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Cognitive Strategies and Physical Activity in Older Adults: A Discriminant Analysis
BACKGROUND: Although a number of studies have examined sociodemographic, psychosocial, and environmental determinants of the level of physical activity (PA) for older people, little attention has been paid to the predictive power of cognitive strategies for independently living older adults. However...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Hindawi
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5911344/ https://www.ncbi.nlm.nih.gov/pubmed/29850247 http://dx.doi.org/10.1155/2018/8917535 |
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author | André, Nathalie Ferrand, Claude Albinet, Cédric Audiffren, Michel |
author_facet | André, Nathalie Ferrand, Claude Albinet, Cédric Audiffren, Michel |
author_sort | André, Nathalie |
collection | PubMed |
description | BACKGROUND: Although a number of studies have examined sociodemographic, psychosocial, and environmental determinants of the level of physical activity (PA) for older people, little attention has been paid to the predictive power of cognitive strategies for independently living older adults. However, cognitive strategies have recently been considered to be critical in the management of day-to-day living. METHODS: Data were collected from 243 men and women aged 55 years and older living in France using face-to-face interviews between 2011 and 2013. RESULTS: A stepwise discriminant analysis selected five predictor variables (age, perceived health status, barriers' self-efficacy, internal memory, and attentional control strategies) of the level of PA. The function showed that the rate of correct prediction was 73% for the level of PA. The calculated discriminant function based on the five predictor variables is useful for detecting individuals at high risk of lapses once engaged in regular PA. CONCLUSIONS: This study highlighted the need to consider cognitive functions as a determinant of the level of PA and, more specifically, those cognitive functions related to executive functions (internal memory and attentional control), to facilitate the maintenance of regular PA. These results are discussed in relation to successful aging. |
format | Online Article Text |
id | pubmed-5911344 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Hindawi |
record_format | MEDLINE/PubMed |
spelling | pubmed-59113442018-05-30 Cognitive Strategies and Physical Activity in Older Adults: A Discriminant Analysis André, Nathalie Ferrand, Claude Albinet, Cédric Audiffren, Michel J Aging Res Research Article BACKGROUND: Although a number of studies have examined sociodemographic, psychosocial, and environmental determinants of the level of physical activity (PA) for older people, little attention has been paid to the predictive power of cognitive strategies for independently living older adults. However, cognitive strategies have recently been considered to be critical in the management of day-to-day living. METHODS: Data were collected from 243 men and women aged 55 years and older living in France using face-to-face interviews between 2011 and 2013. RESULTS: A stepwise discriminant analysis selected five predictor variables (age, perceived health status, barriers' self-efficacy, internal memory, and attentional control strategies) of the level of PA. The function showed that the rate of correct prediction was 73% for the level of PA. The calculated discriminant function based on the five predictor variables is useful for detecting individuals at high risk of lapses once engaged in regular PA. CONCLUSIONS: This study highlighted the need to consider cognitive functions as a determinant of the level of PA and, more specifically, those cognitive functions related to executive functions (internal memory and attentional control), to facilitate the maintenance of regular PA. These results are discussed in relation to successful aging. Hindawi 2018-04-05 /pmc/articles/PMC5911344/ /pubmed/29850247 http://dx.doi.org/10.1155/2018/8917535 Text en Copyright © 2018 Nathalie André et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Research Article André, Nathalie Ferrand, Claude Albinet, Cédric Audiffren, Michel Cognitive Strategies and Physical Activity in Older Adults: A Discriminant Analysis |
title | Cognitive Strategies and Physical Activity in Older Adults: A Discriminant Analysis |
title_full | Cognitive Strategies and Physical Activity in Older Adults: A Discriminant Analysis |
title_fullStr | Cognitive Strategies and Physical Activity in Older Adults: A Discriminant Analysis |
title_full_unstemmed | Cognitive Strategies and Physical Activity in Older Adults: A Discriminant Analysis |
title_short | Cognitive Strategies and Physical Activity in Older Adults: A Discriminant Analysis |
title_sort | cognitive strategies and physical activity in older adults: a discriminant analysis |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5911344/ https://www.ncbi.nlm.nih.gov/pubmed/29850247 http://dx.doi.org/10.1155/2018/8917535 |
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