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瞳孔测量术中分析方法的比较:在听力受损患者听力努力评估中的应用

Comparing methods of analysis in pupillometry: application to the assessment of listening effort in hearing-impaired patients.

作者信息

Seropian Lou, Ferschneider Mathieu, Cholvy Fanny, Micheyl Christophe, Bidet-Caulet Aurélie, Moulin Annie

机构信息

Lyon Neuroscience Research Center (CRNL), INSERM U1028, CNRS UMR 5292, Université Claude Bernard Lyon 1, Université de Lyon, Lyon, France.

Audition Conseil, Lyon, France.

出版信息

Heliyon. 2022 Jun 3;8(6):e09631. doi: 10.1016/j.heliyon.2022.e09631. eCollection 2022 Jun.

Abstract

Numerous studies showed that task-evoked pupil dilation is an objective marker of cognitive activity and listening effort. However, these studies differ in their experimental and analysis methods. Whereas most studies focus on a single method, the present study sought to compare different pupil-dilation data analysis methods, including different normalization techniques, baseline periods, and baseline durations, in order to assess their influence on the outcomes of pupillometry results obtained in an auditory task. To that purpose, we used pupillometry data recorded in response to words in noise in hearing-impaired individuals. The start-time of the baseline relative to stimulus timing turned out to have a significant influence on conclusions. In particular, a significant interaction in the effects of signal-to-noise ratio and hearing-aid use on pupil dilation was observed when the baseline period used started early relative to the word-an effect likely related to anticipatory, pre-stimulus cognitive processes, such as attention mobilization. This was the case even with only correct-response trials included in analyses, so that any confounding effect of performance in the word-repetition task was eliminated. Different normalization methods and baseline durations showed similar results, however the use of z-score transformation homogenized variability across conditions without affecting the qualitative aspect of the results. The consistency of results regardless of normalization methods, and the fact that differences in pupil dilation and subjective measures of listening effort could be observed despite perfect performance in the task, underlines the relevance of pupillometry as an objective measure of listening effort.

摘要

大量研究表明,任务诱发的瞳孔扩张是认知活动和听力努力的客观指标。然而,这些研究在实验和分析方法上存在差异。大多数研究只关注单一方法,而本研究旨在比较不同的瞳孔扩张数据分析方法,包括不同的归一化技术、基线期和基线持续时间,以评估它们对听觉任务中瞳孔测量结果的影响。为此,我们使用了听力受损个体在噪声环境中对单词做出反应时记录的瞳孔测量数据。结果发现,基线相对于刺激时间的起始时间对结论有显著影响。特别是,当使用的基线期相对于单词开始得较早时,观察到信噪比和助听器使用对瞳孔扩张的影响存在显著交互作用——这种影响可能与预期的、刺激前的认知过程有关,比如注意力调动。即使分析中只包括正确反应试验,情况也是如此,这样就消除了单词重复任务中表现的任何混杂效应。不同的归一化方法和基线持续时间显示出相似的结果,然而,使用z分数变换使不同条件下的变异性均匀化,而不影响结果的定性方面。无论归一化方法如何,结果都具有一致性,并且尽管在任务中表现完美,但仍能观察到瞳孔扩张和听力努力主观测量之间的差异,这突出了瞳孔测量作为听力努力客观测量方法的相关性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/9b9b/9207619/1b7fbc55b92e/gr1.jpg

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