Literature DB >> 16647219

Application of item response theory to quantify substance use disorder severity.

Levent Kirisci1, Ralph E Tarter, Michael Vanyukov, Chris Martin, Ada Mezzich, Stacy Brown.   

Abstract

OBJECTIVE: The present investigation had two main goals: (1) Determine whether binary substance use disorder (SUD) diagnoses are indicators of a unidimensional trait indexing severity of disorder; and, (2) demonstrate the predictive, concurrent and construct validity of the SUD severity scale.
METHODS: Boys and their biological parents were administered structured diagnostic interviews to diagnose SUD. Item response theory (IRT) was applied to determine whether the diagnoses are indicators of a unidimensional trait. The score on this scale was correlated with substance use behavior, violence, treatment history, risky sex, and social adjustment.
RESULTS: SUD diagnoses are indicators of a unidimensional latent trait. Maternal and paternal SUD severity predicted son's SUD severity at age 19. The score on the SUD severity scale correlated with drug use frequency, number of different drugs used in lifetime, treatment seeking, illegal behavior, social maladjustment, and risky sex.
CONCLUSION: SUD can be quantified on an interval scale indexing severity of disorder. The advantages of measuring SUD severity as a continuous trait are discussed.

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Year:  2006        PMID: 16647219     DOI: 10.1016/j.addbeh.2006.03.033

Source DB:  PubMed          Journal:  Addict Behav        ISSN: 0306-4603            Impact factor:   3.913


  27 in total

1.  Modeling the impact of age and sex on a dimension of poly-substance use in adolescence: a longitudinal study from 11- to 17-years-old.

Authors:  Jaime Derringer; Robert F Krueger; William G Iacono; Matt McGue
Journal:  Drug Alcohol Depend       Date:  2010-04-24       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

Review 3.  A dimensional option for the diagnosis of substance dependence in DSM-V.

Authors:  John E Helzer; Kathleen K Bucholz; Michael Gossop
Journal:  Int J Methods Psychiatr Res       Date:  2007       Impact factor: 4.035

4.  Item response theory analysis of lifetime cannabis-use disorder symptom severity in an American Indian community sample.

Authors:  David A Gilder; Philip Lau; Cindy L Ehlers
Journal:  J Stud Alcohol Drugs       Date:  2009-11       Impact factor: 2.582

5.  Measurement invariance of DSM-IV alcohol, marijuana and cocaine dependence between community-sampled and clinically overselected studies.

Authors:  Jaime Derringer; Robert F Krueger; Danielle M Dick; Arpana Agrawal; Kathleen K Bucholz; Tatiana Foroud; Richard A Grucza; Michie N Hesselbrock; Victor Hesselbrock; John Kramer; John I Nurnberger; Marc Schuckit; Laura J Bierut; William G Iacono; Matt McGue
Journal:  Addiction       Date:  2013-05-07       Impact factor: 6.526

Review 6.  Common liability to addiction and "gateway hypothesis": theoretical, empirical and evolutionary perspective.

Authors:  Michael M Vanyukov; Ralph E Tarter; Galina P Kirillova; Levent Kirisci; Maureen D Reynolds; Mary Jeanne Kreek; Kevin P Conway; Brion S Maher; William G Iacono; Laura Bierut; Michael C Neale; Duncan B Clark; Ty A Ridenour
Journal:  Drug Alcohol Depend       Date:  2012-01-18       Impact factor: 4.492

7.  Introduction to Metrics in Person Centered Medicine Research.

Authors:  Levent Kirisci; Michael Vanyukov; Juan E Mezzich
Journal:  Int J Pers Cent Med       Date:  2016

8.  Other- and Self-Directed Forms of Violence and Their Relationship With Number of Substance Use Disorder Criteria Among Youth Ages 12-17: Results From the National Survey on Drug Use and Health.

Authors:  Thomas C Harford; Chiung M Chen; Bridget F Grant
Journal:  J Stud Alcohol Drugs       Date:  2016-03       Impact factor: 2.582

9.  Substance use disorders and self- and other-directed violence among adults: Results from the National Survey on Drug Use And Health.

Authors:  Thomas C Harford; Hsiao-Ye Yi; Chiung M Chen; Bridget F Grant
Journal:  J Affect Disord       Date:  2017-08-15       Impact factor: 4.839

10.  Genetic and environmental contributions to the diversity of substances used in adolescent twins: a longitudinal study of age and sex effects.

Authors:  Jaime Derringer; Robert F Krueger; Matt McGue; William G Iacono
Journal:  Addiction       Date:  2008-10       Impact factor: 6.526

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