检验哥伦比亚语音质量工具在人工耳蜗使用者中的心理测量特性

Anil K. Lalwani, Michael Chun, Tiffany P. Hwa, Alexander Chern, Likun Tian, Stephanie Y. Chen, Michael G. Stewart, Dean M. Mancuso, Ilana P. Cellum
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摘要

虽然人工耳蜗 (CI) 用户的语音识别能力在过去几十年中有所提高,但许多人仍然反映语音质量很差。目前,还没有经过验证的工具来测量语音质量。我们对哥伦比亚语音质量工具(CSQI;曾在听力正常的人中验证过;由 2 个原始语音片段和 7 个经过处理的语音片段组成,旨在突出选定的语音特征)进行了横向心理测量分析,受试者为讲英语的成年 CI 接受者(36 人)。受试者使用视觉模拟量表(VAS)对每个片段的 14 个特征进行评分:卡通/非卡通、清晰/不清晰、喜欢/不喜欢、喘气/不喘气、平滑/通透、有回声/无回声、尖锐/沙哑、舒缓/不舒缓、自然/不自然、机械/非机械、嘶哑/平滑、悦耳/不悦耳、男性/女性以及类似语音/不类似语音。主要结果测量包括有效性、可靠性和因子结构。通过项目-项目相关性分析表明,12/14 个项目与≥1 个其他保留项目相关(r ≥ 0.35,Spearman)。通过内部一致性确认了信度;使用由 Scree 图选出的两个子集进行因子分析,因子负荷≥0.4,结果表明因子 1 和因子 2 的 Cronbach alpha 系数分别为 0.89 和 0.74。CSQI在CI人群中具有很强的心理测量特性;但是,我们的研究结果支持在CI人群中使用前,从最终工具中去除Tinny/bass和男性/女性特征。CSQI 可用于人工耳蜗植入者,以调查语音处理策略的变化和不同设备的术后效果。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Examining the psychometric properties of the Columbia Speech Quality Instrument in cochlear implant users
Although speech recognition among cochlear implant (CI) users improved over the past few decades, many still report poor speech quality. Currently, there is no validated tool to measure speech quality. The objective was to examine whether a previously validated speech quality tool is applicable in the CI population using psychometric analysis.Cross-sectional psychometric analysis of the Columbia Speech Quality Instrument (CSQI; previously validated in normal-hearing individuals; consists of 2 original and 7 manipulated speech clips designed to accentuate selected speech characteristics) was performed in adult English-speaking CI recipients (N = 36). Subjects rated each clip using a visual analog scale (VAS) on 14 characteristics: cartoonish/not-cartoonish, clear/unclear, like/dislike, breathy/not-breathy, smooth/rough, echo-y/not-echo-y, tinny/bassy, soothing/not-soothing, natural/unnatural, mechanical/not-mechanical, hoarse/smooth, pleasant/unpleasant, male/female, and speech-like/not-speech-like. Main outcome measures included validity, reliability, and factor structure.Content validity was previously confirmed during instrument design. Construct validity by item-item correlation analysis demonstrated correlation of 12/14 items with ≥1 other retained item (r ≥ 0.35, Spearman). Reliability was confirmed by internal consistency; factor analysis using two subsets selected by Scree plot and factor loading ≥0.4 demonstrated Cronbach alpha coefficients of 0.89 and 0.74 for factors 1 and 2, respectively. Tinny/bassy and male/female were the only characteristics that did not pass construct validity or internal consistency.The CSQI has strong psychometric properties in the CI population; however, our findings support removal of tinny/bass and male/female characteristics from the final instrument prior to implementation in the CI population. The CSQI can be utilized in cochlear implantees to investigate effects of changes in speech processing strategies and postoperative outcomes with different devices.
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