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. Author manuscript; available in PMC: 2020 Dec 1.
Published in final edited form as: J Adolesc. 2019 Nov 15;77:163–167. doi: 10.1016/j.adolescence.2019.10.011

Table 3.

Adjusted prevalencesa of time use characteristics, sleep-wake problems, and depression risk by sleep duration category. START 2016

Hours of sleep (in 15 min. intervals) p-valuea
(df=4)
< 6 6–6.75 7–7.5 7.75–8.25 8.5–10
Time use characteristics
Computer non-school screen time >2 hours/day 66.4% 60.3% 49.9% 41.1% 41.4% <.0001
Ever use device with screen after getting into bed for night 93.8 96.9 90.9 84.7 73.1 <.0001
Does homework before school 18.5 18.4 14.3 16.8 11.0 .089
Does homework on school nights 45.1 53.3 61.7 65.5 65.7 <.0001
Has job before school Essentially 0% N/A
Has job on school nights 5.4 9.6 5.8 5.3 5.4 .11
Plays sports before school 6.3 2.7 4.1 3.4 3.4 .45
Plays sports on school nights 38.3 48.9 57.6 50.8 49.6 .0016
Extracurriculars before school 7.6 4.5 3.2 3.9 3.0 .191
Extracurriculars on school nights 32.7 31.5 37.1 34.5 33.8 .57
Does chores before school 12.7 11.3 10.1 10.9 9.3 .84
Does chores on school nights 47.9 63.6 61.1 58.3 58.4 .025
Sleep-wake problems
20+ minutes to fall asleep on school days 41.0 26.8 22.8 23.3 27.9 .0003
In the last 2 weeks, has:
Woke too early and couldn’t get back to sleep 56.2 45.0 40.2 42.7 48.6 .0097
Needed to be told more than once to get up in morning 68.9 62.5 54.9 49.8 48.6 <.0001
Slept later than noon 64.5 46.2 40.7 30.3 20.9 <.0001
Arrived late to class because they overslept 22.0 17.6 10.8 8.4 5.7 <.0001
Fallen asleep in class 48.0 39.8 33.0 24.0 20.7 <.0001
Felt tired or sleepy during day, every day 41.2 28.9 23.9 21.0 21.7 <.0001
Kandel-Davies depressive symptoms scale
At high risk of depression (depressive symptoms score ≥ 23) 27.2 14.5 10.5 9.6 8.4 <.0001
a

Marginal means from generalized linear mixed models adjusted for sex (male vs. female), age, free/reduced lunch eligibility (yes, no, don’t know), parents’ highest educational attainment (college completion vs. some college or less), and race/ethnicity (white non-Hispanic vs. non-white and/or Hispanic); school ID included as random effect due to students nested within schools