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Association between Continuous Wearable Activity Monitoring and Self-Reported Functioning in Assisted Living Facility
1Juho Merilahti, VTT Technical Research Centre of Finland, researcher at Digital Health group, Kaitoväylä 1, 90570, P.O. Box 1100, Oulu, Finland, Tel: +358 40 7781 104, Fax: +358 20 722 3380,
The Journal of Frailty & Aging
|November 25, 2016
Summary
Objective physical activity monitoring using wrist actigraphy can track functional decline in older adults. Lower activity levels and disrupted sleep patterns correlate with increased daily living difficulties.
Area of Science:
- Gerontology
- Biomedical Engineering
- Sleep Science
Background:
- Assessing physical functioning is crucial for maintaining independent living in older adults.
- Preclinical assessment and continuous monitoring of physical function during daily life are highly beneficial.
Purpose of the Study:
- To analyze associations between objectively measured physical activity and sleep patterns (via wrist actigraphy) and self-reported difficulties in activities of daily living.
- To investigate these associations in residents of assisted living facilities and nursing homes.
Main Methods:
- Utilized wrist actigraphy to monitor physical activity and sleep patterns in 36 residents (average age 80.4 years) without dementia.
- Correlated actigraphy-derived indices (activity level, rhythm, sleep patterns, external stimuli response) with activities of daily living measures using Spearman rank-order correlation.
- Applied Bonferroni correction for multiple comparisons.
Main Results:
- Significant negative correlations were found between activity level (ρ=-0.49, p<0.05) and night-time activity variance (ρ=-0.69, p<0.01) with activities of daily living scores.
- A trend was observed between the similarity of individual activity patterns to facility common activities and activities of daily living (ρ=-0.44, p<0.1).
- Longitudinal analysis indicated associations between sleep/activity patterns and local weather variables.
Conclusions:
- Actigraphy provides objective insights into older adults' behavior, reflecting functional status and changes within care facilities.
- Individual variability in activity patterns was substantial, potentially limiting result reliability.
- External factors like weather and facility activities influence behavior and require consideration in future research.
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