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Andrey Vyshedskiy; Rohan Venkatesh; Edward Khokhlovich; Deniz Satik – npj Science of Learning, 2024
Analysis of linguistic abilities that are concurrently impaired in individuals with language deficits allows identification of a shared underlying mechanism. If any two linguistic abilities are mediated by the same underlying mechanism, then both abilities will be absent if this mechanism is broken. Clustering techniques automatically arrange…
Descriptors: Autism Spectrum Disorders, Comprehension, Intelligibility, Language Impairments
Emily Gardiner; Anton R. Miller; Lucyna M. Lach – Journal of Developmental and Physical Disabilities, 2021
Background: Given the significant behavioral heterogeneity characterizing children with neurodevelopmental disorders and disabilities (NDD/D), the current study examined whether cluster analysis could classify a diverse sample into more homogeneous subgroups. Aims: We first utilized cluster analysis to identify subgroups of children demonstrating…
Descriptors: Intellectual Disability, Children, Neurodevelopmental Disorders, Cluster Grouping
Hall, Matthew L.; De Anda, Stephanie – Journal of Speech, Language, and Hearing Research, 2021
Purpose: The purposes of this study were (a) to introduce "language access profiles" as a viable alternative construct to "communication mode" for describing experience with language input during early childhood for deaf and hard-of-hearing (DHH) children; (b) to describe the development of a new tool for measuring DHH…
Descriptors: Deafness, Hearing Impairments, Children, Profiles
Poletti, Michele; Carretta, Elisa; Bonvicini, Laura; Giorgi-Rossi, Paolo – Journal of Learning Disabilities, 2018
The heterogeneity among children with learning disabilities still represents a barrier and a challenge in their conceptualization. Although a dimensional approach has been gaining support, the categorical approach is still the most adopted, as in the recent fifth edition of the "Diagnostic and Statistical Manual of Mental Disorders." The…
Descriptors: Cognitive Development, Cluster Grouping, Learning Disabilities, Identification