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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2019
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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 |
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Activity levels Ageing-in-place Beacons Frailty Non-intrusive Sensor monitoring Social isolation Gerontology OS and Networks Software Engineering |
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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 |
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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. |
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text |
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GOH, Jin Qiang TAN, Hwee-Pink TAN, Hwee Xian |
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GOH, Jin Qiang TAN, Hwee-Pink TAN, Hwee Xian |
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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 |
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Institutional Knowledge at Singapore Management University |
publishDate |
2019 |
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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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