Literature DB >> 25744651

Latent class analysis of alcohol treatment utilization patterns and 3-year alcohol related outcomes.

Orion Mowbray1, Joseph E Glass2, Claudette L Grinnell-Davis3.   

Abstract

People who obtain treatment for alcohol use problems often utilize multiple sources of help. While prior studies have classified treatment use patterns for alcohol use, an empirical classification of these patterns is lacking. For the current study, we created an empirically derived classification of treatment use and described how these classifications were prospectively associated with alcohol-related outcomes. Our sample included 257 participants of the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC) who first received alcohol treatment in the 3-year period prior to their baseline interview. We used latent class analysis to identify classes of treatment users based on their patterns of treatment use of 13 types of alcohol treatment. Regression models examined how classes of treatment use at baseline were associated with alcohol-related outcomes assessed at a 3-year follow-up interview. Outcomes included a continuous measure of the quantity and frequency of alcohol use and DSM-IV alcohol use disorder status. Four classes of treatment users were identified: (1) multiservice users (8.7%), (2) private professional service users (32.8%), (3) alcoholics anonymous (AA) paired with specialty addiction service users (22.0%), and (4) users of AA alone (36.5%). Those who utilized AA paired with specialty addiction services had better outcomes compared to those who used AA alone. In addition to elucidating the most common treatment utilization patterns executed by people seeking help for their alcohol problems, the results from this study suggest that increased efforts may be needed to refer individuals across sectors of care to improve treatment outcomes. Published by Elsevier Inc.

Entities:  

Keywords:  Alcohol use disorders; Latent class analysis; Treatment utilization

Mesh:

Year:  2015        PMID: 25744651     DOI: 10.1016/j.jsat.2015.01.012

Source DB:  PubMed          Journal:  J Subst Abuse Treat        ISSN: 0740-5472


  5 in total

1.  Characterization of Service Use for Alcohol Problems Across Generations and Sex in Adults With Alcohol Use Disorder.

Authors:  Jessica L Bourdon; Rebecca Tillman; Meredith W Francis; Danielle M Dick; Mallory Stephenson; Chella Kamarajan; Howard J Edenberg; John Kramer; Samuel Kuperman; Kathleen K Bucholz; Vivia V McCutcheon
Journal:  Alcohol Clin Exp Res       Date:  2020-02-13       Impact factor: 3.455

2.  Heterogeneity in the Co-occurrence of Substance Use and Posttraumatic Stress Disorder: A Latent Class Analysis Approach.

Authors:  Ateka A Contractor; Nicole H Weiss; Katherine L Dixon-Gordon; Heidemarie Blumenthal
Journal:  J Dual Diagn       Date:  2019-03-06

3.  Profiles, Correlates and Outcomes Among Patients Experiencing an Onset of Mental Disorder Based on Outpatient Care Received Following Index Emergency Department Visits.

Authors:  Morgane Gabet; Zhirong Cao; Marie-Josée Fleury
Journal:  Can J Psychiatry       Date:  2022-03-15       Impact factor: 5.321

4.  Identification of Distinct Latent Classes Related to Sleep, PTSD, Depression, and Anxiety in Individuals Diagnosed With Severe Alcohol Use Disorder.

Authors:  Gwenyth R Wallen; Jumin Park; Michael Krumlauf; Alyssa T Brooks
Journal:  Behav Sleep Med       Date:  2018-01-29       Impact factor: 2.964

5.  Rethinking alcohol interventions in health care: a thematic meeting of the International Network on Brief Interventions for Alcohol & Other Drugs (INEBRIA).

Authors:  Joseph E Glass; Sven Andréasson; Katharine A Bradley; Sara Wallhed Finn; Emily C Williams; Ann-Sofie Bakshi; Antoni Gual; Nick Heather; Marcela Tiburcio Sainz; Vivek Benegal; Richard Saitz
Journal:  Addict Sci Clin Pract       Date:  2017-05-10
  5 in total

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