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A latent class analysis of DSM-IV alcohol use disorder criteria and binge drinking in undergraduates
Resource type
Authors/contributors
- Beseler, Cheryl L. (Author)
- Taylor, Laura A. (Author)
- Kraemer, Deborah T. (Author)
- Leeman, Robert F. (Author)
Title
A latent class analysis of DSM-IV alcohol use disorder criteria and binge drinking in undergraduates
Abstract
Background: Adolescent and adult samples have shown that the Diagnostic and Statistical Manual of Mental Disorders-IV (DSM-IV) abuse and dependence criteria lie on a continuum of alcohol problem severity, but information on criteria functioning in college students is lacking. Prior factor analyses in a college sample (Beseler et al., 2010) indicated that a 2-factor solution fit the data better than a single-factor solution after a binge drinking criterion was included. The second dimension may indicate a clustering of criteria related to excessive alcohol use in this college sample. Methods: The present study was an analysis of data from an anonymous, online survey of undergraduates (N = 361) that included items pertaining to the DSM-IV alcohol use disorder (AUD) diagnostic criteria and binge drinking. Latent class analysis (LCA) was used to determine whether the criteria best fit a categorical model, with and without a binge drinking criterion. Results: In an LCA including the AUD criteria only, a 3-class solution was the best fit. Binge drinking worsened the fit of the models. The largest class (class 1, n = 217) primarily endorsed tolerance (18.4%); none were alcohol dependent. The middle class (class 2, n = 114) endorsed primarily tolerance (81.6%) and drinking more than intended (74.6%); 34.2% met criteria for dependence. The smallest class (class 3, n = 30) endorsed all criteria with high probabilities (30 to 100%); all met criteria for dependence. Alcohol consumption patterns did not differ significantly between classes 2 and 3. Class 3 was characterized by higher levels on several variables thought to predict risk of alcohol-related problems (e. g., enhancement motives for drinking, impulsivity, and aggression). Conclusions: Two classes of heavy-drinking college students were identified, one of which appeared to be at higher risk than the other. The highest risk group may be less likely to “mature out” of high-risk drinking after college.
Publication
Alcoholism-Clinical and Experimental Research
Date
2012-01
Volume
36
Issue
1
Pages
153-161
Journal Abbr
Alcohol. Clin. Exp. Res.
Citation Key
ISI:000298730200018
ISSN
0145-6008
Language
English
Extra
39 citations (Crossref) [2023-10-31]
tex.eissn: 1530-0277
tex.unique-id: ISI:000298730200018
Citation Key: ISI:000298730200018
Citation
Beseler, C. L., Taylor, L. A., Kraemer, D. T., & Leeman, R. F. (2012). A latent class analysis of DSM-IV alcohol use disorder criteria and binge drinking in undergraduates. Alcoholism-Clinical and Experimental Research, 36(1), 153–161. https://doi.org/10.1111/j.1530-0277.2011.01595.x
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