Table 1. Nocturnal sleep-related variables, their definitions and descriptive data based on 24-h waist-worn accelerometer movement/non-movement data signals captured across all 12 ISCOLE country sites.
Variable | Definition | Mean±s.d. (range) across sites and range if applicable |
---|---|---|
Nocturnal sleep onset | The clock time of the first of 5 consecutive SIA-scored sleep minutes between the clock times of 1900 and 0559 hours | 2218±0059 (1940–0307) hours |
Nocturnal sleep offset | The clock time of the first minute of 20 consecutive minutes (between 2140 and 0459 hours) or 10 consecutive minutes (between 0500 and 1158 hours) scored as wake using SIA taken from the last sleep episode occurring during sleep period time | 0707±0050 (0242–1109) hours |
Midpoint | Mean clock time between nocturnal sleep onset and sleep offset; used to chronotype individuals as early or late sleepers (Table 2) | 0243±0050 (2346–0626) hours |
Sleep period time | Duration of time (minutes) from nocturnal sleep onset to nocturnal sleep offset, including all minutes scored as sleep/wake after onset using SIA | 529.6±53.5 (316–809) |
Sleep episode | Continuity of movement/non-movement patterns (⩾160 min) scored as SIA-defined sleep, including isolated SIA-scored minutes of wake, ends with the first of 10 consecutive minutes (between 0500 and 1158 hours) or 20 consecutive minutes (between 0940 and 0459 hours) of SIA-scored wake minutes | Frequency of nights with 1 sleep episode: 42 008 (91.7%) 2 sleep episodes: 3641 (7.9%) 3 sleep episodes: 172 (0.4%) 4 sleep episodes: 3 (0%) |
Total sleep episode time (TSET) | Total minutes from all sleep episodes (including isolated wake minutes contained within sleep episodes) occurring during the sleep period time | 529.0±53.7 (316–809) |
Wake episode | An occurrence of ⩾20 consecutive SIA-scored wake minutes preceded and followed by a sleep episode; ends with 1 min classified as sleep | Frequency of nights with 0 wake episodes: 42 008 (91.7%) 1 wake episode: 3641 (7.9%) 2 wake episodes: 172 (0.4%) 3 wake episodes: 3 (0%) |
Total wake episode time | Total minutes from all wake episodes occurring during TSET | 0.6±4.0 (0–116.7) |
Sleep episode efficiency | Total sleep episode time divided by sleep period time (expressed in %) | 99.9±0.7% (78.7–100%) |
Total restful (non-movement) sleep time | Accumulated minutes at 0 or <100 activity counts per minute during sleep episodes | Cutoff =0: 459.5±49.2 (237.6–764.3) Cutoff <100: 508.6±52.0 (301.2–797.3) |
Sleep episode movements | Accumulated minutes >0 or ⩾100 activity counts per minute occurring during sleep episodes | Cutoff>0: 69.5±17.6 (9.3–164.8) Cutoff ⩾100: 20.4±7.6 (2.3–60.7) |
Total disrupted sleep | Accumulated minutes >0 or ⩾100 activity counts per minute from all wake episodes plus activity-count defined sleep episode movements | Cutoff>0: 70.1±18.0 (9.3–164.8) Cutoff⩾100: 21.0±8.6 (2.3–128.9) |
Restful sleep efficiency | Total restful sleep time at 0 or <100 activity counts per minute divided by sleep period time (expressed in %) | Cutoff=0: 86.8±3.1% (60.2–98.7%) Cutoff<100: 96.0±1.6% (76.5–99.5%) |
Note: SIA denotes a Sadeh+inclinometer algorithm, described in detail in Barreira et al.12