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Feasibility of three wearable sensors for 24 hour monitoring in middle-aged women
BACKGROUND: The purpose of this study is to determine the feasibility of three widely used wearable sensors in research settings for 24 h monitoring of sleep, sedentary, and active behaviors in middle-aged women. METHODS: Participants were 21 inactive, overweight (M Body Mass Index (BMI) = 29.27 ± 7...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
BioMed Central
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4518514/ https://www.ncbi.nlm.nih.gov/pubmed/26223521 http://dx.doi.org/10.1186/s12905-015-0212-3 |
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author | Huberty, Jennifer Ehlers, Diane K. Kurka, Jonathan Ainsworth, Barbara Buman, Matthew |
author_facet | Huberty, Jennifer Ehlers, Diane K. Kurka, Jonathan Ainsworth, Barbara Buman, Matthew |
author_sort | Huberty, Jennifer |
collection | PubMed |
description | BACKGROUND: The purpose of this study is to determine the feasibility of three widely used wearable sensors in research settings for 24 h monitoring of sleep, sedentary, and active behaviors in middle-aged women. METHODS: Participants were 21 inactive, overweight (M Body Mass Index (BMI) = 29.27 ± 7.43) women, 30 to 64 years (M = 45.31 ± 9.67). Women were instructed to wear each sensor on the non-dominant hip (ActiGraph GT3X+), wrist (GENEActiv), or upper arm (BodyMedia SenseWear Mini) for 24 h/day and record daily wake and bed times for one week over the course of three consecutive weeks. Women received feedback about their daily physical activity and sleep behaviors. Feasibility (i.e., acceptability and demand) was measured using surveys, interviews, and wear time. RESULTS: Women felt the GENEActiv (94.7 %) and SenseWear Mini (90.0 %) were easier to wear and preferred the placement (68.4, 80 % respectively) as compared to the ActiGraph (42.9, 47.6 % respectively). Mean wear time on valid days was similar across sensors (ActiGraph: M = 918.8 ± 115.0 min; GENEActiv: M = 949.3 ± 86.6; SenseWear: M = 928.0 ± 101.8) and well above other studies using wake time only protocols. Informational feedback was the biggest motivator, while appearance, comfort, and inconvenience were the biggest barriers to wearing sensors. Wear time was valid on 93.9 % (ActiGraph), 100 % (GENEActiv), and 95.2 % (SenseWear) of eligible days. 61.9, 95.2, and 71.4 % of participants had seven valid days of data for the ActiGraph, GENEActiv, and SenseWear, respectively. CONCLUSION: Twenty-four hour monitoring over seven consecutive days is a feasible approach in middle-aged women. Researchers should consider participant acceptability and demand, in addition to validity and reliability, when choosing a wearable sensor. More research is needed across populations and study designs. |
format | Online Article Text |
id | pubmed-4518514 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | BioMed Central |
record_format | MEDLINE/PubMed |
spelling | pubmed-45185142015-07-30 Feasibility of three wearable sensors for 24 hour monitoring in middle-aged women Huberty, Jennifer Ehlers, Diane K. Kurka, Jonathan Ainsworth, Barbara Buman, Matthew BMC Womens Health Research Article BACKGROUND: The purpose of this study is to determine the feasibility of three widely used wearable sensors in research settings for 24 h monitoring of sleep, sedentary, and active behaviors in middle-aged women. METHODS: Participants were 21 inactive, overweight (M Body Mass Index (BMI) = 29.27 ± 7.43) women, 30 to 64 years (M = 45.31 ± 9.67). Women were instructed to wear each sensor on the non-dominant hip (ActiGraph GT3X+), wrist (GENEActiv), or upper arm (BodyMedia SenseWear Mini) for 24 h/day and record daily wake and bed times for one week over the course of three consecutive weeks. Women received feedback about their daily physical activity and sleep behaviors. Feasibility (i.e., acceptability and demand) was measured using surveys, interviews, and wear time. RESULTS: Women felt the GENEActiv (94.7 %) and SenseWear Mini (90.0 %) were easier to wear and preferred the placement (68.4, 80 % respectively) as compared to the ActiGraph (42.9, 47.6 % respectively). Mean wear time on valid days was similar across sensors (ActiGraph: M = 918.8 ± 115.0 min; GENEActiv: M = 949.3 ± 86.6; SenseWear: M = 928.0 ± 101.8) and well above other studies using wake time only protocols. Informational feedback was the biggest motivator, while appearance, comfort, and inconvenience were the biggest barriers to wearing sensors. Wear time was valid on 93.9 % (ActiGraph), 100 % (GENEActiv), and 95.2 % (SenseWear) of eligible days. 61.9, 95.2, and 71.4 % of participants had seven valid days of data for the ActiGraph, GENEActiv, and SenseWear, respectively. CONCLUSION: Twenty-four hour monitoring over seven consecutive days is a feasible approach in middle-aged women. Researchers should consider participant acceptability and demand, in addition to validity and reliability, when choosing a wearable sensor. More research is needed across populations and study designs. BioMed Central 2015-07-30 /pmc/articles/PMC4518514/ /pubmed/26223521 http://dx.doi.org/10.1186/s12905-015-0212-3 Text en © Huberty et al. 2015 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 use, distribution, and reproduction in any medium, provided the original work is properly credited. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated. |
spellingShingle | Research Article Huberty, Jennifer Ehlers, Diane K. Kurka, Jonathan Ainsworth, Barbara Buman, Matthew Feasibility of three wearable sensors for 24 hour monitoring in middle-aged women |
title | Feasibility of three wearable sensors for 24 hour monitoring in middle-aged women |
title_full | Feasibility of three wearable sensors for 24 hour monitoring in middle-aged women |
title_fullStr | Feasibility of three wearable sensors for 24 hour monitoring in middle-aged women |
title_full_unstemmed | Feasibility of three wearable sensors for 24 hour monitoring in middle-aged women |
title_short | Feasibility of three wearable sensors for 24 hour monitoring in middle-aged women |
title_sort | feasibility of three wearable sensors for 24 hour monitoring in middle-aged women |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4518514/ https://www.ncbi.nlm.nih.gov/pubmed/26223521 http://dx.doi.org/10.1186/s12905-015-0212-3 |
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