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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...

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Detalles Bibliográficos
Autores principales: André, Nathalie, Ferrand, Claude, Albinet, Cédric, Audiffren, Michel
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Hindawi 2018
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.
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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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