Literature DB >> 27367263

Finding success in failure: using latent profile analysis to examine heterogeneity in psychosocial functioning among heavy drinkers following treatment.

Adam D Wilson1, Adrian J Bravo2, Matthew R Pearson1, Katie Witkiewitz1.   

Abstract

AIMS: To estimate differences in post-treatment psychosocial functioning among treatment 'failures' (i.e. heavy drinkers, defined as 4+/5+ drinks for women/men) from two large multi-site clinical trials and to compare these levels of functioning to those of the purported treatment 'successes' (i.e. non-heavy drinkers).
DESIGN: Separate latent profile analyses of data from two of the largest alcohol clinical trials conducted in the United States, COMBINE (Combined Pharmacotherapies and Behavioral Interventions) and Project MATCH (Matching Alcoholism Treatments to Client Heterogeneity), comparing psychosocial outcomes across derived classes of heterogeneous treatment responders.
SETTING: Eleven US academic sites in COMBINE, 27 US treatment sites local to nine research sites in Project MATCH. PARTICIPANTS: A total of 962 individuals in COMBINE (69% male, 77% white, mean age: 44 years) treated January 2001 to January 2004 and 1528 individuals in Project MATCH (75% male, 80% white, mean age: 40 years) treated April 1991 to September 1994. MEASUREMENTS: In COMBINE, we analyzed health, quality of life, mental health symptoms and alcohol consequences 12 months post-baseline. In Project MATCH, we examined social functioning, mental health symptoms and alcohol consequences 15 months post-baseline.
FINDINGS: Latent profile analysis of measures of functioning in both samples supported a three-profile solution for the group of treatment 'failures', characterized by high-, average- and low-functioning individuals. The high-functioning treatment 'failures' generally performed better across measures of psychosocial functioning at follow-up than participants designated treatment 'successes' by virtue of being abstainers or light drinkers.
CONCLUSIONS: Current United States Food and Drug Administration guidance to use heavy drinking as indicative of treatment 'failure' fails to take into account substantial psychosocial improvements made by individuals who continue occasionally to drink heavily post-treatment.
© 2016 Society for the Study of Addiction.

Entities:  

Keywords:  Binge drinking; heavy drinking; latent profile analysis; person-centered analysis; psychosocial functioning; treatment failure

Mesh:

Substances:

Year:  2016        PMID: 27367263      PMCID: PMC5218991          DOI: 10.1111/add.13518

Source DB:  PubMed          Journal:  Addiction        ISSN: 0965-2140            Impact factor:   6.526


  23 in total

Review 1.  Binge drinking and the American college student: what's five drinks?

Authors:  H Wechsler; T F Nelson
Journal:  Psychol Addict Behav       Date:  2001-12

2.  Development of the World Health Organization WHOQOL-BREF quality of life assessment. The WHOQOL Group.

Authors: 
Journal:  Psychol Med       Date:  1998-05       Impact factor: 7.723

3.  "Success" following alcohol treatment: moving beyond abstinence.

Authors:  Katie Witkiewitz
Journal:  Alcohol Clin Exp Res       Date:  2012-10-17       Impact factor: 3.455

Review 4.  Questioning the validity of the 4+/5+ binge or heavy drinking criterion in college and clinical populations.

Authors:  Matthew R Pearson; Megan Kirouac; Katie Witkiewitz
Journal:  Addiction       Date:  2015-12-28       Impact factor: 6.526

5.  Comparing the detection of transdermal and breath alcohol concentrations during periods of alcohol consumption ranging from moderate drinking to binge drinking.

Authors:  Donald M Dougherty; Nora E Charles; Ashley Acheson; Samantha John; R Michael Furr; Nathalie Hill-Kapturczak
Journal:  Exp Clin Psychopharmacol       Date:  2012-06-18       Impact factor: 3.157

Review 6.  Measurement of drinking behavior using the Form 90 family of instruments.

Authors:  W R Miller; F K Del Boca
Journal:  J Stud Alcohol Suppl       Date:  1994-12

7.  Combined pharmacotherapies and behavioral interventions for alcohol dependence: the COMBINE study: a randomized controlled trial.

