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Association Between Physical Function and Neighborhood Environment in Healthy, Older Adults: An Exploratory Study Using Regression Tree Analysis

The aim of this study was to perform an exploratory investigation of the individual characteristics of older adults that affect the relationships between physical function and neighborhood environment. A total of 624 community-dwelling older adults living independently, aged ≥65 years, participated...

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Autores principales: Ando, Masataka, Kamide, Naoto, Shiba, Yoshitaka, Sakamoto, Miki, Sato, Haruhiko, Murakami, Takeshi, Watanabe, Shuichiro
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543633/
https://www.ncbi.nlm.nih.gov/pubmed/34708149
http://dx.doi.org/10.1177/23337214211052403
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author Ando, Masataka
Kamide, Naoto
Shiba, Yoshitaka
Sakamoto, Miki
Sato, Haruhiko
Murakami, Takeshi
Watanabe, Shuichiro
author_facet Ando, Masataka
Kamide, Naoto
Shiba, Yoshitaka
Sakamoto, Miki
Sato, Haruhiko
Murakami, Takeshi
Watanabe, Shuichiro
author_sort Ando, Masataka
collection PubMed
description The aim of this study was to perform an exploratory investigation of the individual characteristics of older adults that affect the relationships between physical function and neighborhood environment. A total of 624 community-dwelling older adults living independently, aged ≥65 years, participated in this cross-sectional study. Physical function was assessed by muscle strength (grip strength and knee extension strength) and physical performance (5-m walking time and Timed Up and Go Test). The neighborhood environment was assessed using the International Physical Activity Questionnaire Environmental Module. The individual characteristics that affect the association between both were analyzed using multiple regression analysis and Classification and Regression tree (CaRT) analysis. In both older men and women, multiple regression analysis showed that neighborhood environment was significantly associated with physical function. On the other hand, on CaRT analyses, older men ≤80 years of age without low back pain and depressive symptoms and perceived good access to recreational facilities had the shortest 5-m walking time. However, CaRT analyses found no relationship between physical function and neighborhood environment in older women. The relationships between physical function and neighborhood environment may be altered by sex, age, and physical and mental health conditions.
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spelling pubmed-85436332021-10-26 Association Between Physical Function and Neighborhood Environment in Healthy, Older Adults: An Exploratory Study Using Regression Tree Analysis Ando, Masataka Kamide, Naoto Shiba, Yoshitaka Sakamoto, Miki Sato, Haruhiko Murakami, Takeshi Watanabe, Shuichiro Gerontol Geriatr Med Article The aim of this study was to perform an exploratory investigation of the individual characteristics of older adults that affect the relationships between physical function and neighborhood environment. A total of 624 community-dwelling older adults living independently, aged ≥65 years, participated in this cross-sectional study. Physical function was assessed by muscle strength (grip strength and knee extension strength) and physical performance (5-m walking time and Timed Up and Go Test). The neighborhood environment was assessed using the International Physical Activity Questionnaire Environmental Module. The individual characteristics that affect the association between both were analyzed using multiple regression analysis and Classification and Regression tree (CaRT) analysis. In both older men and women, multiple regression analysis showed that neighborhood environment was significantly associated with physical function. On the other hand, on CaRT analyses, older men ≤80 years of age without low back pain and depressive symptoms and perceived good access to recreational facilities had the shortest 5-m walking time. However, CaRT analyses found no relationship between physical function and neighborhood environment in older women. The relationships between physical function and neighborhood environment may be altered by sex, age, and physical and mental health conditions. SAGE Publications 2021-10-22 /pmc/articles/PMC8543633/ /pubmed/34708149 http://dx.doi.org/10.1177/23337214211052403 Text en © The Author(s) 2021 https://creativecommons.org/licenses/by-nc/4.0/This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Article
Ando, Masataka
Kamide, Naoto
Shiba, Yoshitaka
Sakamoto, Miki
Sato, Haruhiko
Murakami, Takeshi
Watanabe, Shuichiro
Association Between Physical Function and Neighborhood Environment in Healthy, Older Adults: An Exploratory Study Using Regression Tree Analysis
title Association Between Physical Function and Neighborhood Environment in Healthy, Older Adults: An Exploratory Study Using Regression Tree Analysis
title_full Association Between Physical Function and Neighborhood Environment in Healthy, Older Adults: An Exploratory Study Using Regression Tree Analysis
title_fullStr Association Between Physical Function and Neighborhood Environment in Healthy, Older Adults: An Exploratory Study Using Regression Tree Analysis
title_full_unstemmed Association Between Physical Function and Neighborhood Environment in Healthy, Older Adults: An Exploratory Study Using Regression Tree Analysis
title_short Association Between Physical Function and Neighborhood Environment in Healthy, Older Adults: An Exploratory Study Using Regression Tree Analysis
title_sort association between physical function and neighborhood environment in healthy, older adults: an exploratory study using regression tree analysis
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8543633/
https://www.ncbi.nlm.nih.gov/pubmed/34708149
http://dx.doi.org/10.1177/23337214211052403
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