746-578X
Magdalena CerdáCenter for Opioid Epidemiology and Policy (COEP), Department of Population Health, Grossman School of Medicine, New York University, New York, New York, USA.ORCID 0000-0001-8441-7046
Andrés González-Santa CruzMillennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), Santiago, Chile.ORCID 0000-0002-5166-9121
Noa KrawczykCenter for Opioid Epidemiology and Policy (COEP), Department of Population Health, Grossman School of Medicine, New York University, New York, New York, USA.ORCID 0000-0002-7396-3938
Álvaro Castillo-CarnigliaMillennium Nucleus for the Evaluation and Analysis of Drug Policies (nDP), Santiago, Chile.ORCID 0000-0002-3016-890X

Funding

Beyond Treatment Initiation: Enhancing Opioid Use Disorder Care Transitions Across Health System TouchpointsK01DA055758 · NIDA · NEW YORK UNIVERSITY SCHOOL OF MEDICINE · PI Noa Krawczyk · 2023 to 2026
$722k
ANID-Millennium Science Initiative Program NCS2021_003ANID-Millennium Science Initiative Program NCS2021_013National Institute on Drug Abuse of the National Institutes of Health K01DA055758NIDA NIH HHS K01 DA055758
6 · The paper itself

Abstract

BACKGROUND AND

aimsLongitudinal studies have revealed that substance use treatment use is often recurrent among patients; the longitudinal patterns and characteristics of those treatment trajectories have received less attention, particularly in the global south. This study aimed to disentangle heterogeneity in treatment use among adult patients in Chile by identifying distinct treatment trajectory groups and factors associated with them.

designNational-level registry-based retrospective cohort. SETTING AND

participantsAdults admitted to publicly funded substance use disorder treatment programs in Chile from November 2009 to November 2010 and followed for 9 years (n = 6266). MEASUREMENTS: Monthly treatment use; type of treatment; ownership of the treatment center; discharge status; primary substance used; sociodemographic.

findingsA seven-class treatment trajectory solution was chosen using latent class growth analysis. We identified three trajectory groups that did not recur and had different treatment lengths: Early discontinuation (32%), Less than a year in treatment (19.7%) and Year-long episode, without recurrence (12.3%). We also identified a mixed trajectory group that had a long first treatment or two treatment episodes with a brief time between treatments: Long first treatment, or immediate recurrence (6.3%), and three recurrent treatment trajectory groups: Recurrent and decreasing (14.2%), Early discontinuation with recurrence (9.9%) and Recurrent after long between treatments period (5.7%). Inpatient or outpatient high intensity (vs. outpatient low intensity) at first entry increased the odds of being in the longer one-episode groups compared with the Early discontinuation group. Women had increased odds of belonging to all the recurrent groups. Using cocaine paste (vs. alcohol) as a primary substance decreased the odds of belonging to long one-episode groups.

conclusionsIn Chile, people in publicly funded treatment for substance use disorder show seven distinct care trajectories: three groups with different treatment lengths and no recurring episodes, a mixed group with a long first treatment or two treatment episodes with a short between-treatment-episodes period and three recurrent treatment groups.

Indexed as

Substance-Related DisordersAdultChileFemaleHumansLongitudinal StudiesRetrospective Studiesadministrative datacare trajectorylatent class growth analysislongitudinal analysissubstance use disorder treatment utilizationtreatment careers

Identifiers

PMID38192124
PMCPMC11766828

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Registered trials

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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.