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人工耳蜗植入者语音识别结果临床预测的准确性和变异性。

Accuracy and variability in clinical predictions of speech recognition outcomes for cochlear implant users.

作者信息

Shafiro Valeriy, Harris Michael S, Ramirez Berenice, Du Liping, Moberly Aaron C

机构信息

Department of Communication Disorders and Sciences, Rush University, Chicago, IL, USA.

Department of Otolaryngology & Communication Sciences, Medical College of Wisconsin, Milwaukee, WI, USA.

出版信息

Int J Audiol. 2025 Jul;64(7):685-694. doi: 10.1080/14992027.2025.2454439. Epub 2025 Jan 27.

Abstract

OBJECTIVES

An improvement in speech perception is a major well-documented benefit of cochlear implantation (CI), which is commonly discussed with CI candidates to set expectations. However, a large variability exists in speech perception outcomes. We evaluated the accuracy of clinical predictions of post-CI speech perception scores.

DESIGN

In an online survey, clinicians involved in CI care were asked to predict 6-month performance on AzBio sentences and CNC words for 15 anonymised CI patients based on demographic, medical, and audiological data, and preoperative speech recognition scores.

STUDY SAMPLE

Sixty-five participants (72% audiologists, 14% neurotologists, 14% speech-language pathologists, and CI researchers) provided predictions for two or more cases, and 43 provided predictions for all 15 CI cases.

RESULTS

Clinical predictions had low accuracy and high variability (i.e. median interclass correlation coefficients [ICC] 0.11-0.13). No relationship was observed between clinicians' confidence and prediction accuracy.

CONCLUSIONS

The present findings are consistent with previous research and indicate a concerning discrepancy between clinical predictions and actual speech perception outcomes for adult post-lingual CI users. Future research may explore incorporating predictions based on statistical models into speech outcome prognostication to reduce variance and improve counselling and expectations setting for individual CI candidates.

摘要

目的

言语感知能力的改善是人工耳蜗植入(CI)一项有充分文献记载的主要益处,在与人工耳蜗植入候选人讨论时通常会提及这一点,以设定预期。然而,言语感知结果存在很大差异。我们评估了人工耳蜗植入后言语感知分数临床预测的准确性。

设计

在一项在线调查中,要求参与人工耳蜗植入护理的临床医生根据人口统计学、医学和听力学数据以及术前言语识别分数,预测15名匿名人工耳蜗植入患者在AzBio句子和CNC单词方面6个月的表现。

研究样本

65名参与者(72%为听力学家,14%为神经耳科医生,14%为言语语言病理学家和人工耳蜗植入研究人员)对两个或更多病例进行了预测,43名参与者对所有15例人工耳蜗植入病例进行了预测。

结果

临床预测的准确性较低且变异性较高(即组内相关系数中位数[ICC]为0.11 - 0.13)。未观察到临床医生的信心与预测准确性之间存在关联。

结论

目前的研究结果与先前的研究一致,表明成人语后人工耳蜗植入使用者的临床预测与实际言语感知结果之间存在令人担忧的差异。未来的研究可以探索将基于统计模型的预测纳入言语结果预后评估,以减少变异性,并改善对个体人工耳蜗植入候选人的咨询和预期设定。

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