Literature DB >> 15036551

Typologies of drug dependence: comparative validity of a multivariate and four univariate models.

Debasish Basu1, Samuel A Ball, Richard Feinn, Joel Gelernter, Henry R Kranzler.   

Abstract

Data from a longitudinal cohort study were used to directly compare the concurrent and predictive validity of four univariate typologic approaches with a multivariate approach in subtyping drug dependence. The four univariate typologies were based upon: (a) age-of-onset of drug abuse/dependence, (b) presence of drug abuse in first-degree relatives, (c) presence of antisocial personality disorder, and (d) sex. The multivariate typologic approach was based on indices of vulnerability, chronicity, consequences, and psychopathology, yielding the Type A/B dichotomy first demonstrated in alcohol dependence. Subtypes generated from the univariate typologies were then each compared with the multivariate typology on measures of concurrent and predictive validity, and the strength of association was compared statistically. There was evidence of significantly greater concurrent validity of the Type A/B typology compared with the univariate typologies across all the domains of validation (risk, substance use, psychopathology, personality, and overall functioning). The multivariate typology also fared better than the univariate ones in all three domains on which predictive validity was evaluated: substance use, psychopathology, and overall functioning, as well as the degree of change in several composite scores (drug, medical, legal, and psychiatric) and the global psychiatric symptom index. This direct method of comparison seemed to demonstrate the superior validity of the multivariate cluster-analytic approach over the univariate approaches to classifying subjects with drug dependence.

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Year:  2004        PMID: 15036551     DOI: 10.1016/j.drugalcdep.2003.11.004

Source DB:  PubMed          Journal:  Drug Alcohol Depend        ISSN: 0376-8716            Impact factor:   4.492


  17 in total

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7.  Antisocial behavioral syndromes and DSM-IV drug use disorders in the United States: results from the National Epidemiologic Survey on Alcohol and Related Conditions.

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Journal:  Drug Alcohol Depend       Date:  2007-04-12       Impact factor: 4.492

8.  Tri-city study of Ecstasy use problems: a latent class analysis.

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Journal:  Drug Alcohol Depend       Date:  2008-07-31       Impact factor: 4.492

9.  A latent class analysis of drug abuse in a national Swedish sample.

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10.  The validity of cocaine dependence subtypes.

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