Literature DB >> 25877403

Attention-deficit/hyperactivity disorder dimensionality: the reliable 'g' and the elusive 's' dimensions.

Flávia Wagner1,2, Michelle M Martel3, Hugo Cogo-Moreira4,5, Carlos Renato Moreira Maia6,7, Pedro Mario Pan4,5, Luis Augusto Rohde6,7,4,8, Giovanni Abrahão Salum9,10,11.   

Abstract

The best structural model for attention-deficit/hyperactivity disorder (ADHD) symptoms remains a matter of debate. The objective of this study is to test the fit and factor reliability of competing models of the dimensional structure of ADHD symptoms in a sample of randomly selected and high-risk children and pre-adolescents from Brazil. Our sample comprised 2512 children aged 6-12 years from 57 schools in Brazil. The ADHD symptoms were assessed using parent report on the development and well-being assessment (DAWBA). Fit indexes from confirmatory factor analysis were used to test unidimensional, correlated, and bifactor models of ADHD, the latter including "g" ADHD and "s" symptom domain factors. Reliability of all models was measured with omega coefficients. A bifactor model with one general factor and three specific factors (inattention, hyperactivity, impulsivity) exhibited the best fit to the data, according to fit indices, as well as the most consistent factor loadings. However, based on omega reliability statistics, the specific inattention, hyperactivity, and impulsivity dimensions provided very little reliable information after accounting for the reliable general ADHD factor. Our study presents some psychometric evidence that ADHD specific ("s") factors might be unreliable after taking common ("g" factor) variance into account. These results are in accordance with the lack of longitudinal stability among subtypes, the absence of dimension-specific molecular genetic findings and non-specific effects of treatment strategies. Therefore, researchers and clinicians might most effectively rely on the "g" ADHD to characterize ADHD dimensional phenotype, based on currently available symptom items.

Entities:  

Keywords:  ADHD; Bifactor model; Confirmatory factor analysis; Hierarchical; Impulsivity

Mesh:

Year:  2015        PMID: 25877403     DOI: 10.1007/s00787-015-0709-1

Source DB:  PubMed          Journal:  Eur Child Adolesc Psychiatry        ISSN: 1018-8827            Impact factor:   4.785


  42 in total

1.  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

2.  Modeling general and specific variance in multifaceted constructs: a comparison of the bifactor model to other approaches.

Authors:  Fang Fang Chen; Adele Hayes; Charles S Carver; Jean-Philippe Laurenceau; Zugui Zhang
Journal:  J Pers       Date:  2012-02

3.  Alpha, Dimension-Free, and Model-Based Internal Consistency Reliability.

Authors:  Peter M Bentler
Journal:  Psychometrika       Date:  2009-03-01       Impact factor: 2.500

4.  Evidence for a general ADHD factor from a longitudinal general school population study.

Authors:  Sébastien Normand; David B Flora; Maggie E Toplak; Rosemary Tannock
Journal:  J Abnorm Child Psychol       Date:  2012-05

5.  Validity of the ADHD Bifactor Model in General Community Samples of Adolescents and Adults, and a Clinic-Referred Sample of Children and Adolescents.

Authors:  Rapson Gomez; Alasdair Vance; Rashika Miranjani Gomez
Journal:  J Atten Disord       Date:  2013-03-29       Impact factor: 3.256

6.  Separate and overlapping relationships of inattention and hyperactivity/impulsivity in children and adolescents with attention-deficit/hyperactivity disorder.

Authors:  Lauren C Smith; Leanne Tamm; Carroll W Hughes; Ira H Bernstein
Journal:  Atten Defic Hyperact Disord       Date:  2012-09-21

7.  The latent structure of attention deficit/hyperactivity disorder in an adult sample.

Authors:  David K Marcus; Alyssa L Norris; Emil F Coccaro
Journal:  J Psychiatr Res       Date:  2012-04-03       Impact factor: 4.791

Review 8.  Causal heterogeneity in attention-deficit/hyperactivity disorder: do we need neuropsychologically impaired subtypes?

