The Stability and Validity of Automated Indices of Vocal Development in Infants With Autistic and Non-Autistic Siblings.

Purpose: This study evaluates the extent to which automated indices of vocal development are stable and valid for predicting language in infants at increased familial likelihood for autism and/or language impairment and relatively lower likelihood infants. Method: A group of infants with autistic si...

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Publicado en:Journal of Speech, Language & Hearing Research Vol. 66; no. 12; pp. 4934 - 4949
Autores principales: Markfeld, Jennifer E., Feldman, Jacob I., Daly, Claire, Santapuram, Pooja, Bowman, Sarah M., Dunham-Carr, Kacie, Suzman, Evan, Keçeli-Kaysılı, Bahar, Woynaroski, Tiffany G.
Formato: Artículo
Publicado: American Speech-Language-Hearing Association Dec2023
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Acceso en línea:Ver este registro en EBSCOhost
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      dt: Dec2023
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      pub: American Speech-Language-Hearing Association
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        10.1044/2023_JSLHR-23-00069
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        atl: The Stability and Validity of Automated Indices of Vocal Development in Infants With Autistic and Non-Autistic Siblings.
      aug:
        au:
          Markfeld, Jennifer E.
          Feldman, Jacob I.
          Daly, Claire
          Santapuram, Pooja
          Bowman, Sarah M.
          Dunham-Carr, Kacie
          Suzman, Evan
          Keçeli-Kaysılı, Bahar
          Woynaroski, Tiffany G.
        affil:
          Department of Hearing and Speech Sciences, Vanderbilt University, Nashville, TN
          Department of Hearing and Speech Sciences, Vanderbilt University Medical Center, Nashville, TN
          Frist Center for Autism and Innovation, Vanderbilt University, Nashville, TN
          Children's Healthcare of Atlanta--Egleston Hospital, Atlanta, GA
          Vanderbilt University School of Medicine, Nashville, TN
          Department of Anesthesiology, Columbia University Irving Medical Center, New York, NY
          Department of Pediatrics, Cincinnati Children's Hospital, OH
          Vanderbilt Brain Institute, Vanderbilt University, Nashville, TN
          Neuroscience Graduate Program, Vanderbilt University, Nashville, TN
          Master's Program in Biomedical Science, Vanderbilt University, Nashville, TN
          UT Southwestern School of Medicine, Dallas, TX
          Vanderbilt Kennedy Center, Vanderbilt University Medical Center, Nashville, TN
      su:
        Language acquisition
        Psychometrics
        Autism in children
        Social classes
        Research
        Patient aftercare
        Research methodology evaluation
        Multiple regression analysis
        Comparative studies
        Questionnaires
        Descriptive statistics
        Prediction models
        Statistical correlation
        Predictive validity
      sug:
        subj:
          Language acquisition
          Psychometrics
          Autism in children
          Social classes
          Home Health Care Services
          Research
          Patient aftercare
          Research methodology evaluation
          Multiple regression analysis
          Comparative studies
          Questionnaires
          Descriptive statistics
          Prediction models
          Statistical correlation
          Predictive validity
      ab: Purpose: This study evaluates the extent to which automated indices of vocal development are stable and valid for predicting language in infants at increased familial likelihood for autism and/or language impairment and relatively lower likelihood infants. Method: A group of infants with autistic siblings (Sibs-autism; 20 infants) and a comparison group of infants with non-autistic siblings (Sibs-NA; 20 infants) wore Language ENvironment Analysis (LENA) recording devices for 16 hr on 2 days within a 1-week period. Extant software was used to derive several putative indices of vocal development from these recordings. Stability of these variables was examined across and within groups. Expressive and receptive language aggregates were calculated for each participant. Multiple regression analyses were used to (a) evaluate zero-order correlations for variables derived from LENA recordings with concurrent and future language and (b) test whether those associations were moderated by group status. Results: Both stability and validity differed by variable and group status. All variables reached acceptable stability in the Sibs-autism group within two to three observations, whereas stability of most variables was attenuated in the Sibs-NA group. No variables were associated with concurrent language in the theoretically motivated direction across groups, but two variables were strongly associated with concurrent expressive language in only the Sibs-NA group. Additionally, two variables were associated with later expressive language, though these correlations were again stronger in the Sibs-NA versus Sibs-autism group. Conclusions: Although selected automated indices of vocal development were stable in Sibs-autism and/or valid for predicting expressive language within Sibs-NA, no scores showed strong, theoretically motivated associations with language within the Sibs-autism group. Automated indices of vocal development may, thus, have limited validity or clinical utility for predicting language development in infants at elevated familial likelihood for autism. Supplemental Material: https://doi.org/10.23641/asha.24415735
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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