Cargando…
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...
Autores principales: | , , , |
---|---|
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 |
_version_ | 1783507796662157312 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7079304 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | SAGE Publications |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT horemansherwin theactiv8activitymonitorvalidationofpostureandmovementclassification AT kooijmanshedwig theactiv8activitymonitorvalidationofpostureandmovementclassification AT vandenbergemonsrita theactiv8activitymonitorvalidationofpostureandmovementclassification AT bussmannhans theactiv8activitymonitorvalidationofpostureandmovementclassification AT horemansherwin activ8activitymonitorvalidationofpostureandmovementclassification AT kooijmanshedwig activ8activitymonitorvalidationofpostureandmovementclassification AT vandenbergemonsrita activ8activitymonitorvalidationofpostureandmovementclassification AT bussmannhans activ8activitymonitorvalidationofpostureandmovementclassification |