The impact of black carbon (BC) on mode-specific galvanic skin response (GSR) as a measure of stress in urban environments.
Active travel
Air pollution
Built environment
Causal inference
Stress
Urban planning
Journal
Environmental research
ISSN: 1096-0953
Titre abrégé: Environ Res
Pays: Netherlands
ID NLM: 0147621
Informations de publication
Date de publication:
11 2022
11 2022
Historique:
received:
24
06
2022
revised:
04
08
2022
accepted:
05
08
2022
pubmed:
23
8
2022
medline:
15
9
2022
entrez:
22
8
2022
Statut:
ppublish
Résumé
Previous research has shown that walking and cycling could help alleviate stress in cities, however there is poor knowledge on how specific microenvironmental conditions encountered during daily journeys may lead to varying degrees of stress experienced at that moment. We use objectively measured data and a robust causal inference framework to address this gap. Using a Bayesian Doubly Robust (BDR) approach, we find that black carbon exposure statistically significantly increases stress, as measured by Galvanic Skin Response (GSR), while cycling and while walking. Augmented Outcome Regression (AOR) models indicate that greenspace exposure and the presence of walking or cycling infrastructure could reduce stress. None of these effects are statistically significant for people in motorized transport. These findings add to a growing evidence-base on health benefits of policies aimed at decreasing air pollution, improving active travel infrastructure and increasing greenspace in cities.
Identifiants
pubmed: 35995220
pii: S0013-9351(22)01410-4
doi: 10.1016/j.envres.2022.114083
pii:
doi:
Substances chimiques
Soot
0
Carbon
7440-44-0
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
114083Subventions
Organisme : Medical Research Council
ID : MR/S019669/1
Pays : United Kingdom
Informations de copyright
Copyright © 2022 The Authors. Published by Elsevier Inc. All rights reserved.
Déclaration de conflit d'intérêts
Declaration of competing interest The authors declare that they have no known competing financial interests or personal relationships that could have appeared to influence the work reported in this paper.