Authors:  Raymond F Anton; Stephanie S O'Malley; Domenic A Ciraulo; Ron A Cisler; David Couper; Dennis M Donovan; David R Gastfriend; James D Hosking; Bankole A Johnson; Joseph S LoCastro; Richard Longabaugh; Barbara J Mason; Margaret E Mattson; William R Miller; Helen M Pettinati; Carrie L Randall; Robert Swift; Roger D Weiss; Lauren D Williams; Allen Zweben
Journal:  JAMA       Date:  2006-05-03       Impact factor: 56.272

8.  College students define binge drinking and estimate its prevalence: results of a national survey.

Authors:  H Wechsler; M Kuo
Journal:  J Am Coll Health       Date:  2000-09

9.  Moderate drinking in the first year after treatment as a predictor of three-year outcomes.

Authors:  Stephen A Maisto; Patrick R Clifford; Robert L Stout; Christine M Davis
Journal:  J Stud Alcohol Drugs       Date:  2007-05       Impact factor: 2.582

Review 10.  Alcohol use disorder clinical course research: informing clinicians' treatment planning now and in the future.

Authors:  Stephen A Maisto; Megan Kirouac; Katie Witkiewitz
Journal:  J Stud Alcohol Drugs       Date:  2014-09       Impact factor: 2.582

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Authors:  Katie Witkiewitz; Henry R Kranzler; Kevin A Hallgren; Stephanie S O'Malley; Daniel E Falk; Raye Z Litten; Deborah S Hasin; Karl F Mann; Raymond F Anton
Journal:  Alcohol Clin Exp Res       Date:  2018-11-05       Impact factor: 3.455

2.  Course of remission from and relapse to heavy drinking following outpatient treatment of alcohol use disorder.

Authors:  Stephen A Maisto; Kevin A Hallgren; Corey R Roos; Katie Witkiewitz
Journal:  Drug Alcohol Depend       Date:  2018-04-16       Impact factor: 4.492

3.  Preresolution Drinking Problem Severity Profiles Associated with Stable Moderation Outcomes of Natural Recovery Attempts.

Authors:  Jalie A Tucker; JeeWon Cheong; Tyler G James; Soyeon Jung; Susan D Chandler
Journal:  Alcohol Clin Exp Res       Date:  2020-02-18       Impact factor: 3.455

4.  Reduction in non-abstinent World Health Organization (WHO) drinking risk levels and drug use disorders: 3-year follow-up results in the US general population.

Authors:  Justin Knox; Melanie Wall; Katie Witkiewitz; Henry R Kranzler; Daniel E Falk; Raye Litten; Karl Mann; Stephanie S O'Malley; Jennifer Scodes; Raymond Anton; Deborah S Hasin
Journal:  Drug Alcohol Depend       Date:  2019-05-29       Impact factor: 4.492

5.  Abstinence Not Required: Expanding the Definition of Recovery from Alcohol Use Disorder.

Authors:  Katie Witkiewitz; Jalie A Tucker
Journal:  Alcohol Clin Exp Res       Date:  2019-12-04       Impact factor: 3.455

6.  Profiles of recovery from alcohol use disorder at three years following treatment: can the definition of recovery be extended to include high functioning heavy drinkers?

Authors:  Katie Witkiewitz; Adam D Wilson; Matthew R Pearson; Kevin S Montes; Megan Kirouac; Corey R Roos; Kevin A Hallgren; Stephen A Maisto
Journal:  Addiction       Date:  2018-08-24       Impact factor: 6.526

7.  Reduction in non-abstinent WHO drinking risk levels and depression/anxiety disorders: 3-year follow-up results in the US general population.

Authors:  Justin Knox; Jennifer Scodes; Melanie Wall; Katie Witkiewitz; Henry R Kranzler; Daniel Falk; Raye Litten; Karl Mann; Stephanie S O'Malley; Raymond Anton; Deborah S Hasin
Journal:  Drug Alcohol Depend       Date:  2019-02-14       Impact factor: 4.492

Review 8.  Prevention, screening, and treatment for heavy drinking and alcohol use disorder.

Authors:  Justin Knox; Deborah S Hasin; Farren R R Larson; Henry R Kranzler
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9.  Late-Life Drinking Problems: The Predictive Roles of Drinking Level vs. Drinking Pattern.

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10.  Efficacy of Naltrexone for the Treatment of Alcohol Dependence in Latino Populations.

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Journal:  J Stud Alcohol Drugs       Date:  2017-05       Impact factor: 2.582

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