TY  - JOUR
A1  - Düking, Peter
A1  - Fuss, Franz Konstantin
A1  - Holmberg, Hans-Christer
A1  - Sperlich, Billy
T1  - Recommendations for assessment of the reliability, sensitivity, and validity of data provided by wearable sensors designed for monitoring physical activity
JF  - JMIR Mhealth and Uhealth
N2  - 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.
KW  - internet of things
KW  - activity tracker
KW  - data mining
KW  - load management
KW  - physical activity
KW  - smartwatch
Y1  - 2018
U6  - http://nbn-resolving.de/urn/resolver.pl?urn:nbn:de:bvb:20-opus-176202
VL  - 6
IS  - 4
ER  -