title: Consumer sleep tracking devices: a review of mechanisms, validity and utility.
abstract: Consumer sleep tracking devices such as fitness trackers and smartphone apps have become increasingly popular. These devices claim to measure the sleep duration of their users and in some cases purport to measure sleep quality and awaken users from light sleep, potentially improving overall sleep. Most of these devices appear to utilize data generated from in-built accelerometers to determine sleep parameters but the exact mechanisms and algorithms are proprietary. The growing literature comparing these devices against polysomnography/actigraphy shows that they tend to underestimate sleep disruptions and overestimate total sleep times and sleep efficiency in normal subjects. In this review, we evaluate the current literature comparing the accuracy of consumer sleep tracking devices against more conventional methods used to measure sleep duration and quality. We discuss the current technology that these devices utilize as well as summarize the value of these devices in clinical evaluations and their potential limitations.
authors.affiliation: a Mayo Clinic - Center for Sleep Medicine , Rochester , MN , USA.|b Mayo Clinic - Department of Psychiatry and Psychology , Rochester , MN , USA.
authors.forename: Bhanu Prakash
authors.initials: BP
authors.lastname: Kolla
authors.affiliation: c Khosla Labs , Bengaluru , India.
authors.forename: Subir
authors.initials: S
authors.lastname: Mansukhani
authors.affiliation: a Mayo Clinic - Center for Sleep Medicine , Rochester , MN , USA.
authors.forename: Meghna P
authors.initials: MP
authors.lastname: Mansukhani
mesh_terms: D061725:Accelerometry / Q000295:instrumentation; D000465:Algorithms; D040421:Cell Phone; D006801:Humans; D017286:Polysomnography / Q000295:instrumentation*; D015203:Reproducibility of Results; D012890:Sleep / Q000502:physiology*; D014851:Wakefulness / Q000502:physiology
keywords: Sleep tracking devices; actigraph; consumer sleep tracking; fitness trackers; smartphone apps