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Validating a Commercial Device for Continuous Activity Measurement in the Older Adult Population for Dementia
Tanvi Banerjee1, Matthew Peterson2, Quintin Oliver1
1Department of Computer Science and Engineering, Wright State University, 303 Russ Engineering Building, 3640 Colonel Glenn Highway, Dayton, Ohio 45435 USA.
Commercial fitness trackers show promise for monitoring older adults with dementia. Heart rate, breathing rate, and step count are reliable, but lung volume and activity levels require further validation for clinical use.
Area of Science:
- Gerontology
- Biomedical Engineering
- Digital Health
Background:
- Fitness devices offer potential for managing chronic diseases in older adults, including dementia.
- Monitoring physiological data like heart rate and activity levels can help predict behavioral symptoms in dementia patients.
- Commercial fitness trackers require validation for clinical use in older adult populations.
Purpose of the Study:
- To validate the accuracy of a commercial fitness tracker (Hexoskin sensor vest) for physiological monitoring in older adults.
- To assess the reliability of measures including heart rate, breathing rate, lung volume, step count, and activity level.
- To determine the suitability of fitness trackers for managing chronic diseases in the elderly.
Main Methods:
- Thirty-one participants aged 65 and older were enrolled in the study.
- Physiological data including heart rate, breathing rate, lung volume, step count, and activity level were collected using the Hexoskin sensor vest.
- Data were compared against clinically accepted gold standard measurements.
Main Results:
- Step count, heart rate, and breathing rate demonstrated strong correlations with gold standard values.
- Lung volume and activity level measurements showed weaker correlations, indicating lower reliability.
- The Hexoskin sensor vest shows potential for monitoring specific physiological parameters in older adults.
Conclusions:
- Fitness trackers like Hexoskin can reliably measure heart rate, breathing rate, and step count in older adults.
- Lung volume and activity level measurements from current fitness trackers need cautious interpretation in this population.
- Further research and validation are necessary before widespread clinical adoption for managing dementia symptoms.
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