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The Associations of Meteorological and Environmental Factors with Memory Function of the Older Age in Urban Areas
Individual, meteorological, and environmental factors are associated with cognitive function in older age. However, little is known about how meteorological and environmental factors interact with individual factors in affecting cognitive function in older adults. In the current study, we used mixed...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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MDPI
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9105547/ https://www.ncbi.nlm.nih.gov/pubmed/35564874 http://dx.doi.org/10.3390/ijerph19095484 |
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author | Qiu, Yuehong Deng, Zeming Jiang, Chujuan Wei, Kaigong Zhu, Lijun Zhang, Jieting Jiao, Can |
author_facet | Qiu, Yuehong Deng, Zeming Jiang, Chujuan Wei, Kaigong Zhu, Lijun Zhang, Jieting Jiao, Can |
author_sort | Qiu, Yuehong |
collection | PubMed |
description | Individual, meteorological, and environmental factors are associated with cognitive function in older age. However, little is known about how meteorological and environmental factors interact with individual factors in affecting cognitive function in older adults. In the current study, we used mixed effects models to assess the association of individual, meteorological, and environmental factors with cognitive function among older adults in urban areas. Data from 2623 adults aged 60 to 91 years from 25 provinces (or autonomous regions/municipalities) from the China Family Panel Studies (CFPS) were used. We used the memory test in CFPS to measure memory function, while meteorological data from the daily climate data set of China’s surface international exchange stations, and the traffic and greening data compiled by the National Bureau of Statistics (NBS) of China, were used to assess meteorological and environmental factors. The ICC of the empty model indicated that 7.7% of the variation in memory test scores for the older adults was caused by provincial characteristics. Results showed that the temperature and relative humidity of provinces moderated the effect of gender on the memory function for the older urban adults. Specifically, in the high temperature areas, memory scores for females were higher than those of males, and in the middle humidity areas, memory scores were also higher for the females than those of males. This study explained how meteorological and environmental factors played roles in influencing demographic factors on memory function among older adults. Further research is needed to better define the role and potential mechanism of this moderation. |
format | Online Article Text |
id | pubmed-9105547 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-91055472022-05-14 The Associations of Meteorological and Environmental Factors with Memory Function of the Older Age in Urban Areas Qiu, Yuehong Deng, Zeming Jiang, Chujuan Wei, Kaigong Zhu, Lijun Zhang, Jieting Jiao, Can Int J Environ Res Public Health Article Individual, meteorological, and environmental factors are associated with cognitive function in older age. However, little is known about how meteorological and environmental factors interact with individual factors in affecting cognitive function in older adults. In the current study, we used mixed effects models to assess the association of individual, meteorological, and environmental factors with cognitive function among older adults in urban areas. Data from 2623 adults aged 60 to 91 years from 25 provinces (or autonomous regions/municipalities) from the China Family Panel Studies (CFPS) were used. We used the memory test in CFPS to measure memory function, while meteorological data from the daily climate data set of China’s surface international exchange stations, and the traffic and greening data compiled by the National Bureau of Statistics (NBS) of China, were used to assess meteorological and environmental factors. The ICC of the empty model indicated that 7.7% of the variation in memory test scores for the older adults was caused by provincial characteristics. Results showed that the temperature and relative humidity of provinces moderated the effect of gender on the memory function for the older urban adults. Specifically, in the high temperature areas, memory scores for females were higher than those of males, and in the middle humidity areas, memory scores were also higher for the females than those of males. This study explained how meteorological and environmental factors played roles in influencing demographic factors on memory function among older adults. Further research is needed to better define the role and potential mechanism of this moderation. MDPI 2022-04-30 /pmc/articles/PMC9105547/ /pubmed/35564874 http://dx.doi.org/10.3390/ijerph19095484 Text en © 2022 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 Qiu, Yuehong Deng, Zeming Jiang, Chujuan Wei, Kaigong Zhu, Lijun Zhang, Jieting Jiao, Can The Associations of Meteorological and Environmental Factors with Memory Function of the Older Age in Urban Areas |
title | The Associations of Meteorological and Environmental Factors with Memory Function of the Older Age in Urban Areas |
title_full | The Associations of Meteorological and Environmental Factors with Memory Function of the Older Age in Urban Areas |
title_fullStr | The Associations of Meteorological and Environmental Factors with Memory Function of the Older Age in Urban Areas |
title_full_unstemmed | The Associations of Meteorological and Environmental Factors with Memory Function of the Older Age in Urban Areas |
title_short | The Associations of Meteorological and Environmental Factors with Memory Function of the Older Age in Urban Areas |
title_sort | associations of meteorological and environmental factors with memory function of the older age in urban areas |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9105547/ https://www.ncbi.nlm.nih.gov/pubmed/35564874 http://dx.doi.org/10.3390/ijerph19095484 |
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