TY - JOUR
T1 - From Speech Acoustics to Communicative Participation in Dysarthria
T2 - Toward a Causal Framework
AU - Borrie, Stephanie A.
AU - Wynn, Camille J.
AU - Berisha, Visar
AU - Barrett, Tyson S.
N1 - Funding Information:
This research was supported by the National Institute on Deafness and Other Communication Disorders Grants R21DC018867 and R01DC006859 awarded to Stephanie A. Borrie and Visar Berisha, respectively. The authors gratefully acknowledge Kristen Packard and Northern Utah Rehabilitation Hospital for support with data collection. They also extend their gratitude to the individuals with dysarthria who participated in this study.
Publisher Copyright:
© 2021 American Speech-Language-Hearing Association.
PY - 2022/2
Y1 - 2022/2
N2 - Purpose: We proposed and tested a causal instantiation of the World Health Organization’s International Classification of Functioning, Disability and Health (ICF) framework, linking acoustics, intelligibility, and communicative participation in the context of dysarthria. Method: Speech samples and communicative participation scores were collected from individuals with dysarthria (n = 32). Speech was analyzed for two acoustic metrics (i.e., articulatory precision and speech rate), and an objective measure of intelligibility was generated from listener transcripts. Mediation analysis was used to evaluate pathways of effect between acoustics, intelligibility, and communicative participation. Results: We observed a strong relationship between articulatory precision and intelligibility and a moderate relationship between intelligibility and communicative participation. Collectively, data supported a significant relationship between articulatory precision and communicative participation, which was almost entirely mediated through intelligibility. These relationships were not significant when speech rate was specified as the acoustic variable of interest. Conclusion: The statistical corroboration of our causal instantiation of the ICF framework with articulatory acoustics affords important support toward the development of a comprehensive causal framework to understand and, ultimately, address restricted communicative participation in dysarthria.
AB - Purpose: We proposed and tested a causal instantiation of the World Health Organization’s International Classification of Functioning, Disability and Health (ICF) framework, linking acoustics, intelligibility, and communicative participation in the context of dysarthria. Method: Speech samples and communicative participation scores were collected from individuals with dysarthria (n = 32). Speech was analyzed for two acoustic metrics (i.e., articulatory precision and speech rate), and an objective measure of intelligibility was generated from listener transcripts. Mediation analysis was used to evaluate pathways of effect between acoustics, intelligibility, and communicative participation. Results: We observed a strong relationship between articulatory precision and intelligibility and a moderate relationship between intelligibility and communicative participation. Collectively, data supported a significant relationship between articulatory precision and communicative participation, which was almost entirely mediated through intelligibility. These relationships were not significant when speech rate was specified as the acoustic variable of interest. Conclusion: The statistical corroboration of our causal instantiation of the ICF framework with articulatory acoustics affords important support toward the development of a comprehensive causal framework to understand and, ultimately, address restricted communicative participation in dysarthria.
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U2 - 10.1044/2021_jslhr-21-00306
DO - 10.1044/2021_jslhr-21-00306
M3 - Article
C2 - 34958608
AN - SCOPUS:85124443620
SN - 1092-4388
VL - 65
SP - 405
EP - 418
JO - Journal of Speech and Hearing Disorders
JF - Journal of Speech and Hearing Disorders
IS - 2
ER -