Authors:  Joel T Nigg; Erik G Willcutt; Alysa E Doyle; Edmund J S Sonuga-Barke
Journal:  Biol Psychiatry       Date:  2005-06-01       Impact factor: 13.382

9.  The latent structure of attention-deficit/hyperactivity disorder: a taxometric analysis.

Authors:  Nick Haslam; Ben Williams; Margot Prior; Ric Haslam; Brian Graetz; Michael Sawyer
Journal:  Aust N Z J Psychiatry       Date:  2006-08       Impact factor: 5.744

10.  Having a fit: impact of number of items and distribution of data on traditional criteria for assessing IRT's unidimensionality assumption.

Authors:  Karon F Cook; Michael A Kallen; Dagmar Amtmann
Journal:  Qual Life Res       Date:  2009-03-18       Impact factor: 4.147

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  9 in total

1.  A data mining and item response mixture modeling method to retrospectively measure Diagnostic and Statistical Manual of Mental Disorders-5 attention deficit hyperactivity disorder in the 1970 British Cohort Study.

Authors:  Joanne Cotton; Sara T Baker
Journal:  Int J Methods Psychiatr Res       Date:  2018-11-06       Impact factor: 4.035

2.  Evidence for the Trait-Impulsivity Etiological Model in a Clinical Sample: Bifactor Structure and Its Relation to Impairment and Environmental Risk.

Authors:  Klaas Rodenacker; Christopher Hautmann; Anja Görtz-Dorten; Manfred Döpfner
Journal:  J Abnorm Child Psychol       Date:  2018-05

3.  Fine motor ability and psychiatric disorders in youth.

Authors:  Lorenna Sena Teixeira Mendes; Gisele Gus Manfro; Ary Gadelha; Pedro Mario Pan; Rodrigo Affonseca Bressan; Luis Augusto Rohde; Giovanni Abrahão Salum
Journal:  Eur Child Adolesc Psychiatry       Date:  2017-12-05       Impact factor: 4.785

4.  Examination of the Structure and Measurement of Inattentive, Hyperactive, and Impulsive Behaviors from Preschool to Grade 4.

Authors:  Darcey M Allan; Christopher J Lonigan
Journal:  J Abnorm Child Psychol       Date:  2019-06

5.  Early life predictors of attention deficit/hyperactivity disorder symptomatology profiles from early through middle childhood.

Authors:  Michael T Willoughby; Jason Williams; W Roger Mills-Koonce; Clancy B Blair
Journal:  Dev Psychopathol       Date:  2020-08

6.  The relationship between executive function, processing speed, and attention-deficit hyperactivity disorder in middle childhood.

Authors:  Aditi Sabhlok; Margherita Malanchini; Laura E Engelhardt; James Madole; Elliot M Tucker-Drob; Kathryn Paige Harden
Journal:  Dev Sci       Date:  2021-08-25

7.  Validity of proposed DSM-5 ADHD impulsivity symptoms in children.

Authors:  Gül Ünsel Bolat; Eyüp Sabri Ercan; Giovanni Abrahão Salum; Öznur Bilaç; Rafael Massuti; Taciser Uysal Özaslan; Hilmi Bolat; Luis Augusto Rohde
Journal:  Eur Child Adolesc Psychiatry       Date:  2016-03-15       Impact factor: 4.785

8.  Assessing Music Perception in Young Children: Evidence for and Psychometric Features of the M-Factor.

Authors:  Caio G Barros; Walter Swardfager; Sylvain Moreno; Graziela Bortz; Beatriz Ilari; Andrea P Jackowski; George Ploubidis; Todd D Little; Alexandra Lamont; Hugo Cogo-Moreira
Journal:  Front Neurosci       Date:  2017-01-24       Impact factor: 4.677

9.  Testing Measurement Invariance across Groups of Children with and without Attention-Deficit/ Hyperactivity Disorder: Applications for Word Recognition and Spelling Tasks.

Authors:  Patrícia S Lúcio; Giovanni Salum; Walter Swardfager; Jair de Jesus Mari; Pedro M Pan; Rodrigo A Bressan; Ary Gadelha; Luis A Rohde; Hugo Cogo-Moreira
Journal:  Front Psychol       Date:  2017-10-25
  9 in total

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