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Influence pathways of noise exposure on people's negative emotions and health across different activity contexts

A neural network-based double machine learning approach

Bibliographic Data

ID6426736
AuthorsDaming Lu (0009-0004-6791-4752, Chinese University of Hong Kong), Mei-Po Kwan (0000-0001-8602-9258, Chinese University of Hong Kong)
Year2025
Volume93
Pages103455-103455
Publication date2025-04-01
Open AccessYes
TypeARTICLE
VenueHealth & Place (JOURNAL)
Journal identifiersISSN: 1353-8292 • E-ISSN: 1873-2054
PublisherElsevier BV (PUBLISHER)
DOI10.1016/j.healthplace.2025.103455
PMID40163964
OpenAlexW4409021470
LanguageEN
Citations received6
References cited26

Artificial neural network · Noise (video · Computer Science · Hearing Loss and Rehabilitation · Noise Effects and Management · Psychology · Vehicle Noise and Vibration Control · Artificial Intelligence

  • Spatial and temporal nonstationarity in the association between noise levels and perceived noise annoyance during work across groups with different chronotypes and levels of social jetlag

    Open Access•Jiangyu Song, Mei-Po Kwan et al.•Health & Place•2026

  • The interplay between actual and perceived air pollution, physical activity, and stress across mobility-based geographic contexts

    Open Access•Zhenchuan Yang, Mei-Po Kwan•Social Science & Medicine•2026

  • Environmental noise, air pollution, and momentary stress

    Open Access•Wanying Song, Mei-Po Kwan•Social Science & Medicine•2026

  • Assessing Annoyance and Sleep Disturbance Related to Changing Aircraft Noise Context

    Open Access•Thu Lan Nguyen, Tran Thi Hong Nhung Nguyen et al.•International Journal of…•2025

  • Exploring the influencing factors of noise complaints in New York City based on an interpretable machine learning model

    Open Access•Liuyi Song, An Zhang et al.•Environmental Impact Assessment…•2026

  • Revisiting the Impact of the Built Environment on Noise Exposure

    Open Access•Daming Lu, Mei-Po Kwan•Annals of the American…•2026

  • Aircraft and road traffic noise and children's cognition and health

    Open Access•SA Stansfeld, Birgitta Berglund et al.•The Lancet•2005

  • Machine-based understanding of noise perception in urban environments using mobility-based sensing data

    Open Access•Liuyi Song, Dong Liu et al.•Computers Environment and Urban…•2024

  • Understanding noise exposure, noise annoyance, and psychological stress

    Open Access•Yinhua Tao, Yanwei Chai et al.•Applied Geography•2020

  • Emotion, Social Relationships, and Physical Health

    Timothy W Smith, Karen L Weihs et al.•Psychosomatic Medicine•2019

  • The Neighborhood Effect Averaging Problem (Neap)

    Open Access•Mei-Po Kwan•International Journal of…•2018

  • Perceiving noise in daily life

    Open Access•Jiannan Cai, Mei-Po Kwan et al.•Health & Place•2023

  • Nonstationary relationships among individuals’ concurrent exposures to noise, air pollution and greenspace

    Open Access•Zihan Kan, Mei-Po Kwan et al.•Health & Place•2023

  • Understanding the relationships among individual-based momentary measured noise, perceived noise, and psychological stress

    Open Access•Lu Kou, Yinhua Tao et al.•Health & Place•2020

  • Measuring emergency medical service (EMS) accessibility with the effect of city dynamics in a 100-year pluvial flood scenario

    Open Access•Mengya Li, Mei-Po Kwan et al.•Cities•2021

  • Living with urban sounds

    Open Access•Lu Kou, Lirong Kou et al.•Geoforum•2021

  • Emotional states and physical health

    Peter Salovey, Alexander J Rothman et al.•American Psychologist•2000

  • The Uncertain Geographic Context Problem

    Mei-Po Kwan•Annals of the Association of…•2012

Citations per year6
Citation span2025 - 2026 (2)
Highly citedNo

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