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Individual and environmental factors associated with cognitive function in older people: a longitudinal multilevel analysis
BACKGROUND: Individual and environmental factors have been found to be related to cognitive function. However, few studies have examined the longitudinal effects of both individual and environmental factors over time. The purpose of this study was to examine the effects of individual and environment...
Autores principales: | , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8941778/ https://www.ncbi.nlm.nih.gov/pubmed/35321640 http://dx.doi.org/10.1186/s12877-022-02940-9 |
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author | Hsu, Hui-Chuan Bai, Chyi-Huey |
author_facet | Hsu, Hui-Chuan Bai, Chyi-Huey |
author_sort | Hsu, Hui-Chuan |
collection | PubMed |
description | BACKGROUND: Individual and environmental factors have been found to be related to cognitive function. However, few studies have examined the longitudinal effects of both individual and environmental factors over time. The purpose of this study was to examine the effects of individual and environmental factors over time on older people’s cognitive function. METHODS: Nationally representative panel data from the Taiwan Longitudinal Survey on Aging 1999–2015 (n = 6349 persons, observations = 12,042) were used. City-level indicator data were sourced from the government. A multilevel mixed linear model analysis was conducted. RESULTS: Better cognitive function was significantly related to individuals’ work, ethnicity, younger age, higher education level, better self-rated health, higher level of emotional support received, being more religious, higher economic satisfaction, and living in the cities with higher population densities. Education and social connectedness were protective factors over time. CONCLUSION: Socioeconomics and social connectedness are related to cognitive function. A more social integrated lifestyle and financially secure living is suggested in the policy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12877-022-02940-9. |
format | Online Article Text |
id | pubmed-8941778 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-89417782022-03-24 Individual and environmental factors associated with cognitive function in older people: a longitudinal multilevel analysis Hsu, Hui-Chuan Bai, Chyi-Huey BMC Geriatr Research BACKGROUND: Individual and environmental factors have been found to be related to cognitive function. However, few studies have examined the longitudinal effects of both individual and environmental factors over time. The purpose of this study was to examine the effects of individual and environmental factors over time on older people’s cognitive function. METHODS: Nationally representative panel data from the Taiwan Longitudinal Survey on Aging 1999–2015 (n = 6349 persons, observations = 12,042) were used. City-level indicator data were sourced from the government. A multilevel mixed linear model analysis was conducted. RESULTS: Better cognitive function was significantly related to individuals’ work, ethnicity, younger age, higher education level, better self-rated health, higher level of emotional support received, being more religious, higher economic satisfaction, and living in the cities with higher population densities. Education and social connectedness were protective factors over time. CONCLUSION: Socioeconomics and social connectedness are related to cognitive function. A more social integrated lifestyle and financially secure living is suggested in the policy. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s12877-022-02940-9. BioMed Central 2022-03-23 /pmc/articles/PMC8941778/ /pubmed/35321640 http://dx.doi.org/10.1186/s12877-022-02940-9 Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Hsu, Hui-Chuan Bai, Chyi-Huey Individual and environmental factors associated with cognitive function in older people: a longitudinal multilevel analysis |
title | Individual and environmental factors associated with cognitive function in older people: a longitudinal multilevel analysis |
title_full | Individual and environmental factors associated with cognitive function in older people: a longitudinal multilevel analysis |
title_fullStr | Individual and environmental factors associated with cognitive function in older people: a longitudinal multilevel analysis |
title_full_unstemmed | Individual and environmental factors associated with cognitive function in older people: a longitudinal multilevel analysis |
title_short | Individual and environmental factors associated with cognitive function in older people: a longitudinal multilevel analysis |
title_sort | individual and environmental factors associated with cognitive function in older people: a longitudinal multilevel analysis |
topic | Research |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8941778/ https://www.ncbi.nlm.nih.gov/pubmed/35321640 http://dx.doi.org/10.1186/s12877-022-02940-9 |
work_keys_str_mv | AT hsuhuichuan individualandenvironmentalfactorsassociatedwithcognitivefunctioninolderpeoplealongitudinalmultilevelanalysis AT baichyihuey individualandenvironmentalfactorsassociatedwithcognitivefunctioninolderpeoplealongitudinalmultilevelanalysis |