Validation of an Acoustic-Based Framework of Speech Motor Control: Assessing Criterion and Construct Validity Using Kinematic and Perceptual Measures.

Purpose: This study investigated the criterion (analytical and clinical) and construct (divergent) validity of a novel, acoustic-based framework composed of five key components of motor control: Coordination, Consistency, Speed, Precision, and Rate. Method: Acoustic and kinematic analyses were perfo...

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Publicado en:Journal of Speech, Language & Hearing Research Vol. 64; no. 12; pp. 4736 - 4754
Autores principales: Rowe, Hannah P., Stipancic, Kaila L., Lammert, Adam C., Green, Jordan R.
Formato: Artículo
Publicado: American Speech-Language-Hearing Association Dec2021
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Acceso en línea:Ver este registro en EBSCOhost
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      dt: Dec2021
      vid: 64
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      pub: American Speech-Language-Hearing Association
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        10.1044/2021_JSLHR-21-00201
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        atl: Validation of an Acoustic-Based Framework of Speech Motor Control: Assessing Criterion and Construct Validity Using Kinematic and Perceptual Measures.
      aug:
        au:
          Rowe, Hannah P.
          Stipancic, Kaila L.
          Lammert, Adam C.
          Green, Jordan R.
        affil:
          MGH Institute of Health Professions, Boston, MA
          Department of Communicative Disorders and Sciences, The State University of New York at Buffalo
          Department of Biomedical Engineering, Worcester Polytechnic Institute, MA
      su:
        Task performance
        Comparative grammar
        Sex distribution
        Motor ability
        Acoustics
        Verbal behavior testing
        Motor ability testing
        Test validity
        Human kinematics
        Amyotrophic lateral sclerosis
        Speech perception
        Statistics
        Computer software
        Physiological aspects of speech
        Research evaluation
        Research methodology
        Multitrait multimethod techniques
        Articulation disorders
        Inter-observer reliability
        T-test (Statistics)
        Research funding
        Descriptive statistics
        Motion capture (Human mechanics)
        Data analysis software
        Statistical correlation
        Data analysis
        Kinematics
        Phenotypes
      sug:
        subj:
          Task performance
          Comparative grammar
          Sex distribution
          Motor ability
          Computer and software stores
          Software publishers (except video game publishers)
          Computer and Computer Peripheral Equipment and Software Merchant Wholesalers
          Computer, computer peripheral and pre-packaged software merchant wholesalers
          Acoustics
          Verbal behavior testing
          Motor ability testing
          Test validity
          Human kinematics
          Amyotrophic lateral sclerosis
          Speech perception
          Statistics
          Computer software
          Physiological aspects of speech
          Research evaluation
          Research methodology
          Multitrait multimethod techniques
          Articulation disorders
          Inter-observer reliability
          T-test (Statistics)
          Research funding
          Descriptive statistics
          Motion capture (Human mechanics)
          Data analysis software
          Statistical correlation
          Data analysis
          Kinematics
          Phenotypes
      ab: Purpose: This study investigated the criterion (analytical and clinical) and construct (divergent) validity of a novel, acoustic-based framework composed of five key components of motor control: Coordination, Consistency, Speed, Precision, and Rate. Method: Acoustic and kinematic analyses were performed on audio recordings from 22 subjects with amyotrophic lateral sclerosis during a sequential motion rate task. Perceptual analyses were completed by two licensed speechlanguage pathologists, who rated each subject's speech on the five framework components and their overall severity. Analytical and clinical validity were assessed by comparing performance on the acoustic features to their kinematic correlates and to clinician ratings of the five components, respectively. Divergent validity of the acoustic-based framework was then assessed by comparing performance on each pair of acoustic features to determine whether the features represent distinct articulatory constructs. Bivariate correlations and partial correlations with severity as a covariate were conducted for each comparison. Results: Results revealed moderate-to-strong analytical validity for every acoustic feature, both with and without controlling for severity, and moderate-to-strong clinical validity for all acoustic features except Coordination, without controlling for severity. When severity was included as a covariate, the strong associations for Speed and Precision became weak. Divergent validity was supported by weak-to-moderate pairwise associations between all acoustic features except Speed (second-formant [F2] slope of consonant transition) and Precision (between-consonant variability in F2 slope). Conclusions: This study demonstrated that the acoustic-based framework has potential as an objective, valid, and clinically useful tool for profiling articulatory deficits in individuals with speech motor disorders. The findings also suggest that compared to clinician ratings, instrumental measures are more sensitive to subtle differences in articulatory function. With further research, this framework could provide more accurate and reliable characterizations of articulatory impairment, which may eventually increase clinical confidence in the diagnosis and treatment of patients with different articulatory phenotypes.
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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