Investigating the effects of different levels and types of construction noise on emotions using EEG data

烦恼 噪音(视频) 脑电图 心理学 噪声影响 听力学 情感(语言学) 压力(语言学) 认知心理学 背景噪声 计算机科学 医学 沟通 人工智能 响度 电信 神经科学 图像(数学) 哲学 语言学
作者
Mostafa Mir,Farnad Nasirzadeh,Hannah Bereznicki,Peter G. Enticott,Sang Hyun Lee
出处
期刊:Building and Environment [Elsevier BV]
卷期号:225: 109619-109619 被引量:52
标识
DOI:10.1016/j.buildenv.2022.109619
摘要

Construction noise can affect human health and wellbeing through its negative effects on emotions. This study used EEG data to investigate the effects of different types and levels of construction noise on emotions. 23 participants were exposed to different types and levels of construction noise. Two different power spectral analysis, including the traditional approach and parametrizing neural power spectra, were used. The participants' responses regarding the effects of the noise conditions on their emotions in terms of annoyance and stress were also recorded using a questionnaire. To statistically analyze the data, linear mixed models analysis was employed in this study. The subjective data obtained from the questionnaires showed significant effects of the noise on the annoyance and stress perceived by the participants. The analysis of the EEG data also showed significant effects of different types and levels of construction noise on the brain signals. We found that different noise types and levels had significant effects on overall brain signal amplitude. The frontal lobe analysis results revealed that saw and jackhammer had the most negative emotional effects. The temporal lobe reacted differently to the noise types with different acoustic characteristics. The findings of this study will aid to identify the types and levels of construction noise with the most negative effects on human emotions. This would enable us to revisit occupational and environmental noise regulations to protect construction noise receivers against the noise levels and types with the most negative health effects.
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