Literature DB >> 30481827

Data-Driven Classification of Dysarthria Profiles in Children With Cerebral Palsy.

Kristen M Allison1,2, Katherine C Hustad1,2.   

Abstract

Purpose: The objectives of this study were to examine different speech profiles among children with dysarthria secondary to cerebral palsy (CP) and to characterize the effect of different speech profiles on intelligibility. Method: Twenty 5-year-old children with dysarthria secondary to CP and 20 typically developing children were included in this study. Six acoustic and perceptual speech measures were selected to quantify a range of segmental and suprasegmental speech characteristics and were measured from children's sentence productions. Hierarchical cluster analysis was used to identify naturally occurring subgroups of children who had similar profiles of speech features.
Results: Results revealed 4 naturally occurring speech clusters among children: 1 cluster of children with typical development and 3 clusters of children with dysarthria secondary to CP. Two of the 3 dysarthria clusters had statistically equivalent intelligibility levels but significantly differed in articulation rate and degree of hypernasality.
Conclusion: This study provides initial evidence that different speech profiles exist among 5-year-old children with dysarthria secondary to CP, even among children with similar intelligibility levels, suggesting the potential for developing a pediatric dysarthria classification system that could be used to stratify children with dysarthria into meaningful subgroups for studying speech motor development and efficacy of interventions.

Entities:  

Mesh:

Year:  2018        PMID: 30481827      PMCID: PMC6440310          DOI: 10.1044/2018_JSLHR-S-17-0356

Source DB:  PubMed          Journal:  J Speech Lang Hear Res        ISSN: 1092-4388            Impact factor:   2.297


  70 in total

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Authors:  Theresa Schölderle; Anja Staiger; Renée Lampe; Katrin Strecker; Wolfram Ziegler
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Authors:  Y C Tsao; G Weismer
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8.  Range and Precision of Formant Movement in Pediatric Dysarthria.

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7.  Speech Development Between 30 and 119 Months in Typical Children II: Articulation Rate Growth Curves.

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9.  Longitudinal change in speech classification between 4 and 10 years in children with cerebral palsy.

Authors:  Helen L Long; Tristan J Mahr; Phoebe Natzke; Paul J Rathouz; Katherine C Hustad
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10.  Consonantal Landmarks as Predictors of Dysarthria among English-Speaking Adults with Cerebral Palsy.

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