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全生命周期中与非严重程度焦虑和抑郁症状相关的言语声学特征的关联。

Association between acoustic speech features and non-severe levels of anxiety and depression symptoms across lifespan.

机构信息

Institute of Electronics and Informatics Engineering of Aveiro, University of Aveiro, Aveiro, Portugal.

Center of Health Technology and Services Research, University of Aveiro, Aveiro, Portugal.

出版信息

PLoS One. 2021 Apr 8;16(4):e0248842. doi: 10.1371/journal.pone.0248842. eCollection 2021.

Abstract

BACKGROUND

Several studies have investigated the acoustic effects of diagnosed anxiety and depression. Anxiety and depression are not characteristics of the typical aging process, but minimal or mild symptoms can appear and evolve with age. However, the knowledge about the association between speech and anxiety or depression is scarce for minimal/mild symptoms, typical of healthy aging. As longevity and aging are still a new phenomenon worldwide, posing also several clinical challenges, it is important to improve our understanding of non-severe mood symptoms' impact on acoustic features across lifetime. The purpose of this study was to determine if variations in acoustic measures of voice are associated with non-severe anxiety or depression symptoms in adult population across lifetime.

METHODS

Two different speech tasks (reading vowels in disyllabic words and describing a picture) were produced by 112 individuals aged 35-97. To assess anxiety and depression symptoms, the Hospital Anxiety Depression Scale (HADS) was used. The association between the segmental and suprasegmental acoustic parameters and HADS scores were analyzed using the linear multiple regression technique.

RESULTS

The number of participants with presence of anxiety or depression symptoms is low (>7: 26.8% and 10.7%, respectively) and non-severe (HADS-A: 5.4 ± 2.9 and HADS-D: 4.2 ± 2.7, respectively). Adults with higher anxiety symptoms did not present significant relationships associated with the acoustic parameters studied. Adults with increased depressive symptoms presented higher vowel duration, longer total pause duration and short total speech duration. Finally, age presented a positive and significant effect only for depressive symptoms, showing that older participants tend to have more depressive symptoms.

CONCLUSIONS

Non-severe depression symptoms can be related to some acoustic parameters and age. Depression symptoms can be explained by acoustic parameters even among individuals without severe symptom levels.

摘要

背景

已有多项研究调查了焦虑和抑郁等精神疾病对发音的影响。虽然焦虑和抑郁并不是典型衰老过程的特征,但即使是轻微的症状也可能随着年龄的增长而出现和发展。然而,对于典型的健康衰老而言,有关轻度或中度症状的言语与焦虑或抑郁之间关联的知识仍然有限。由于长寿和老龄化在全球范围内仍是一个新现象,同时也带来了许多临床挑战,因此,了解非严重情绪症状对整个生命周期中声音特征的影响非常重要。本研究旨在确定在整个生命周期中,是否存在声音的声学测量值与成人非严重焦虑或抑郁症状之间存在相关性。

方法

共有 112 名年龄在 35-97 岁的个体参与了两个不同的言语任务(朗读双音节单词中的元音和描述图片)。使用医院焦虑抑郁量表(HADS)评估焦虑和抑郁症状。采用线性多元回归技术分析分段和超段声学参数与 HADS 评分之间的关系。

结果

有焦虑或抑郁症状的参与者人数较少(>7:分别为 26.8%和 10.7%),且症状较轻(HADS-A:5.4±2.9;HADS-D:4.2±2.7)。有较高焦虑症状的成年人与所研究的声学参数之间没有显著相关关系。有抑郁症状的成年人的元音时长较长,总停顿时长较长,总言语时长较短。最后,年龄仅对抑郁症状呈正相关且有统计学意义,表明年龄较大的参与者更容易出现抑郁症状。

结论

非严重的抑郁症状可能与某些声学参数和年龄有关。即使在没有严重症状水平的个体中,也可以用声学参数来解释抑郁症状。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/1ea8/8031302/cf7fb07585ad/pone.0248842.g001.jpg

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