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Utilizing a Wristband Sensor to Measure the Stress Level for People with Dementia

Stress is a common problem that affects most people with dementia and their caregivers. Stress symptoms for people with dementia are often measured by answering a checklist of questions by the clinical staff who work closely with the person with the dementia. This process requires a lot of effort wi...

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Autores principales: Kikhia, Basel, Stavropoulos, Thanos G., Andreadis, Stelios, Karvonen, Niklas, Kompatsiaris, Ioannis, Sävenstedt, Stefan, Pijl, Marten, Melander, Catharina
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5190970/
https://www.ncbi.nlm.nih.gov/pubmed/27886155
http://dx.doi.org/10.3390/s16121989
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author Kikhia, Basel
Stavropoulos, Thanos G.
Andreadis, Stelios
Karvonen, Niklas
Kompatsiaris, Ioannis
Sävenstedt, Stefan
Pijl, Marten
Melander, Catharina
author_facet Kikhia, Basel
Stavropoulos, Thanos G.
Andreadis, Stelios
Karvonen, Niklas
Kompatsiaris, Ioannis
Sävenstedt, Stefan
Pijl, Marten
Melander, Catharina
author_sort Kikhia, Basel
collection PubMed
description Stress is a common problem that affects most people with dementia and their caregivers. Stress symptoms for people with dementia are often measured by answering a checklist of questions by the clinical staff who work closely with the person with the dementia. This process requires a lot of effort with continuous observation of the person with dementia over the long term. This article investigates the effectiveness of using a straightforward method, based on a single wristband sensor to classify events of “Stressed” and “Not stressed” for people with dementia. The presented system calculates the stress level as an integer value from zero to five, providing clinical information of behavioral patterns to the clinical staff. Thirty staff members participated in this experiment, together with six residents suffering from dementia, from two nursing homes. The residents were equipped with the wristband sensor during the day, and the staff were writing observation notes during the experiment to serve as ground truth. Experimental evaluation showed relationships between staff observations and sensor analysis, while stress level thresholds adjusted to each individual can serve different scenarios.
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spelling pubmed-51909702017-01-03 Utilizing a Wristband Sensor to Measure the Stress Level for People with Dementia Kikhia, Basel Stavropoulos, Thanos G. Andreadis, Stelios Karvonen, Niklas Kompatsiaris, Ioannis Sävenstedt, Stefan Pijl, Marten Melander, Catharina Sensors (Basel) Article Stress is a common problem that affects most people with dementia and their caregivers. Stress symptoms for people with dementia are often measured by answering a checklist of questions by the clinical staff who work closely with the person with the dementia. This process requires a lot of effort with continuous observation of the person with dementia over the long term. This article investigates the effectiveness of using a straightforward method, based on a single wristband sensor to classify events of “Stressed” and “Not stressed” for people with dementia. The presented system calculates the stress level as an integer value from zero to five, providing clinical information of behavioral patterns to the clinical staff. Thirty staff members participated in this experiment, together with six residents suffering from dementia, from two nursing homes. The residents were equipped with the wristband sensor during the day, and the staff were writing observation notes during the experiment to serve as ground truth. Experimental evaluation showed relationships between staff observations and sensor analysis, while stress level thresholds adjusted to each individual can serve different scenarios. MDPI 2016-11-24 /pmc/articles/PMC5190970/ /pubmed/27886155 http://dx.doi.org/10.3390/s16121989 Text en © 2016 by the authors; licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC-BY) license (http://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Kikhia, Basel
Stavropoulos, Thanos G.
Andreadis, Stelios
Karvonen, Niklas
Kompatsiaris, Ioannis
Sävenstedt, Stefan
Pijl, Marten
Melander, Catharina
Utilizing a Wristband Sensor to Measure the Stress Level for People with Dementia
title Utilizing a Wristband Sensor to Measure the Stress Level for People with Dementia
title_full Utilizing a Wristband Sensor to Measure the Stress Level for People with Dementia
title_fullStr Utilizing a Wristband Sensor to Measure the Stress Level for People with Dementia
title_full_unstemmed Utilizing a Wristband Sensor to Measure the Stress Level for People with Dementia
title_short Utilizing a Wristband Sensor to Measure the Stress Level for People with Dementia
title_sort utilizing a wristband sensor to measure the stress level for people with dementia
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5190970/
https://www.ncbi.nlm.nih.gov/pubmed/27886155
http://dx.doi.org/10.3390/s16121989
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