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DOI 10.64898/2026.09.21.26363560

Медицинская библиотека · medRxiv : the preprint server for health sciences · 2026

Beyond Words: Natural Language Sampling of Lexical and Non-Word Vocalizations in Preschool Children with Autism, Down Syndrome, and Fragile X Syndrome.

Adekogbe Anna, Tran Antuan, Miller Gabriela, Norberg Margaret, Monk Alexis, Chanda Tanisha, Hou Xinran, Palowski Katherine, Baumer Nicole, Johnson Kristina T, Wilkinson Carol

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Аннотация

PURPOSE: This study examined whether word-based and non-word natural language sampling (NLS) measures complement standardized language scores in characterizing expressive communication among preschool children with autism with language impairment (AUT-LI), Down syndrome (DS), and fragile X syndrome (FXS).

METHOD: Participants included 82 preschool children with AUT-LI ( n = 32), DS ( n = 34), or FXS ( n = 16). Expressive communication was characterized using the Preschool Language Scales and 10-minute natural language samples collected during a standardized play-based protocol. NLS measures included traditional word-based metrics, such as lexical diversity, intelligibility, and word approximations, as well as tiered non-word vocalization measures, including non-speech, single-phoneme, and multi-phoneme vocalizations. Analyses examined age associations, diagnostic group differences, between group differences in variability, and exploratory communication profiles derived using principal component analysis and partitioning around medoids clustering.

RESULTS

Diagnostic groups did not significantly differ on standardized expressive language scores. Children with FXS showed higher performance than the AUT-LI and DS groups on several word-based NLS measures, whereas non-word vocalization measures primarily revealed differences in within-group variability. Word-based NLS measures were consistently associated with standardized expressive language skills, while associations for non-word vocalizations varied by vocalizations type. Cluster-validity indices factored a two-cluster solution. A hypothesis-informed three cluster solution that included non-word vocalizations suggested Higher Language, Lower Output, and High Output-Low Structure profiles.

CONCLUSIONS

Standardized and NLS measures provide complementary descriptions of expressive communication in children with neurodevelopmental disorders. Non-word vocalization coding may be especially useful for describing clinical meaningful variation among children with limited expressive language.

Для цитирования: Adekogbe Anna, Tran Antuan, Miller Gabriela, Norberg Margaret, Monk Alexis, Chanda Tanisha, Hou Xinran, Palowski Katherine, Baumer Nicole, Johnson Kristina T, Wilkinson Carol. Beyond Words: Natural Language Sampling of Lexical and Non-Word Vocalizations in Preschool Children with Autism, Down Syndrome, and Fragile X Syndrome.. medRxiv : the preprint server for health sciences. 2026. DOI: 10.64898/2026.09.21.26363560.
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