Literature DB >> 33387237

Testing the Latent Structure of the Autism Spectrum Quotient in a Sub-clinical Sample of University Students Using Factor Mixture Modelling.

Craig Leth-Steensen1, Elena Gallitto2, Kojo Mintah3, Shelley Elizabeth Parlow4.   

Abstract

In the present study, factor mixture models (FMMs) were used to examine the latent structure underlying the Autism-Spectrum Quotient (AQ) among a sample of 633 undergraduate students. FMM represents a combination of latent-class, person-centered approaches and common-factor, variable-centered approaches to modeling population heterogeneity. Findings suggest the presence of either two or six latent classes with distinct profiles across the set of 50 AQ items. In addition, within each class, individuals can be further differentiated according to their scores on five latent factors. These results suggest the presence of phenotypical heterogeneity at the sub-clinical level in addition to that which is known to exist at the clinical level.

Entities:  

Keywords:  Autism-spectrum quotient; Autistic traits; Factor mixture models; Latent class analysis; Sub-clinical population

Year:  2021        PMID: 33387237     DOI: 10.1007/s10803-020-04823-7

Source DB:  PubMed          Journal:  J Autism Dev Disord        ISSN: 0162-3257


  13 in total

1.  Identifying careless responses in survey data.

Authors:  Adam W Meade; S Bartholomew Craig
Journal:  Psychol Methods       Date:  2012-04-16

Review 2.  Latent variable mixture modeling in psychiatric research--a review and application.

Authors:  J Miettunen; T Nordström; M Kaakinen; A O Ahmed
Journal:  Psychol Med       Date:  2015-11-03       Impact factor: 7.723

3.  Investigating population heterogeneity with factor mixture models.

Authors:  Gitta H Lubke; Bengt Muthén
Journal:  Psychol Methods       Date:  2005-03

4.  The broad autism phenotype questionnaire.

Authors:  Robert S E Hurley; Molly Losh; Morgan Parlier; J Steven Reznick; Joseph Piven
Journal:  J Autism Dev Disord       Date:  2006-12-05

5.  Exploring the quantitative nature of empathy, systemising and autistic traits using factor mixture modelling.

Authors:  Rachel Grove; Andrew Baillie; Carrie Allison; Simon Baron-Cohen; Rosa A Hoekstra
Journal:  Br J Psychiatry       Date:  2015-09-17       Impact factor: 9.319

6.  Further evidence on the factorial structure of the Autism Spectrum Quotient (AQ) for adults with and without a clinical diagnosis of autism.

Authors:  Winnie Yu Pow Lau; Adrian B Kelly; Candida Clifford Peterson
Journal:  J Autism Dev Disord       Date:  2013-12

7.  The Network Structure of Irritability and Aggression in Individuals with Autism Spectrum Disorder.

Authors:  Tomoya Hirota; Marie Deserno; Eoin McElroy
Journal:  J Autism Dev Disord       Date:  2020-04

8.  The autism-spectrum quotient (AQ): evidence from Asperger syndrome/high-functioning autism, males and females, scientists and mathematicians.

Authors:  S Baron-Cohen; S Wheelwright; R Skinner; J Martin; E Clubley
Journal:  J Autism Dev Disord       Date:  2001-02

9.  Factor structure, reliability and criterion validity of the Autism-Spectrum Quotient (AQ): a study in Dutch population and patient groups.

Authors:  Rosa A Hoekstra; Meike Bartels; Danielle C Cath; Dorret I Boomsma
Journal:  J Autism Dev Disord       Date:  2008-02-27

10.  The Latent Structure of Autistic Traits: A Taxometric, Latent Class and Latent Profile Analysis of the Adult Autism Spectrum Quotient.

Authors:  Richard J E James; Indu Dubey; Danielle Smith; Danielle Ropar; Richard J Tunney
Journal:  J Autism Dev Disord       Date:  2016-12
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