Literature DB >> 22391133

Computer adaptive testing of liability to addiction: identifying individuals at risk.

Levent Kirisci1, Ralph Tarter, Maureen Reynolds, Ty Ridenour, Clement Stone, Michael Vanyukov.   

Abstract

BACKGROUND: Employed as a quantitative measure of substance use disorder (SUD) risk, the transmissible liability index (TLI) can be useful for detecting youths requiring prevention intervention. This study was conducted to develop and evaluate a computer adaptive test (CAT) version of the TLI to identifying individuals at risk for SUD.
METHODS: In the first sample (N=425) of male and female subjects were recruited under aegis of the Center for Education and Drug Abuse Research in Pittsburgh, PA, USA, having a mean age of 18.8 years. A provisional CAT version of the TLI was assessed using simulation procedures. In sample 2, twins were recruited at the 2010 Twinsburg Festival in Twinsburg, OH, USA. The CAT and paper and pencil (P&P) versions of the TLI were administered to 276 twin pairs having a mean age of 19.94 years.
RESULTS: The simulated CAT version of the TLI predicted cannabis use disorder 2 years after initial study with 4% less accuracy (72% vs. 68%) than P&P version but with 78% reduction of items. In the twin sample, the CAT version predicted alcohol and drug use (OR=1.7 [2.1], p<.001) with 64% and 65% accuracy (sensitivity=75% [75%] and specificity=64% [65%]).
CONCLUSIONS: This study demonstrated that the CAT version of the TLI is an accurate and efficient measure of risk for SUD. The CAT version of the TLI potentially affords the opportunity for efficient screening of risk so that timely interventions can be implemented to prevent occurrence of SUDs having frequently lifelong consequences.
Copyright © 2012 Elsevier Ireland Ltd. All rights reserved.

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Mesh:

Year:  2012        PMID: 22391133      PMCID: PMC3370067          DOI: 10.1016/j.drugalcdep.2012.01.016

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


  18 in total

Review 1.  Liability to substance use disorders: 2. A measurement approach.

Authors:  Michael M Vanyukov; Levent Kirisci; Ralph E Tarter; Howard F Simkevitz; Galina P Kirillova; Brion S Maher; Duncan B Clark
Journal:  Neurosci Biobehav Rev       Date:  2003-10       Impact factor: 8.989

Review 2.  Liability to substance use disorders: 1. Common mechanisms and manifestations.

Authors:  Michael M Vanyukov; Ralph E Tarter; Levent Kirisci; Galina P Kirillova; Brion S Maher; Duncan B Clark
Journal:  Neurosci Biobehav Rev       Date:  2003-10       Impact factor: 8.989

3.  Comparability and validity of computerized adaptive testing with the MMPI-2.

Authors:  B L Roper; Y S Ben-Porath; J N Butcher
Journal:  J Pers Assess       Date:  1995-10

4.  Development of a computer-adaptive test for depression (D-CAT).

Authors:  Herbert Fliege; Janine Becker; Otto B Walter; Jakob B Bjorner; Burghard F Klapp; Matthias Rose
Journal:  Qual Life Res       Date:  2005-12       Impact factor: 4.147

5.  Computerized adaptive personality testing: a review and illustration with the MMPI-2 Computerized Adaptive Version.

Authors:  Johnathan D Forbey; Yossef S Ben-Porath
Journal:  Psychol Assess       Date:  2007-03

6.  General causal models for sex differences in the familial transmission of multifactorial traits: an application to human spatial visualizing ability.

Authors:  J Rice; C R Cloninger; T Reich
Journal:  Soc Biol       Date:  1980

7.  Deviant socialization mediates transmissible and contextual risk on cannabis use disorder development: a prospective study.

Authors:  Ralph E Tarter; Diana Fishbein; Levent Kirisci; Ada Mezzich; Ty Ridenour; Michael Vanyukov
Journal:  Addiction       Date:  2011-05-03       Impact factor: 6.526

8.  Prediction of cannabis use disorder between boyhood and young adulthood: clarifying the phenotype and environtype.

Authors:  Levent Kirisci; Ralph Tarter; Ada Mezzich; Ty Ridenour; Maureen Reynolds; Michael Vanyukov
Journal:  Am J Addict       Date:  2009 Jan-Feb

9.  Measurement of the risk for substance use disorders: phenotypic and genetic analysis of an index of common liability.

