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. 2021 Sep 30;21:1598. doi: 10.1186/s12889-021-11640-9

Table 1.

Study characteristics of the 49 included studies in the systematic review

n (%)
Geographic location
 North America 18 (37)
 Europe 23 (47)
 Australia and New Zealand 5 (10)
 Several western countries included 3 (6)
Age range
 0–5 years 11 (22)
 6–12 years 13 (27)
 13–15 years 23 (47)
 0–15 yearsa 2 (4)
Study design
 RCT study 3 (6)
 Quasi-experimental study 2 (4)
 Prospective cohort study 15 (31)
 Cross-sectional study 29 (59)
Electronic media devicesb
 Television 18 (37)
 Video game 12 (25)
 Mobile phone/smartphone 13 (27)
 Computer/internet 14 (29)
 Touchscreen/tablet 3 (6)
 Social media 7 (14)
 Total screen time 43 (21)
 Electronic media devices in the bedroom 5 (10)
 Media content (e.g., violent content) 1 (2)
Sleep outcomec
 Delayed bedtime/sleep onset latency 22 (45)
 Poor sleep quality 19 (29)
 Short sleep duration 36 (73)
 Daytime tiredness 15 (31)

aWe have predefined three age group categories. If a study included data on ages overlapping the defined age categories, we used the mean age to allocate the study to an age category. A few studies (n = 2) included a large age span

bAs some articles examine several electronic media devices within the same study, this column does not add up to 100%

cAs some articles examine several sleep outcomes within the same study, this column does not add up to 100%