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Analysis of Heart Rate Variability in Response to Serious Games in Elderly People
As the proportion of elderly people continues to grow, so does the concern about age-related cognitive decline. Serious games have been developed for cognitive training or treatment, but measuring the activity of the autonomic nervous system (ANS) has not been taken to account. However, cognitive fu...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512767/ https://www.ncbi.nlm.nih.gov/pubmed/34640863 http://dx.doi.org/10.3390/s21196549 |
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author | Hou, Chun-Ju Chen, Yen-Ting Capilayan, Mycel Lin, Yu-Sian Huang, Min-Wei Huang, Ji-Jer |
author_facet | Hou, Chun-Ju Chen, Yen-Ting Capilayan, Mycel Lin, Yu-Sian Huang, Min-Wei Huang, Ji-Jer |
author_sort | Hou, Chun-Ju |
collection | PubMed |
description | As the proportion of elderly people continues to grow, so does the concern about age-related cognitive decline. Serious games have been developed for cognitive training or treatment, but measuring the activity of the autonomic nervous system (ANS) has not been taken to account. However, cognitive functioning has been known to be heavily influenced by the autonomic nervous system (ANS), and ANS activity can be quantified using heart rate variability (HRV). This paper aims to analyze the physiological response in normal elderly people as they play two types of serious games using HRV features from electrocardiography (ECG). A wearable device designed in-house was used to measure ECG, and the data from this device was pre-processed using digital signal processing techniques. Ten HRV features were extracted, including time-domain, nonlinear, and frequency-domain features. The experiment proceeds as follows: rest for three minutes, play a cognitive aptitude game, rest for another three minutes, followed by two reaction time games. Data from thirty older adults (age: 65.9 ± 7.34; male: 15, female: 15) were analyzed. The statistical results show that there was a significant difference in the HRV between the two types of games. From this, it can be concluded that the type of game has a significant effect on the ANS response. This can be further used in designing games for the elderly, either for training or mood management. |
format | Online Article Text |
id | pubmed-8512767 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
spelling | pubmed-85127672021-10-14 Analysis of Heart Rate Variability in Response to Serious Games in Elderly People Hou, Chun-Ju Chen, Yen-Ting Capilayan, Mycel Lin, Yu-Sian Huang, Min-Wei Huang, Ji-Jer Sensors (Basel) Article As the proportion of elderly people continues to grow, so does the concern about age-related cognitive decline. Serious games have been developed for cognitive training or treatment, but measuring the activity of the autonomic nervous system (ANS) has not been taken to account. However, cognitive functioning has been known to be heavily influenced by the autonomic nervous system (ANS), and ANS activity can be quantified using heart rate variability (HRV). This paper aims to analyze the physiological response in normal elderly people as they play two types of serious games using HRV features from electrocardiography (ECG). A wearable device designed in-house was used to measure ECG, and the data from this device was pre-processed using digital signal processing techniques. Ten HRV features were extracted, including time-domain, nonlinear, and frequency-domain features. The experiment proceeds as follows: rest for three minutes, play a cognitive aptitude game, rest for another three minutes, followed by two reaction time games. Data from thirty older adults (age: 65.9 ± 7.34; male: 15, female: 15) were analyzed. The statistical results show that there was a significant difference in the HRV between the two types of games. From this, it can be concluded that the type of game has a significant effect on the ANS response. This can be further used in designing games for the elderly, either for training or mood management. MDPI 2021-09-30 /pmc/articles/PMC8512767/ /pubmed/34640863 http://dx.doi.org/10.3390/s21196549 Text en © 2021 by the authors. https://creativecommons.org/licenses/by/4.0/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 (https://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Article Hou, Chun-Ju Chen, Yen-Ting Capilayan, Mycel Lin, Yu-Sian Huang, Min-Wei Huang, Ji-Jer Analysis of Heart Rate Variability in Response to Serious Games in Elderly People |
title | Analysis of Heart Rate Variability in Response to Serious Games in Elderly People |
title_full | Analysis of Heart Rate Variability in Response to Serious Games in Elderly People |
title_fullStr | Analysis of Heart Rate Variability in Response to Serious Games in Elderly People |
title_full_unstemmed | Analysis of Heart Rate Variability in Response to Serious Games in Elderly People |
title_short | Analysis of Heart Rate Variability in Response to Serious Games in Elderly People |
title_sort | analysis of heart rate variability in response to serious games in elderly people |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8512767/ https://www.ncbi.nlm.nih.gov/pubmed/34640863 http://dx.doi.org/10.3390/s21196549 |
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