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The Activ8 activity monitor: Validation of posture and movement classification

INTRODUCTION: To set up and guide interventions with the aim to increase physical activity and lower sedentary behavior valid monitoring of physical behavior is essential. The aim of this study was to evaluate the validity of the single-unit Activ8 activity monitor to classify several body postures...

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Autores principales: Horemans, Herwin, Kooijmans, Hedwig, van den Berg-Emons, Rita, Bussmann, Hans
Formato: Online Artículo Texto
Lenguaje:English
Publicado: SAGE Publications 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7079304/
https://www.ncbi.nlm.nih.gov/pubmed/32206335
http://dx.doi.org/10.1177/2055668319890535
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author Horemans, Herwin
Kooijmans, Hedwig
van den Berg-Emons, Rita
Bussmann, Hans
author_facet Horemans, Herwin
Kooijmans, Hedwig
van den Berg-Emons, Rita
Bussmann, Hans
author_sort Horemans, Herwin
collection PubMed
description INTRODUCTION: To set up and guide interventions with the aim to increase physical activity and lower sedentary behavior valid monitoring of physical behavior is essential. The aim of this study was to evaluate the validity of the single-unit Activ8 activity monitor to classify several body postures and movements. METHODS: Twelve healthy adults performed a series of activities, representative for everyday life, according to a standard protocol. Activ8 was both worn in the trouser pocket (prescribed location) and fixated to the front of the thigh. Activities were video recorded and analyzed thereafter. Postures and movements that were analyzed were lying/sitting, standing, walking, cycling, and running. RESULTS: The agreement between Activ8 output and video analysis was 89.7% (inter-subject range: 66.0 to 96.6%) for the pocket location and 91.9% (range 85.5 to 95.1%) for the thigh location. Sensitivity and positive predictive value scores for both locations were all above 80%, except for standing (69% or higher). Differences in classified duration of separate postures and movements were within 20% for walking, sitting and running. CONCLUSION: The Activ8 is a valid instrument to quantify a defined set of body postures and movements. Because of the smaller time difference, the thigh location is preferred for research purposes.
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spelling pubmed-70793042020-03-23 The Activ8 activity monitor: Validation of posture and movement classification Horemans, Herwin Kooijmans, Hedwig van den Berg-Emons, Rita Bussmann, Hans J Rehabil Assist Technol Eng Wearable Technologies for Active Living and Rehabilitation INTRODUCTION: To set up and guide interventions with the aim to increase physical activity and lower sedentary behavior valid monitoring of physical behavior is essential. The aim of this study was to evaluate the validity of the single-unit Activ8 activity monitor to classify several body postures and movements. METHODS: Twelve healthy adults performed a series of activities, representative for everyday life, according to a standard protocol. Activ8 was both worn in the trouser pocket (prescribed location) and fixated to the front of the thigh. Activities were video recorded and analyzed thereafter. Postures and movements that were analyzed were lying/sitting, standing, walking, cycling, and running. RESULTS: The agreement between Activ8 output and video analysis was 89.7% (inter-subject range: 66.0 to 96.6%) for the pocket location and 91.9% (range 85.5 to 95.1%) for the thigh location. Sensitivity and positive predictive value scores for both locations were all above 80%, except for standing (69% or higher). Differences in classified duration of separate postures and movements were within 20% for walking, sitting and running. CONCLUSION: The Activ8 is a valid instrument to quantify a defined set of body postures and movements. Because of the smaller time difference, the thigh location is preferred for research purposes. SAGE Publications 2020-03-16 /pmc/articles/PMC7079304/ /pubmed/32206335 http://dx.doi.org/10.1177/2055668319890535 Text en © The Author(s) 2020 https://creativecommons.org/licenses/by-nc/4.0/ Creative Commons Non Commercial CC BY-NC: This article is distributed under the terms of the Creative Commons Attribution-NonCommercial 4.0 License (https://creativecommons.org/licenses/by-nc/4.0/) which permits non-commercial use, reproduction and distribution of the work without further permission provided the original work is attributed as specified on the SAGE and Open Access pages (https://us.sagepub.com/en-us/nam/open-access-at-sage).
spellingShingle Wearable Technologies for Active Living and Rehabilitation
Horemans, Herwin
Kooijmans, Hedwig
van den Berg-Emons, Rita
Bussmann, Hans
The Activ8 activity monitor: Validation of posture and movement classification
title The Activ8 activity monitor: Validation of posture and movement classification
title_full The Activ8 activity monitor: Validation of posture and movement classification
title_fullStr The Activ8 activity monitor: Validation of posture and movement classification
title_full_unstemmed The Activ8 activity monitor: Validation of posture and movement classification
title_short The Activ8 activity monitor: Validation of posture and movement classification
title_sort activ8 activity monitor: validation of posture and movement classification
topic Wearable Technologies for Active Living and Rehabilitation
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7079304/
https://www.ncbi.nlm.nih.gov/pubmed/32206335
http://dx.doi.org/10.1177/2055668319890535
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