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Green Space, Air Pollution, Weather, and Cognitive Function in Middle and Old Age in China

Prior research has shown that environmental hazards, such as limited green space, air pollution, and harmful weather, have the strong adverse impact on older adults' cognitive function; however, most of the studies were conducted in developed countries and limited to cross-sectional analyses. C...

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Autores principales: Zhang, Lingling, Luo, Ye, Zhang, Yao, Pan, Xi, Zhao, Dandan, Wang, Qing
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9108722/
https://www.ncbi.nlm.nih.gov/pubmed/35586008
http://dx.doi.org/10.3389/fpubh.2022.871104
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author Zhang, Lingling
Luo, Ye
Zhang, Yao
Pan, Xi
Zhao, Dandan
Wang, Qing
author_facet Zhang, Lingling
Luo, Ye
Zhang, Yao
Pan, Xi
Zhao, Dandan
Wang, Qing
author_sort Zhang, Lingling
collection PubMed
description Prior research has shown that environmental hazards, such as limited green space, air pollution, and harmful weather, have the strong adverse impact on older adults' cognitive function; however, most of the studies were conducted in developed countries and limited to cross-sectional analyses. China has the largest aging population in the world so the research evidence from it can offer an insight to the study in other developing countries facing similar issues and inform future public health policy and disease control. This study examined the long-term impact of environmental factors, namely, green space coverage, air pollution, and weather conditions on cognitive function using a nationally representative sample consisting of adults aged 45 years and older selected from the China Health and Retirement Longitudinal Study (CHARLS 2011–2018), the China City Statistical Yearbook, and other sources. Multilevel growth curve models were utilized for analysis and the mediator effects of physical activity and social engagement on the relationship between environmental factors and cognitive function were examined. Findings of this study showed that after controlling for sociodemographic characteristics, annual precipitation of 80 cm or more, living in areas with July temperature of 28°C or higher, urban community, and green space coverage were positively associated with cognition score at the baseline and lower precipitation, urban community, and greater green space coverage were associated with slower cognitive decline over a 7-year period. The impact of gross domestic product (GDP) seemed to take into effect more and more over time. These effects did not substantially change after weekly total hours of physical activities and levels of social engagement were added. More research on the mechanisms of the effect of environmental factors on cognition is needed such as the subgroup analyses and/or with more aspects of environmental measures.
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spelling pubmed-91087222022-05-17 Green Space, Air Pollution, Weather, and Cognitive Function in Middle and Old Age in China Zhang, Lingling Luo, Ye Zhang, Yao Pan, Xi Zhao, Dandan Wang, Qing Front Public Health Public Health Prior research has shown that environmental hazards, such as limited green space, air pollution, and harmful weather, have the strong adverse impact on older adults' cognitive function; however, most of the studies were conducted in developed countries and limited to cross-sectional analyses. China has the largest aging population in the world so the research evidence from it can offer an insight to the study in other developing countries facing similar issues and inform future public health policy and disease control. This study examined the long-term impact of environmental factors, namely, green space coverage, air pollution, and weather conditions on cognitive function using a nationally representative sample consisting of adults aged 45 years and older selected from the China Health and Retirement Longitudinal Study (CHARLS 2011–2018), the China City Statistical Yearbook, and other sources. Multilevel growth curve models were utilized for analysis and the mediator effects of physical activity and social engagement on the relationship between environmental factors and cognitive function were examined. Findings of this study showed that after controlling for sociodemographic characteristics, annual precipitation of 80 cm or more, living in areas with July temperature of 28°C or higher, urban community, and green space coverage were positively associated with cognition score at the baseline and lower precipitation, urban community, and greater green space coverage were associated with slower cognitive decline over a 7-year period. The impact of gross domestic product (GDP) seemed to take into effect more and more over time. These effects did not substantially change after weekly total hours of physical activities and levels of social engagement were added. More research on the mechanisms of the effect of environmental factors on cognition is needed such as the subgroup analyses and/or with more aspects of environmental measures. Frontiers Media S.A. 2022-05-02 /pmc/articles/PMC9108722/ /pubmed/35586008 http://dx.doi.org/10.3389/fpubh.2022.871104 Text en Copyright © 2022 Zhang, Luo, Zhang, Pan, Zhao and Wang. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
spellingShingle Public Health
Zhang, Lingling
Luo, Ye
Zhang, Yao
Pan, Xi
Zhao, Dandan
Wang, Qing
Green Space, Air Pollution, Weather, and Cognitive Function in Middle and Old Age in China
title Green Space, Air Pollution, Weather, and Cognitive Function in Middle and Old Age in China
title_full Green Space, Air Pollution, Weather, and Cognitive Function in Middle and Old Age in China
title_fullStr Green Space, Air Pollution, Weather, and Cognitive Function in Middle and Old Age in China
title_full_unstemmed Green Space, Air Pollution, Weather, and Cognitive Function in Middle and Old Age in China
title_short Green Space, Air Pollution, Weather, and Cognitive Function in Middle and Old Age in China
title_sort green space, air pollution, weather, and cognitive function in middle and old age in china
topic Public Health
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9108722/
https://www.ncbi.nlm.nih.gov/pubmed/35586008
http://dx.doi.org/10.3389/fpubh.2022.871104
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