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Air Pollution Impairs Subjective Happiness by Damaging Their Health
Background: The impact of air pollution on residents’ happiness remains unclear and the underlying mechanism remains unknown. We aimed to examine the direct effect of air pollution on residents’ happiness and indirect effect through mediating their health. Methods: Based on the 2017 China Comprehens...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8507867/ https://www.ncbi.nlm.nih.gov/pubmed/34639620 http://dx.doi.org/10.3390/ijerph181910319 |
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author | Liu, Yu Zhu, Ke Li, Rong-Lin Song, Yang Zhang, Zhi-Jiang |
author_facet | Liu, Yu Zhu, Ke Li, Rong-Lin Song, Yang Zhang, Zhi-Jiang |
author_sort | Liu, Yu |
collection | PubMed |
description | Background: The impact of air pollution on residents’ happiness remains unclear and the underlying mechanism remains unknown. We aimed to examine the direct effect of air pollution on residents’ happiness and indirect effect through mediating their health. Methods: Based on the 2017 China Comprehensive Social Survey Data (CGSS), data on happiness were retrieved from 11,997 residents in 28 provinces in China. An ordered-probit model was used to examine the effect of air pollution on residents’ happiness and health, respectively. A stepwise regression was used to derive the direct effect of air pollution on residents’ happiness and indirect effect from health impairment attributable to air pollution. Results: Air pollution was associated with lower levels of health (coef. −0.190, 95% CI −0.212, −0.167, p < 0.001), while health was positively associated with happiness (coef. 0.215, 95% CI 0.196, 0.234, p < 0.001). Mediation analysis methods showed that air pollution impacted residents’ happiness directly and indirectly: the percent of total effect that was mediated through health was 36.97%, and the ratio of indirect to direct effect was 0.5864. Conclusions: Health plays a major mediating role in the relation between air pollution and residents’ happiness. In order to alleviate the impact of air pollution on residents’ happiness, future strategies should focus on health promotion besides reducing air pollutant emission. |
format | Online Article Text |
id | pubmed-8507867 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85078672021-10-13 Air Pollution Impairs Subjective Happiness by Damaging Their Health Liu, Yu Zhu, Ke Li, Rong-Lin Song, Yang Zhang, Zhi-Jiang Int J Environ Res Public Health Article Background: The impact of air pollution on residents’ happiness remains unclear and the underlying mechanism remains unknown. We aimed to examine the direct effect of air pollution on residents’ happiness and indirect effect through mediating their health. Methods: Based on the 2017 China Comprehensive Social Survey Data (CGSS), data on happiness were retrieved from 11,997 residents in 28 provinces in China. An ordered-probit model was used to examine the effect of air pollution on residents’ happiness and health, respectively. A stepwise regression was used to derive the direct effect of air pollution on residents’ happiness and indirect effect from health impairment attributable to air pollution. Results: Air pollution was associated with lower levels of health (coef. −0.190, 95% CI −0.212, −0.167, p < 0.001), while health was positively associated with happiness (coef. 0.215, 95% CI 0.196, 0.234, p < 0.001). Mediation analysis methods showed that air pollution impacted residents’ happiness directly and indirectly: the percent of total effect that was mediated through health was 36.97%, and the ratio of indirect to direct effect was 0.5864. Conclusions: Health plays a major mediating role in the relation between air pollution and residents’ happiness. In order to alleviate the impact of air pollution on residents’ happiness, future strategies should focus on health promotion besides reducing air pollutant emission. MDPI 2021-09-30 /pmc/articles/PMC8507867/ /pubmed/34639620 http://dx.doi.org/10.3390/ijerph181910319 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Liu, Yu Zhu, Ke Li, Rong-Lin Song, Yang Zhang, Zhi-Jiang Air Pollution Impairs Subjective Happiness by Damaging Their Health |
title | Air Pollution Impairs Subjective Happiness by Damaging Their Health |
title_full | Air Pollution Impairs Subjective Happiness by Damaging Their Health |
title_fullStr | Air Pollution Impairs Subjective Happiness by Damaging Their Health |
title_full_unstemmed | Air Pollution Impairs Subjective Happiness by Damaging Their Health |
title_short | Air Pollution Impairs Subjective Happiness by Damaging Their Health |
title_sort | air pollution impairs subjective happiness by damaging their health |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8507867/ https://www.ncbi.nlm.nih.gov/pubmed/34639620 http://dx.doi.org/10.3390/ijerph181910319 |
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