Quantifying activity levels of community-dwelling seniors through beacon monitoring

The ageing population is rapidly increasing, both in Singapore and worldwide. Due to the shortage of healthcare professionals and institutionalized care, there is a pertinent need for seniors to age-in-place-safely and in the familiarity of their neighborhoods. In addition, changing family structure...

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Main Authors: GOH, Jin Qiang, TAN, Hwee-Pink, TAN, Hwee Xian
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Language:English
Published: Institutional Knowledge at Singapore Management University 2019
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Online Access:https://ink.library.smu.edu.sg/sis_research/4423
https://ink.library.smu.edu.sg/context/sis_research/article/5426/viewcontent/Quantifying_activity_levels_of_community_dwelling_seniors_through_beacon_monitoring_pv_2019.pdf
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Institution: Singapore Management University
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spelling sg-smu-ink.sis_research-54262021-07-01T01:03:05Z Quantifying activity levels of community-dwelling seniors through beacon monitoring GOH, Jin Qiang TAN, Hwee-Pink TAN, Hwee Xian The ageing population is rapidly increasing, both in Singapore and worldwide. Due to the shortage of healthcare professionals and institutionalized care, there is a pertinent need for seniors to age-in-place-safely and in the familiarity of their neighborhoods. In addition, changing family structures and rising divorce rates, coupled with the desire for more personal space and independence, have resulted in a significant proportion of seniors who live alone at home. In this paper, we describe a scalable and low-cost monitoring system that can help to identify community-dwelling seniors who are at risk of social isolation and/or frailty. This is achieved by monitoring the seniors' activity levels (which are computed based on the timings and durations that seniors spend in their residential homes), through the use of Bluetooth beacons and the seniors' smartphones. The system has been implemented and deployed in 81 residential homes, over a period of 3 weeks. Preliminary results show that the system can provide a low-cost and efficient way of providing caregivers with insights on each senior's well-being, based on his/her activity levels. 2019-01-01T08:00:00Z text application/pdf https://ink.library.smu.edu.sg/sis_research/4423 info:doi/10.1109/ICOIN.2019.8717984 https://ink.library.smu.edu.sg/context/sis_research/article/5426/viewcontent/Quantifying_activity_levels_of_community_dwelling_seniors_through_beacon_monitoring_pv_2019.pdf http://creativecommons.org/licenses/by-nc-nd/4.0/ Research Collection School Of Computing and Information Systems eng Institutional Knowledge at Singapore Management University Activity levels Ageing-in-place Beacons Frailty Non-intrusive Sensor monitoring Social isolation Gerontology OS and Networks Software Engineering
institution Singapore Management University
building SMU Libraries
continent Asia
country Singapore
Singapore
content_provider SMU Libraries
collection InK@SMU
language English
topic Activity levels
Ageing-in-place Beacons
Frailty
Non-intrusive
Sensor monitoring
Social isolation
Gerontology
OS and Networks
Software Engineering
spellingShingle Activity levels
Ageing-in-place Beacons
Frailty
Non-intrusive
Sensor monitoring
Social isolation
Gerontology
OS and Networks
Software Engineering
GOH, Jin Qiang
TAN, Hwee-Pink
TAN, Hwee Xian
Quantifying activity levels of community-dwelling seniors through beacon monitoring
description The ageing population is rapidly increasing, both in Singapore and worldwide. Due to the shortage of healthcare professionals and institutionalized care, there is a pertinent need for seniors to age-in-place-safely and in the familiarity of their neighborhoods. In addition, changing family structures and rising divorce rates, coupled with the desire for more personal space and independence, have resulted in a significant proportion of seniors who live alone at home. In this paper, we describe a scalable and low-cost monitoring system that can help to identify community-dwelling seniors who are at risk of social isolation and/or frailty. This is achieved by monitoring the seniors' activity levels (which are computed based on the timings and durations that seniors spend in their residential homes), through the use of Bluetooth beacons and the seniors' smartphones. The system has been implemented and deployed in 81 residential homes, over a period of 3 weeks. Preliminary results show that the system can provide a low-cost and efficient way of providing caregivers with insights on each senior's well-being, based on his/her activity levels.
format text
author GOH, Jin Qiang
TAN, Hwee-Pink
TAN, Hwee Xian
author_facet GOH, Jin Qiang
TAN, Hwee-Pink
TAN, Hwee Xian
author_sort GOH, Jin Qiang
title Quantifying activity levels of community-dwelling seniors through beacon monitoring
title_short Quantifying activity levels of community-dwelling seniors through beacon monitoring
title_full Quantifying activity levels of community-dwelling seniors through beacon monitoring
title_fullStr Quantifying activity levels of community-dwelling seniors through beacon monitoring
title_full_unstemmed Quantifying activity levels of community-dwelling seniors through beacon monitoring
title_sort quantifying activity levels of community-dwelling seniors through beacon monitoring
publisher Institutional Knowledge at Singapore Management University
publishDate 2019
url https://ink.library.smu.edu.sg/sis_research/4423
https://ink.library.smu.edu.sg/context/sis_research/article/5426/viewcontent/Quantifying_activity_levels_of_community_dwelling_seniors_through_beacon_monitoring_pv_2019.pdf
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