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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

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          Abstract

          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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          Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives

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            Autism Diagnostic Interview-Revised: A revised version of a diagnostic interview for caregivers of individuals with possible pervasive developmental disorders

            Describes the Autism Diagnostic Interview-Revised (ADI-R), a revision of the Autism Diagnostic Interview, a semistructured, investigator-based interview for caregivers of children and adults for whom autism or pervasive developmental disorders is a possible diagnosis. The revised interview has been reorganized, shortened, modified to be appropriate for children with mental ages from about 18 months into adulthood and linked to ICD-10 and DSM-IV criteria. Psychometric data are presented for a sample of preschool children.
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              Nonparametric estimation of Shannon’s index of diversity when there are unseen species in sample

              Journal of Autism and Developmental Disorders, 30(3), 205-223
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                Author and article information

                Contributors
                Journal
                Front Psychol
                Front Psychol
                Front. Psychol.
                Frontiers in Psychology
                Frontiers Media S.A.
                1664-1078
                29 July 2022
                2022
                : 13
                : 927847
                Affiliations
                [1] 1Department of Psychiatry and Behavioral Sciences, Weill Institute for Neurosciences, University of California, San Francisco , San Francisco, CA, United States
                [2] 2Feinberg School of Medicine, Northwestern University , Chicago, IL, United States
                [3] 3Neurodevelopmental and Behavioral Phenotyping Service, National Institute of Mental Health , Bethesda, MD, United States
                [4] 4Department of Pediatrics, University of Minnesota , Minneapolis, MN, United States
                [5] 5Masonic Institute for the Developing Brain, University of Minnesota , Minneapolis, MN, United States
                [6] 6Center for Autism and the Developing Brain, Weill Cornell Medical College , White Plains, NY, United States
                [7] 7Offord Centre for Child Studies, McMaster University , Hamilton, ON, Canada
                [8] 8UCLA Semel Institute for Neuroscience & Human Behavior, Center for Autism Research and Treatment, David Geffen School of Medicine, University of California, Los Angeles , Los Angeles, CA, United States
                [9] 9Thompson Center for Autism and Neurodevelopmental Disorders, University of Missouri , Columbia, MO, United States
                [10] 10Department of Health Psychology, University of Missouri , Columbia, MO, United States
                [11] 11Department of Psychology, University of South Carolina , Columbia, SC, United States
                Author notes

                Edited by: Lénia Carvalhais, Infante D. Henrique Portucalense University, Portugal

                Reviewed by: Zachary J. Williams, Vanderbilt University, United States; Courtney Venker, Michigan State University, United States; Meagan Talbott, University of California, Davis, United States

                *Correspondence: Shuting Zheng, shuting.zheng@ 123456ucsf.edu

                This article was submitted to Language Sciences, a section of the journal Frontiers in Psychology

                Article
                10.3389/fpsyg.2022.927847
                9372407
                35967726
                7af56d05-d58a-41f7-a585-52ece4e892ff
                Copyright © 2022 Zheng, Kaat, Farmer, Thurm, Burrows, Kanne, Georgiades, Esler, Lord, Takahashi, Nowell, Will, Roberts and Bishop.

                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.

                History
                : 25 April 2022
                : 11 July 2022
                Page count
                Figures: 2, Tables: 5, Equations: 1, References: 60, Pages: 12, Words: 8455
                Funding
                Funded by: Eunice Kennedy Shriver National Institute of Child Health and Human Development, doi 10.13039/100009633;
                Award ID: R01HD093012
                Categories
                Psychology
                Original Research

                Clinical Psychology & Psychiatry
                autism symptoms,measurement invariance,language level,nonverbal mental age,ados

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