Feasibility of A Smartwatch Platform to Assess Ecological Mobility: Real-time Online Assessment and Mobility Monitor (ROAMM).

Emily J SmailJordan M AlpertMamoun T MardiniChristopher N KaufmannChen BaiThomas M GillRoger B FillingimErta CenkoRuben ZapataYashaswi KarnatiMichael MarsiskeSanjay RankaTodd M Manini

Published in: The journals of gerontology. Series A, Biological sciences and medical sciences (2023)

ROAMM was usable, acceptable, and effective at measuring mobility and risk factors for mobility decline in our pilot sample. Additional work with a larger and more diverse sample is necessary to confirm associations between smartwatch-measured features and traditional measures. By monitoring multiple data streams simultaneously in ecological settings, this technology could uniquely contribute to the evolution of mobility measurement and risk factors for mobility loss.

Keyphrases

climate change
randomized controlled trial
clinical trial
human health
study protocol
high throughput
machine learning
health information
deep learning
artificial intelligence
data analysis