ArticleJournal of child psychology and psychiatry, and allied disciplines2018
Structural hierarchy of autism spectrum disorder symptoms: an integrative framework.
Article in Journal of child psychology and psychiatry, and allied disciplines, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 8 papers.
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Who cites it
8 citing papers in PubMed.
- Is There a Core Deficit in Autism Spectrum Disorder? An Analysis of CPEP-3 Assessment Data from 543 Children With Autism.Journal of autism and developmental disorders · 2026Article
- Stem Cell Therapy and Models for Autism Spectrum Disorder: Insights and Research.Current neuropharmacology · 2026Review
- Where do neurodevelopmental conditions fit in transdiagnostic psychiatric frameworks? Incorporating a new neurodevelopmental spectrum.World psychiatry : official journal of the World Psychiatric Association (WPA) · 2024Article
- Integrating "Lumpers" versus "Splitters" Perspectives: Toward a Hierarchical Dimensional Taxonomy of Eating Disorders from Clinician Ratings.Clinical psychological science : a journal of the Association for Psychological Science · 2024Article
- More than the sum of its parts: Merging network psychometrics and network neuroscience with application in autism.Network neuroscience (Cambridge, Mass.) · 2022Article
- Dimensions of Autistic Traits Rated by Parents of Children and Adolescents with Suspected Autism Spectrum Disorders.Journal of autism and developmental disorders · 2021Article
- Quantifying the Optimal Structure of the Autism Phenotype: A Comprehensive Comparison of Dimensional, Categorical, and Hybrid Models.Journal of the American Academy of Child and Adolescent Psychiatry · 2019Article
- Neuroinflammation in preterm babies and autism spectrum disorders.Pediatric research · 2019Review
Corrections and comments
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Authors and funding
6 authors.
Funding
Abstract
backgroundIn an attempt to resolve questions regarding the symptom classification of autism spectrum disorder (ASD), previous research generally aimed to demonstrate superiority of one model over another. Rather than adjudicating which model may be optimal, we propose an alternative approach that integrates competing models using Goldberg's bass-ackwards method, providing a comprehensive understanding of the underlying symptom structure of ASD.
methodsThe study sample comprised 3,825 individuals, consecutive referrals to a university hospital developmental disabilities specialty clinic or a child psychiatry outpatient clinic. This study analyzed DSM-IV-referenced ASD symptom statements from parent and teacher versions of the Child and Adolescent Symptom Inventory-4R. A series of exploratory structural equation models was conducted in order to produce interpretable latent factors that account for multivariate covariance.
resultsResults indicated that ASD symptoms were structured into an interpretable hierarchy across multiple informants. This hierarchy includes five levels; key features of ASD bifurcate into different constructs with increasing specificity.
conclusionsThis is the first study to examine an underlying structural hierarchy of ASD symptomatology using the bass-ackwards method. This hierarchy demonstrates how core features of ASD relate at differing levels of resolution, providing a model for conceptualizing ASD heterogeneity and a structure for integrating divergent theories of cognitive processes and behavioral features that define the disorder. These findings suggest that a more coherent and complete understanding of the structure of ASD symptoms may be reflected in a metastructure rather than at one level of resolution.
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