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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2016
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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. |
format | Online Article Text |
id | pubmed-5190970 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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