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Dependent and problem drinking over 5 years: a latent class growth analysis K L. Delucchi H Matzger C Weisner This postprint is also in the postprint series of the following research unit(s):
ABSTRACT: Understanding the long-term course of problematic drinking is a
fundamental concern for health services research in the alcohol field. The
stability of, or change in, the course of drinking-especially heavy
drinking-has both theoretical and applied relevance to alcohol research. We
explore the application of latent class growth modeling to 5 years of survey
data collected from dependent and problem drinkers-some not in treatment at
baseline-in an attempt to uncover prototypical longitudinal drinking patterns.
Results indicated that five profiles of drinkers can be used to represent their
longitudinal course of alcohol consumption: early quitters (N = 88),
light/non-drinkers (N = 76), gradual improvers (N = 129), moderate drinkers (N
= 229), and heavy drinkers (N = 572). Significant baseline factors included ASI
drug severity, dependence symptoms, and marital status. Attendance at AA
meetings, the size of one's heavy drinking and drug using social network, past
treatment, receiving suggestions about one's drinking, and contacts with the
medical system were significant influences. The size of heavy drinking and drug
using social networks was noticeably larger for the heavy drinkers. Findings
also support the usefulness of a semi-parametric latent group-based approach as
a tool for analyzing alcohol-related behaviors. (C) 2004 Elsevier Ireland Ltd.
All rights reserved.
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