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Large-Scale Measurements of Physical Activity With Wearable Devices: An International Perspective

In recent years the popularity and application of both research- and consumer-grade wearable physical (PA) activity monitors have witnessed substantial growth in large observational studies and clinical trials. For example, the NHANES and UKBiobank, have collected accelerometry data on thousands of...

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Autores principales: Urbanek, Jacek, Schrack, Jennifer, Roth, David
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7742797/
http://dx.doi.org/10.1093/geroni/igaa057.2755
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author Urbanek, Jacek
Schrack, Jennifer
Roth, David
author_facet Urbanek, Jacek
Schrack, Jennifer
Roth, David
author_sort Urbanek, Jacek
collection PubMed
description In recent years the popularity and application of both research- and consumer-grade wearable physical (PA) activity monitors have witnessed substantial growth in large observational studies and clinical trials. For example, the NHANES and UKBiobank, have collected accelerometry data on thousands of participants contributing to the reputation of wearable technology overall as well as in aging-oriented research. As a result, more aging-focused studies including the Baltimore Longitudinal Study of Aging, Maastricht Study, Finnish Retirement and Aging study, and the National Health and Aging Trends Study, along with clinical trials have introduced accelerometry protocols into their design. The symposium focuses on challenges in the implementation of the objective measurements of PA into large studies on older adults. We will discuss the design of successful projects held and/or completed in the United States and Europe including: (1) types of devices, (2) size of datasets, (3) steps necessary for the successful device implementation, (4) data management and (5) statistical analyses. We will also present primary, PA-related findings in each study, together with funded or planned follow-up work. Collectively, these presentations will improve understanding of the technology and effort necessary for the successful application of objective PA monitoring and the resulting data analysis, providing a better context for investigators in the field of aging who want to introduce wearable devices into existing and upcoming research. The discussion will focus on the future of these technologies in the context of geriatric medicine and gerontology and the consequent steps essential for their best utilization and further expansion.
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spelling pubmed-77427972020-12-21 Large-Scale Measurements of Physical Activity With Wearable Devices: An International Perspective Urbanek, Jacek Schrack, Jennifer Roth, David Innov Aging Abstracts In recent years the popularity and application of both research- and consumer-grade wearable physical (PA) activity monitors have witnessed substantial growth in large observational studies and clinical trials. For example, the NHANES and UKBiobank, have collected accelerometry data on thousands of participants contributing to the reputation of wearable technology overall as well as in aging-oriented research. As a result, more aging-focused studies including the Baltimore Longitudinal Study of Aging, Maastricht Study, Finnish Retirement and Aging study, and the National Health and Aging Trends Study, along with clinical trials have introduced accelerometry protocols into their design. The symposium focuses on challenges in the implementation of the objective measurements of PA into large studies on older adults. We will discuss the design of successful projects held and/or completed in the United States and Europe including: (1) types of devices, (2) size of datasets, (3) steps necessary for the successful device implementation, (4) data management and (5) statistical analyses. We will also present primary, PA-related findings in each study, together with funded or planned follow-up work. Collectively, these presentations will improve understanding of the technology and effort necessary for the successful application of objective PA monitoring and the resulting data analysis, providing a better context for investigators in the field of aging who want to introduce wearable devices into existing and upcoming research. The discussion will focus on the future of these technologies in the context of geriatric medicine and gerontology and the consequent steps essential for their best utilization and further expansion. Oxford University Press 2020-12-16 /pmc/articles/PMC7742797/ http://dx.doi.org/10.1093/geroni/igaa057.2755 Text en © The Author(s) 2020. Published by Oxford University Press on behalf of The Gerontological Society of America. http://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/), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Abstracts
Urbanek, Jacek
Schrack, Jennifer
Roth, David
Large-Scale Measurements of Physical Activity With Wearable Devices: An International Perspective
title Large-Scale Measurements of Physical Activity With Wearable Devices: An International Perspective
title_full Large-Scale Measurements of Physical Activity With Wearable Devices: An International Perspective
title_fullStr Large-Scale Measurements of Physical Activity With Wearable Devices: An International Perspective
title_full_unstemmed Large-Scale Measurements of Physical Activity With Wearable Devices: An International Perspective
title_short Large-Scale Measurements of Physical Activity With Wearable Devices: An International Perspective
title_sort large-scale measurements of physical activity with wearable devices: an international perspective
topic Abstracts
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7742797/
http://dx.doi.org/10.1093/geroni/igaa057.2755
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