Journal
JMIR MHEALTH AND UHEALTH
Volume 6, Issue 4, Pages -Publisher
JMIR PUBLICATIONS, INC
DOI: 10.2196/mhealth.9341
Keywords
activity tracker; data mining; Internet of Things; load management; physical activity; smartwatch
Funding
- German Research Foundation (DFG)
- University of Wuerzburg through the Open Access Publishing funding program
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Although it is becoming increasingly popular to monitor parameters related to training, recovery, and health with wearable sensor technology (wearables), scientific evaluation of the reliability, sensitivity, and validity of such data is limited and, where available, has involved a wide variety of approaches. To improve the trustworthiness of data collected by wearables and facilitate comparisons, we have outlined recommendations for standardized evaluation. We discuss the wearable devices themselves, as well as experimental and statistical considerations. Adherence to these recommendations should be beneficial not only for the individual, but also for regulatory organizations and insurance companies.
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