Literature DB >> 9695447

Latent class and factor analysis of DSM-IV ADHD: a twin study of female adolescents.

J J Hudziak1, A C Heath, P F Madden, W Reich, K K Bucholz, W Slutske, L J Bierut, R J Neuman, R D Todd.   

Abstract

OBJECTIVE: In an attempt to validate the current DSM-IV criteria for attention-deficit/hyperactivity disorder (ADHD) in females and to determine whether symptoms are continuously distributed or categorically discrete, the authors performed factor and latent class analysis on ADHD symptom data from a large general population of adolescent female twins (1,629 pairs).
METHOD: A structured diagnostic assessment of DSM-IV ADHD was completed with at least one parent of 1,629 pairs by telephone. ADHD symptoms from 1,549 pairs were subjected to latent class and factor analysis.
RESULTS: Latent class and factor analyses were consistent with the presence of separate continuous domains of inattention (ATT), hyperactivity-impulsivity (H-I), and combined ATT with H-I problems. Severe latent classes corresponding to the predominantly inattentive, predominantly hyperactive-impulsive, and combined types were identified with lifetime prevalence estimates of 4.0%, 2.2%, and 3.7%, respectively. Membership in the severe ATT class predicted academic problems, family problems, and referral to health care providers. Membership in the H-I and combined classes also predicted impaired social relationships.
CONCLUSIONS: These results suggest that DSM-IV ADHD subtypes can be thought of as existing on separate continua of inattention, hyperactivity-impulsivity, and combined type problems. Membership in any of there severe ADHD latent classes did not preclude academic excellence, but it was associated with different types of impairment and health care-seeking behavior. These data have implications in the areas of diagnosis, classification, treatment, and research.

Entities:  

Mesh:

Year:  1998        PMID: 9695447     DOI: 10.1097/00004583-199808000-00015

Source DB:  PubMed          Journal:  J Am Acad Child Adolesc Psychiatry        ISSN: 0890-8567            Impact factor:   8.829


  56 in total

Review 1.  Hyperactivity in children: a focus on genetic research and psychological theories.

Authors:  J Kuntsi; J Stevenson
Journal:  Clin Child Fam Psychol Rev       Date:  2000-03

2.  Etiology of inattention and hyperactivity/impulsivity in a community sample of twins with learning difficulties.

Authors:  E G Willcutt; B F Pennington; J C DeFries
Journal:  J Abnorm Child Psychol       Date:  2000-04

3.  Does attention-deficit/hyperactivity disorder have a dimensional latent structure? A taxometric analysis.

Authors:  David K Marcus; Tammy D Barry
Journal:  J Abnorm Psychol       Date:  2011-05

4.  Interaction of dopamine transporter (DAT1) genotype and maltreatment for ADHD: a latent class analysis.

Authors:  James J Li; Steve S Lee
Journal:  J Child Psychol Psychiatry       Date:  2012-05-31       Impact factor: 8.982

5.  No hyperactive-impulsive subtype in teacher-rated attention-deficit/hyperactivity problems.

Authors:  Pieter F A de Nijs; Robert F Ferdinand; Frank C Verhulst
Journal:  Eur Child Adolesc Psychiatry       Date:  2006-09-13       Impact factor: 4.785

6.  The worldwide prevalence of ADHD: is it an American condition?

Authors:  Stephen V Faraone; Joseph Sergeant; Christopher Gillberg; Joseph Biederman
Journal:  World Psychiatry       Date:  2003-06       Impact factor: 49.548

7.  Neurocognitive functioning in AD/HD, predominantly inattentive and combined subtypes.

Authors:  Mary V Solanto; Sharone N Gilbert; Anu Raj; John Zhu; Sabrina Pope-Boyd; Sa'brina Pope-Boyd; Brenda Stepak; Lucia Vail; Jeffrey H Newcorn
Journal:  J Abnorm Child Psychol       Date:  2007-07-14

8.  Locally dependent latent class models with covariates: an application to under-age drinking in the USA.

Authors:  Beth A Reboussin; Edward H Ip; Mark Wolfson
Journal:  J R Stat Soc Ser A Stat Soc       Date:  2008-10       Impact factor: 2.483

9.  Teachers' screening for attention deficit/hyperactivity disorder: comparing multinational samples on teacher ratings of ADHD.

Authors:  Mark L Wolraich; E Warren Lambert; Anna Baumgaertel; Santiago Garcia-Tornel; Irene D Feurer; Leonard Bickman; Melissa A Doffing
Journal:  J Abnorm Child Psychol       Date:  2003-08

10.  ADHD latent class clusters: DSM-IV subtypes and comorbidity.

Authors:  Josephine Elia; Mauricio Arcos-Burgos; Kelly L Bolton; Paul J Ambrosini; Wade Berrettini; Maximilian Muenke
Journal:  Psychiatry Res       Date:  2009-11-08       Impact factor: 3.222

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