Table 2.
Sleep quality metrics, measurement methods, and cutoff of good or poor sleep.
Clinical term, original term, and measurement method | Cutoff | ||
Subjective sleep quality | |||
|
Pittsburgh Sleep Quality Index [31,38] | Good: ≤5 and poor: >5 [31]; good: ≤7 and poor: >7 [38] | |
|
Sleep rating (SleepAsAndroid app) [20] | N/Aa | |
|
Leeds Sleep Evaluation Questionnaire [19] | N/A | |
|
Sleep rating (SleepApp) [19] | N/A | |
SEb | |||
|
SE (Fitbit) [33] | Good: ≥95% and poor: <95% | |
|
Efficiency (MS Band) [43] | N/A | |
|
SE (Polar) [40] | Good: >mean (SD) and poor: <mean (SD) | |
|
SE (Garmin) [42] | Good: ≥85% and poor: <85% | |
SOLc (minutes) | |||
|
Minutes to fall asleep (Fitbit) [16] | N/A | |
|
SOL (SleepAsAndroid app) [20] | N/A | |
|
Sleep latency (Garmin) [42] | Good: ≤15, average: 15-30, and poor: >30 | |
|
Time to fall asleep (MS Band) [43] | N/A | |
Time at lights off | |||
|
Bedtime (Fitbit) [35] | Normal bedtime: median of a participant’s bedtimes; deviation categories were 1-30 minutes, 30-60 minutes, 1-2 hours, 2-3 hours, and ≥3 hours | |
|
Bedtime (Fitbit) [37] | N/A | |
|
Bedtime as estimated by the time of the last network signal [36] | N/A | |
Wake after sleep onset (minutes) | |||
|
Awake minutes (Garmin) [42] | Good: ≤20 and poor: >20 | |
|
Minutes awake (Fitbit) [16] | Good: ≤30 and poor: >30 | |
Number of awakenings >5 minutes | |||
|
Awakenings >5 minutes (Garmin) [42] | Good: ≤1 and poor: >1 | |
|
Number of wakeups (MS Band) [43] | N/A | |
Time in bed (minutes) | |||
|
Time in bed (MS Band) [34] | N/A | |
Total sleep time (minutes) | |||
|
Minutes asleep (Fitbit) [16] | Good: 420-540 and poor: <420 or >540 | |
Original metrics (no corresponding medical term) | |||
|
Sleep ratio=the ratio of the sleep minutes with normal heart rate versus total sleep time (Fitbit) [44] | Good: >90%, normal: 60%-90%, and bad: <60% | |
|
Number of awakenings per hour [20] | N/A | |
|
Awakening count including restlessness (Fitbit) [16] | N/A | |
|
Permutation entropy of Fitbit measured sleep state time series [37] | N/A |
aN/A: not applicable.
bSE: sleep efficiency.
cSOL: sleep onset latency.