Authors:  Michael M Vanyukov; Levent Kirisci; Lisa Moss; Ralph E Tarter; Maureen D Reynolds; Brion S Maher; Galina P Kirillova; Ty Ridenour; Duncan B Clark
Journal:  Behav Genet       Date:  2009-04-18       Impact factor: 2.805

10.  Development and evaluation of a computer adaptive test for 'Anxiety' (Anxiety-CAT).

Authors:  Otto B Walter; Janine Becker; Jakob B Bjorner; Herbert Fliege; Burghard F Klapp; Matthias Rose
Journal:  Qual Life Res       Date:  2007-03-07       Impact factor: 4.147

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  16 in total

1.  Familiality of addiction and its developmental mechanisms in girls.

Authors:  Galina Kirillova; Maureen Reynolds; Levent Kirisci; Sherri Mosovsky; Ty Ridenour; Ralph Tarter; Michael Vanyukov
Journal:  Drug Alcohol Depend       Date:  2014-08-12       Impact factor: 4.492

2.  A new approach to researching the etiology of cannabis use disorder: integrating transmissible and nontransmissible risk within a developmental framework.

Authors:  Ralph Tarter; Levent Kirisci; Maureen Reynolds
Journal:  Subst Abus       Date:  2014       Impact factor: 3.716

3.  Temperament disturbances measured in infancy progress to substance use disorder 20 years later.

Authors:  Michelle S Horner; Maureen Reynolds; Betty Braxter; Levent Kirisci; Ralph E Tarter
Journal:  Pers Individ Dif       Date:  2015-08

4.  Modeling the association between sexual maturation, transmissible risk, and peer relationships during childhood and adolescence on development of substance use disorder in young adulthood.

Authors:  Michelle S Horner; Ralph Tarter; Levent Kirisci; Duncan B Clark
Journal:  Am J Addict       Date:  2013-08-09

5.  Marijuana But Not Alcohol Use During Adolescence Mediates the Association Between Transmissible Risk for Substance Use Disorder and Number of Lifetime Violent Offenses.

Authors:  Maureen D Reynolds; Ralph E Tarter; Levent Kirisci; Duncan B Clark
Journal:  J Crim Justice       Date:  2011-05

6.  The development and validation of static and adaptive screeners to measure the severity of panic disorder, social anxiety disorder, and obsessive compulsive disorder.

Authors:  Matthew Sunderland; Philip J Batterham; Alison L Calear; Natacha Carragher
Journal:  Int J Methods Psychiatr Res       Date:  2017-04-03       Impact factor: 4.035

7.  Detecting initiation or risk for initiation of substance use before high school during pediatric well-child check-ups.

Authors:  Ty A Ridenour; David Willis; Debra L Bogen; Scott Novak; Jennifer Scherer; Maureen D Reynolds; Zu Wei Zhai; Ralph E Tarter
Journal:  Drug Alcohol Depend       Date:  2015-03-02       Impact factor: 4.492

8.  Validity of computer adaptive tests of daily routines for youth with spinal cord injury.

Authors:  Leah M Bent; M J Mulcahey; Erin H Kelly; Christina L Calhoun; Feng Tian; Pensheng Ni; Lawrence C Vogel; Stephen M Haley
Journal:  Top Spinal Cord Inj Rehabil       Date:  2013

9.  Age of alcohol and cannabis use onset mediates the association of transmissible risk in childhood and development of alcohol and cannabis disorders: evidence for common liability.

Authors:  Levent Kirisci; Ralph Tarter; Ty Ridenour; Zu Wei Zhai; Diana Fishbein; Maureen Reynolds; Michael Vanyukov
Journal:  Exp Clin Psychopharmacol       Date:  2012-12-03       Impact factor: 3.157

10.  Relation among HPA and HPG neuroendocrine systems, transmissible risk and neighborhood quality on development of substance use disorder: results of a 10-year prospective study.

Authors:  Ralph E Tarter; Levent Kirisci; Galina Kirillova; Maureen Reynolds; Judy Gavaler; Ty Ridenour; Michelle Horner; Duncan Clark; Michael Vanyukov
Journal:  Drug Alcohol Depend       Date:  2012-08-04       Impact factor: 4.492

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