Performance of seven consumer sleep-tracking devices compared with polysomnography
Chinoy ED, Cuellar JA, Huwa KE, et al. · Sleep 44(5):zsaa291 · 2021
Key finding
Consumer devices estimated total sleep well but were poor at sleep stages — trust duration, not deep/REM.
Citation
Related guides
How you feel is the primary metricFrom 'how do you feel' to a sleep studyWhat to trust on your wearable
Related studies
OrthosomniaCase series of people whose fixation on tracker data worsened their sleep — Galpin's health-anxiety warning has a name.Wearable sleep technology in clinical and research settingsReview of what wearables can and cannot measure; stage classification and 'sleep scores' lack validation.
Track it, don't guess it
SleepShred turns this research into a 20-second daily habit: log your night, see which of your own behaviours move your sleep, and screen for the disorders nobody diagnoses.
Get SleepShred for iPhoneEducational summary of published research, not medical advice. Screening scores are not diagnoses. If a score is elevated or you feel unwell, talk to a clinician.