The association between evening social media use and delayed sleep may be causal: Suggestive evidence from 120 million Reddit timestamps

被引:8
|
作者
Meyerson, William U. [1 ,2 ,5 ]
Fineberg, Sarah K. [3 ]
Andrade, Fernanda C. [4 ]
Corlett, Philip [3 ,8 ]
Gerstein, Mark B. [2 ,5 ,6 ,7 ]
Hoyle, Rick H. [4 ]
机构
[1] Duke Univ, Sch Med, Dept Psychiat & Behav Sci, Durham, NC 27710 USA
[2] Yale Univ, Dept Mol Biochem & Biophys, New Haven, CT USA
[3] Yale Univ, Dept Psychiat, New Haven, CT USA
[4] Duke Univ, Dept Psychol & Neurosci, Durham, NC USA
[5] Yale Univ, Program Computat Biol & Bioinformat, New Haven, CT USA
[6] Yale Univ, Dept Comp Sci, New Haven, CT USA
[7] Yale Univ, Dept Stat & Data Sci, New Haven, CT USA
[8] Yale Univ, Wu Tsai Inst, New Haven, CT USA
关键词
Social media; Sleep; Data mining; ADOLESCENTS; DURATION; YOUNG; TIME; DISTURBANCE; DEPRESSION; INSOMNIA; QUALITY;
D O I
10.1016/j.sleep.2023.04.021
中图分类号
R74 [神经病学与精神病学];
学科分类号
摘要
Public health officials and clinicians routinely advise social media users to avoid nighttime social media use due to the perception that this delays the onset of sleep and predisposes to the health risks of insufficient sleep. With some exceptions, the evidence behind this advice mostly derives from surveys identifying an association between self-reported social media usage and self-reported sleep patterns. In principle, these associations could alternatively be explained by users turning to social media to pass the time when they are otherwise having difficulty sleeping, or by individual differences that draw some people to frequent social media use, or by offline activities that overlap with both social media use and delayed sleep. To attempt to distinguish among these explanations, we leveraged estimated bedtimes from 44,000 Reddit users reported in a recent study and their 120 million posts to test whether the relationship between sleep and social media has properties suggestive of a causal relationship. We find that users are especially likely to be active on Reddit after their bedtime (and therefore awake) on nights that they posted to Reddit shortly before bedtime, especially if they posted multiple times or in high -engagement forums that night. Overall, this study lends additional support to the notion that there likely is some causal effect of evening social media use on delayed sleep onset.& COPY; 2023 Elsevier B.V. All rights reserved.
引用
收藏
页码:212 / 218
页数:7
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