The Role of Talker Variability in Nonnative Phonetic Learning: A Systematic Review and Meta-Analysis.

Purpose: High-variability phonetic training (HVPT) has been found to be effective on adult second language (L2) learning, but results are mixed in regards to the benefit of multiple talkers over single talker. This study provides a systematic review with meta-analysis to investigate the talker varia...

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Publicado en:Journal of Speech, Language & Hearing Research Vol. 64; no. 12; pp. 4802 - 4826
Autores principales: Xiaojuan Zhang, Bing Cheng, Yang Zhang
Formato: Artículo
Publicado: American Speech-Language-Hearing Association Dec2021
Materias:
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-21-00181
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        atl: The Role of Talker Variability in Nonnative Phonetic Learning: A Systematic Review and Meta-Analysis.
      aug:
        au:
          Xiaojuan Zhang
          Bing Cheng
          Yang Zhang
        affil:
          English Department & Language and Cognitive Neuroscience Lab, School of Foreign Studies, Xi'an Jiaotong University, China
          Department of Speech-Language-Hearing Sciences and Center for Neurobehavioral Development, University of Minnesota, Twin Cities, Minneapolis
      su:
        Phonetics
        Second language acquisition
        Adults
        Speech perception
        Phonological awareness
        Meta-analysis
        Systematic reviews
        Health outcome assessment
        Quality assurance
        Descriptive statistics
        Research funding
        MEDLINE
        ERIC (Information retrieval system)
      sug:
        subj:
          Phonetics
          Second language acquisition
          Adults
          Speech perception
          Phonological awareness
          Meta-analysis
          Systematic reviews
          Health outcome assessment
          Quality assurance
          Descriptive statistics
          Research funding
          MEDLINE
          ERIC (Information retrieval system)
      ab: Purpose: High-variability phonetic training (HVPT) has been found to be effective on adult second language (L2) learning, but results are mixed in regards to the benefit of multiple talkers over single talker. This study provides a systematic review with meta-analysis to investigate the talker variability effect in nonnative phonetic learning and the factors moderating the effect. Method: We collected studies with keyword search in major academic databases including EBSCO, ERIC, MEDLINE, ProQuest Dissertations & Theses, Elsevier, Scopus, Wiley Online Library, and Web of Science. We identified potential participant-, training-, and study-related moderators and conducted a random-effects model meta-analysis for each individual variable. Results: On the basis of 18 studies with a total of 549 participants, we obtained a small-level summary effect size (Hedges' g = 0.46, 95% confidence interval [CI; 0.08, 0.84]) for the immediate training outcomes, which was greatly reduced (g = -0.04, 95% CI [-0.46, 0.37]) after removal of outliers and correction for publication bias, whereas the effect size for immediate perceptual gains was nearly medium (g = 0.56, 95% CI [0.13, 1.00]) compared with the nonsignificant production gains. Critically, the summary effect sizes for generalizations to new talkers (g = 0.72, 95% CI [0.15, 1.29]) and for long-term retention (g = 1.09, 95% CI [0.39, 1.78]) were large. Moreover, the training program length and the talker presentation format were found to potentially moderate the immediate perceptual gains and generalization outcomes. Conclusions: Our study presents the first meta-analysis on the role of talker variability in nonnative phonetic training, which demonstrates the heterogeneity and limitations of research on this topic. The results highlight the need for further investigation of the influential factors and underlying mechanisms for the presence or absence of talker variability effects. Supplemental Material: https://doi.org/10.23641/asha.16959388
      pubtype: Academic Journal
      doctype: Article
      src: R
    language: English
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