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Remote Monitoring Activity Trajectory-Associated Weight Loss and Functional Ability in Obese Older Adults

Functional decline in older adults can often be mitigated by physical activity. As older adults increasing adopt wearable technology, an understanding of how remotely monitored activity is associated with clinical outcomes is needed. Data was analyzed from two cohorts of older adults with obesity (□...

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Autores principales: Batsis, John, Petersen, Curtis, Kahkoska, Anna, Fortuna, Karen
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8680252/
http://dx.doi.org/10.1093/geroni/igab046.199
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author Batsis, John
Petersen, Curtis
Kahkoska, Anna
Fortuna, Karen
author_facet Batsis, John
Petersen, Curtis
Kahkoska, Anna
Fortuna, Karen
author_sort Batsis, John
collection PubMed
description Functional decline in older adults can often be mitigated by physical activity. As older adults increasing adopt wearable technology, an understanding of how remotely monitored activity is associated with clinical outcomes is needed. Data was analyzed from two cohorts of older adults with obesity (□65 years, BMI (□30kg/m2)) who completed weekly dietary and exercise-based weight loss interventions (n=93). Follow-up time varied between cohorts (n=37: 12-weeks; n=56: 16 weeks). All participants were provided a Fitbit to monitor physical activity. Baseline and follow up weight, 6-minute walk distance, grip strength, and Late Life Function and Disability Instrument (LLFDI) were collected. We used k-means clustering for longitudinal data to identify physical activity trajectories from Fitbit steps at the daily level. Linear regression models tested for differences in each outcome between trajectories, adjusting for age and sex. Baseline characteristics did not vary across cohorts: mean age 72.7±4.5 years, 76.5% were female, and mean BMI was 36.4±5.1 kg/m2. Two physical activity trajectories were identified, termed high and low activity based on differences in mean daily steps (7,476±4,117 vs. 2,960±2,453, p <0.001). Participants in the high activity group experienced a 2.4% reduction in weight (p <0.001) and a 4.74% increase in LLFDI score (p=0.007) relative to the low activity cluster. Other outcomes were not significantly different between trajectories. These results demonstrate the potential for remote monitoring data to elucidate longitudinal trends in weight and functional ability. As such, older adults’ use of wearable technology may facilitate improvements in weight and functional ability in the community.
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spelling pubmed-86802522021-12-17 Remote Monitoring Activity Trajectory-Associated Weight Loss and Functional Ability in Obese Older Adults Batsis, John Petersen, Curtis Kahkoska, Anna Fortuna, Karen Innov Aging Abstracts Functional decline in older adults can often be mitigated by physical activity. As older adults increasing adopt wearable technology, an understanding of how remotely monitored activity is associated with clinical outcomes is needed. Data was analyzed from two cohorts of older adults with obesity (□65 years, BMI (□30kg/m2)) who completed weekly dietary and exercise-based weight loss interventions (n=93). Follow-up time varied between cohorts (n=37: 12-weeks; n=56: 16 weeks). All participants were provided a Fitbit to monitor physical activity. Baseline and follow up weight, 6-minute walk distance, grip strength, and Late Life Function and Disability Instrument (LLFDI) were collected. We used k-means clustering for longitudinal data to identify physical activity trajectories from Fitbit steps at the daily level. Linear regression models tested for differences in each outcome between trajectories, adjusting for age and sex. Baseline characteristics did not vary across cohorts: mean age 72.7±4.5 years, 76.5% were female, and mean BMI was 36.4±5.1 kg/m2. Two physical activity trajectories were identified, termed high and low activity based on differences in mean daily steps (7,476±4,117 vs. 2,960±2,453, p <0.001). Participants in the high activity group experienced a 2.4% reduction in weight (p <0.001) and a 4.74% increase in LLFDI score (p=0.007) relative to the low activity cluster. Other outcomes were not significantly different between trajectories. These results demonstrate the potential for remote monitoring data to elucidate longitudinal trends in weight and functional ability. As such, older adults’ use of wearable technology may facilitate improvements in weight and functional ability in the community. Oxford University Press 2021-12-17 /pmc/articles/PMC8680252/ http://dx.doi.org/10.1093/geroni/igab046.199 Text en © The Author(s) 2021. Published by Oxford University Press on behalf of The Gerontological Society of America. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstracts
Batsis, John
Petersen, Curtis
Kahkoska, Anna
Fortuna, Karen
Remote Monitoring Activity Trajectory-Associated Weight Loss and Functional Ability in Obese Older Adults
title Remote Monitoring Activity Trajectory-Associated Weight Loss and Functional Ability in Obese Older Adults
title_full Remote Monitoring Activity Trajectory-Associated Weight Loss and Functional Ability in Obese Older Adults
title_fullStr Remote Monitoring Activity Trajectory-Associated Weight Loss and Functional Ability in Obese Older Adults
title_full_unstemmed Remote Monitoring Activity Trajectory-Associated Weight Loss and Functional Ability in Obese Older Adults
title_short Remote Monitoring Activity Trajectory-Associated Weight Loss and Functional Ability in Obese Older Adults
title_sort remote monitoring activity trajectory-associated weight loss and functional ability in obese older adults
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8680252/
http://dx.doi.org/10.1093/geroni/igab046.199
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