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Development of Functional Fitness Prediction Equation in Korean Older Adults: The National Fitness Award 2015–2019
The main advantage of measuring functional fitness (FF) in older adults is that individual tests can estimate and track the rate of decline with age. This study aimed to develop a multiple linear regression model for predicting FF variables using easy-to-measure independent variables (e.g., sex, age...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9127254/ https://www.ncbi.nlm.nih.gov/pubmed/35620610 http://dx.doi.org/10.3389/fphys.2022.896093 |
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author | Kim, Sung-Woo Park, Hun-Young Jung, Hoeryong Lim, Kiwon |
author_facet | Kim, Sung-Woo Park, Hun-Young Jung, Hoeryong Lim, Kiwon |
author_sort | Kim, Sung-Woo |
collection | PubMed |
description | The main advantage of measuring functional fitness (FF) in older adults is that individual tests can estimate and track the rate of decline with age. This study aimed to develop a multiple linear regression model for predicting FF variables using easy-to-measure independent variables (e.g., sex, age, body mass index, and percent body fat) in Korean older adults. National Fitness Award datasets from the Republic of Korea were used in this analysis. The participants were aged ≥65 years and included 61,465 older men and 117,395 older women. The FF variables included the hand grip strength, lower body strength (30-s chair stand), lower body flexibility (chair sit-and-reach), coordination (figure of 8 walk), agility/dynamic balance (timed up-and-go), and aerobic endurance (2-min step test). An estimation multiple linear regression model was developed using a stepwise technique. In the regression model, the coefficient of determination in the hand grip strength test (adjusted R(2) = 0.773, p < 0.001) was significantly high. However, the coefficient of determination in the 30-s chair stand (adjusted R(2) = 0.296, p < 0.001), chair sit-and-reach (adjusted R(2) = 0.435, p < 0.001), figure of 8 walk (adjusted R(2) = 0.390, p < 0.001), timed up-and-go (adjusted R(2) = 0.384, p < 0.001), and 2-min step tests (adjusted R(2) = 0.196, p < 0.001) was significantly low to moderate. Our findings suggest that easy-to-measure independent variables can predict the hand grip strength in older adults. In future studies, explanatory power will be further improved if multiple linear regression analysis, including the physical activity level and nutritional status of older adults, is performed to predict the FF variables. |
format | Online Article Text |
id | pubmed-9127254 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-91272542022-05-25 Development of Functional Fitness Prediction Equation in Korean Older Adults: The National Fitness Award 2015–2019 Kim, Sung-Woo Park, Hun-Young Jung, Hoeryong Lim, Kiwon Front Physiol Physiology The main advantage of measuring functional fitness (FF) in older adults is that individual tests can estimate and track the rate of decline with age. This study aimed to develop a multiple linear regression model for predicting FF variables using easy-to-measure independent variables (e.g., sex, age, body mass index, and percent body fat) in Korean older adults. National Fitness Award datasets from the Republic of Korea were used in this analysis. The participants were aged ≥65 years and included 61,465 older men and 117,395 older women. The FF variables included the hand grip strength, lower body strength (30-s chair stand), lower body flexibility (chair sit-and-reach), coordination (figure of 8 walk), agility/dynamic balance (timed up-and-go), and aerobic endurance (2-min step test). An estimation multiple linear regression model was developed using a stepwise technique. In the regression model, the coefficient of determination in the hand grip strength test (adjusted R(2) = 0.773, p < 0.001) was significantly high. However, the coefficient of determination in the 30-s chair stand (adjusted R(2) = 0.296, p < 0.001), chair sit-and-reach (adjusted R(2) = 0.435, p < 0.001), figure of 8 walk (adjusted R(2) = 0.390, p < 0.001), timed up-and-go (adjusted R(2) = 0.384, p < 0.001), and 2-min step tests (adjusted R(2) = 0.196, p < 0.001) was significantly low to moderate. Our findings suggest that easy-to-measure independent variables can predict the hand grip strength in older adults. In future studies, explanatory power will be further improved if multiple linear regression analysis, including the physical activity level and nutritional status of older adults, is performed to predict the FF variables. Frontiers Media S.A. 2022-05-10 /pmc/articles/PMC9127254/ /pubmed/35620610 http://dx.doi.org/10.3389/fphys.2022.896093 Text en Copyright © 2022 Kim, Park, Jung and Lim. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Physiology Kim, Sung-Woo Park, Hun-Young Jung, Hoeryong Lim, Kiwon Development of Functional Fitness Prediction Equation in Korean Older Adults: The National Fitness Award 2015–2019 |
title | Development of Functional Fitness Prediction Equation in Korean Older Adults: The National Fitness Award 2015–2019 |
title_full | Development of Functional Fitness Prediction Equation in Korean Older Adults: The National Fitness Award 2015–2019 |
title_fullStr | Development of Functional Fitness Prediction Equation in Korean Older Adults: The National Fitness Award 2015–2019 |
title_full_unstemmed | Development of Functional Fitness Prediction Equation in Korean Older Adults: The National Fitness Award 2015–2019 |
title_short | Development of Functional Fitness Prediction Equation in Korean Older Adults: The National Fitness Award 2015–2019 |
title_sort | development of functional fitness prediction equation in korean older adults: the national fitness award 2015–2019 |
topic | Physiology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9127254/ https://www.ncbi.nlm.nih.gov/pubmed/35620610 http://dx.doi.org/10.3389/fphys.2022.896093 |
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