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Bias in measurement of autism symptoms by spoken language level and non-verbal mental age in minimally verbal children with neurodevelopmental disorders

Increasing numbers of children with known genetic conditions and/or intellectual disability are referred for evaluation of autism spectrum disorder (ASD), highlighting the need to refine autism symptom measures to facilitate differential diagnoses in children with cognitive and language impairments....

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Autores principales: Zheng, Shuting, Kaat, Aaron, Farmer, Cristan, Thurm, Audrey, Burrows, Catherine A., Kanne, Stephen, Georgiades, Stelios, Esler, Amy, Lord, Catherine, Takahashi, Nicole, Nowell, Kerri P., Will, Elizabeth, Roberts, Jane, Bishop, Somer L.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9372407/
https://www.ncbi.nlm.nih.gov/pubmed/35967726
http://dx.doi.org/10.3389/fpsyg.2022.927847
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author Zheng, Shuting
Kaat, Aaron
Farmer, Cristan
Thurm, Audrey
Burrows, Catherine A.
Kanne, Stephen
Georgiades, Stelios
Esler, Amy
Lord, Catherine
Takahashi, Nicole
Nowell, Kerri P.
Will, Elizabeth
Roberts, Jane
Bishop, Somer L.
author_facet Zheng, Shuting
Kaat, Aaron
Farmer, Cristan
Thurm, Audrey
Burrows, Catherine A.
Kanne, Stephen
Georgiades, Stelios
Esler, Amy
Lord, Catherine
Takahashi, Nicole
Nowell, Kerri P.
Will, Elizabeth
Roberts, Jane
Bishop, Somer L.
author_sort Zheng, Shuting
collection PubMed
description Increasing numbers of children with known genetic conditions and/or intellectual disability are referred for evaluation of autism spectrum disorder (ASD), highlighting the need to refine autism symptom measures to facilitate differential diagnoses in children with cognitive and language impairments. Previous studies have reported decreased specificity of ASD screening and diagnostic measures in children with intellectual disability. However, little is known about how cognitive and language abilities impact the measurement of specific ASD symptoms in this group. We aggregated a large sample of young children (N = 1196; aged 31–119 months) to examine measurement invariance of ASD symptoms among minimally verbal children within the context of the Autism Diagnostic Observation Schedule (ADOS) Module 1. Using confirmatory factor analysis (CFA) and moderated non-linear factor analysis (MNLFA), we examined how discrete behaviors were differentially associated with the latent symptom domains of social communication impairments (SCI) and restricted and repetitive behaviors (RRB) across spoken language levels and non-verbal mental age groupings. While the two-factor structure of SCI and RRB held consistently across language and cognitive levels, only partial invariance was observed for both ASD symptom domains of SCI and RRB. Specifically, four out of the 15 SCI items and one out of the three RRB items examined showed differential item functioning between children with “Few to No Words” and those with “Some Words”; and one SCI item and one RRB item showed differential item functioning across non-verbal mental age groups. Moreover, even after adjusting for the differential item functioning to reduce measurement bias across groups, there were still differences in ASD symptom domain scores across spoken language levels. These findings further underscore the influence of spoken language level on measurement of ASD symptoms and the importance of measuring ASD symptoms within refined spoken language levels, even among those with minimal verbal abilities.
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spelling pubmed-93724072022-08-13 Bias in measurement of autism symptoms by spoken language level and non-verbal mental age in minimally verbal children with neurodevelopmental disorders Zheng, Shuting Kaat, Aaron Farmer, Cristan Thurm, Audrey Burrows, Catherine A. Kanne, Stephen Georgiades, Stelios Esler, Amy Lord, Catherine Takahashi, Nicole Nowell, Kerri P. Will, Elizabeth Roberts, Jane Bishop, Somer L. Front Psychol Psychology Increasing numbers of children with known genetic conditions and/or intellectual disability are referred for evaluation of autism spectrum disorder (ASD), highlighting the need to refine autism symptom measures to facilitate differential diagnoses in children with cognitive and language impairments. Previous studies have reported decreased specificity of ASD screening and diagnostic measures in children with intellectual disability. However, little is known about how cognitive and language abilities impact the measurement of specific ASD symptoms in this group. We aggregated a large sample of young children (N = 1196; aged 31–119 months) to examine measurement invariance of ASD symptoms among minimally verbal children within the context of the Autism Diagnostic Observation Schedule (ADOS) Module 1. Using confirmatory factor analysis (CFA) and moderated non-linear factor analysis (MNLFA), we examined how discrete behaviors were differentially associated with the latent symptom domains of social communication impairments (SCI) and restricted and repetitive behaviors (RRB) across spoken language levels and non-verbal mental age groupings. While the two-factor structure of SCI and RRB held consistently across language and cognitive levels, only partial invariance was observed for both ASD symptom domains of SCI and RRB. Specifically, four out of the 15 SCI items and one out of the three RRB items examined showed differential item functioning between children with “Few to No Words” and those with “Some Words”; and one SCI item and one RRB item showed differential item functioning across non-verbal mental age groups. Moreover, even after adjusting for the differential item functioning to reduce measurement bias across groups, there were still differences in ASD symptom domain scores across spoken language levels. These findings further underscore the influence of spoken language level on measurement of ASD symptoms and the importance of measuring ASD symptoms within refined spoken language levels, even among those with minimal verbal abilities. Frontiers Media S.A. 2022-07-29 /pmc/articles/PMC9372407/ /pubmed/35967726 http://dx.doi.org/10.3389/fpsyg.2022.927847 Text en Copyright © 2022 Zheng, Kaat, Farmer, Thurm, Burrows, Kanne, Georgiades, Esler, Lord, Takahashi, Nowell, Will, Roberts and Bishop. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Psychology
Zheng, Shuting
Kaat, Aaron
Farmer, Cristan
Thurm, Audrey
Burrows, Catherine A.
Kanne, Stephen
Georgiades, Stelios
Esler, Amy
Lord, Catherine
Takahashi, Nicole
Nowell, Kerri P.
Will, Elizabeth
Roberts, Jane
Bishop, Somer L.
Bias in measurement of autism symptoms by spoken language level and non-verbal mental age in minimally verbal children with neurodevelopmental disorders
title Bias in measurement of autism symptoms by spoken language level and non-verbal mental age in minimally verbal children with neurodevelopmental disorders
title_full Bias in measurement of autism symptoms by spoken language level and non-verbal mental age in minimally verbal children with neurodevelopmental disorders
title_fullStr Bias in measurement of autism symptoms by spoken language level and non-verbal mental age in minimally verbal children with neurodevelopmental disorders
title_full_unstemmed Bias in measurement of autism symptoms by spoken language level and non-verbal mental age in minimally verbal children with neurodevelopmental disorders
title_short Bias in measurement of autism symptoms by spoken language level and non-verbal mental age in minimally verbal children with neurodevelopmental disorders
title_sort bias in measurement of autism symptoms by spoken language level and non-verbal mental age in minimally verbal children with neurodevelopmental disorders
topic Psychology
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9372407/
https://www.ncbi.nlm.nih.gov/pubmed/35967726
http://dx.doi.org/10.3389/fpsyg.2022.927847
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