Social Media Use Before Bed and Sleep Disturbance Among Young Adults in the United States: A Nationally Representative Study
Open accessAbstract
Study Objectives: Social media (SM) use has been positively associated with disturbed sleep among young adults. However, previous studies have not elucidated the specific importance of SM use immediately before bed. We aimed to determine the independent association of SM use during the 30 minutes before bed and disturbed sleep while controlling for covariates including total SM use throughout the day. Methods: We assessed a nationally representative sample of 1763 US young adults aged 19–32. Participants estimated to what extent they used SM in the 30 minutes before bed. We assessed sleep disturbance using the brief Patient-Reported Outcomes Measurement Information System (PROMIS®) Sleep Disturbance measure. After testing the proportional odds assumption, we used ordered logistic regression to compute the independent association between SM use before bed and sleep disturbance controlling for covariates, including total SM use. Results: Compared with those who rarely or very rarely check SM in the 30 minutes before bed, those who often or very often check SM at that time had an adjusted odds ratio of 1.62 (95% confidence interval = 1.31–2.34) for increased sleep disturbance. Additionally, we found a significant linear trend in the odds ratios between the frequency of checking SM in the 30 minutes before bed and increased sleep disturbance (p = .007). Results were consistent in all sensitivity analyses. Conclusions: SM use in the 30 minutes before bed is independently associated with disturbed sleep among young adults. Future work should use qualitative and experimental methods to further elucidate the directionality of—and mechanisms underlying—this association.
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
The claims and statistics of this paper haven’t been checked yet.
Run the check — free, no account needed. It reads the open-access text and checks the sources it cites.
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
Time spent using social media may displace sleep directly or displace other daytime activities that are then delayed and disrupt nighttime routines.
“In terms of sleep duration, time spent using social media may displace sleep directly or displace other daytime activities (such as homework) that are then delayed and disrupt nighttime routines.9 17”
From Social media use and adolescent sleep patterns: cross-sectional findings from the UK millennium cohort study (2019) · cites this paper as [17]
The Introduction (page unavailable) proposes that daytime social media use may displace other tasks, delaying bedtime or disturbing nighttime routines; the Discussion gives schoolwork as an example. The paper does not specifically propose that time spent on social media directly displaces sleep, and it measures sleep disturbance rather than sleep duration. (LLM, conf=0.84)
Experimental — accuracy not yet measuredSocial media use at bedtime is a strong predictor of poorer sleep outcomes, independent of overall use.
“The timing of use is highly relevant for sleep, as social media use at bedtime is a strong predictor of poorer sleep outcomes, independent of overall use [14,16,17,41,42].”
From Understanding Links Between Social Media Use, Sleep and Mental Health: Recent Progress and Current Challenges (2019) · cites this paper as [14]
Self-check
Percentages, sums and reported differences re-computed from the paper’s own numbers.
The self-check needs the paper’s full text.
Cites
The Pittsburgh Sleep Quality Index: a new instrument for psychiatric practice and research
Buysse, D. J., Reynolds, C. F., Monk, T. H., Berman, S. R., & Kupfer, D. J. (1989) · Psychiatry Research · doi:10.1016/0165-1781(89)90047-4 · Cited by 35,234 · see citing works
Behavioral and Physiological Consequences of Sleep Restriction
Banks, S., & Dinges, D. F. (2007) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.26918 · Cited by 1,505 · see citing works
Screen time and sleep among school-aged children and adolescents: a systematic literature review
Hale, L., & Guan, S. (2015) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2014.07.007 · Cited by 1,468 · see citing works
Chang, A.-M., Aeschbach, D., Duffy, J. F., & Czeisler, C. A. (2015) · Proceedings of the National Academy of Sciences · doi:10.1073/pnas.1418490112 · Cited by 1,430 · see citing works
Electronic media use and sleep in school-aged children and adolescents: A review
Cain, N., & Gradisar, M. (2010) · Sleep Medicine · doi:10.1016/j.sleep.2010.02.006 · Cited by 1,376 · see citing works
Woods, H. C., & Scott, H. (2016) · Journal of Adolescence · doi:10.1016/j.adolescence.2016.05.008 · Cited by 1,302 · see citing works
Yu, L., Buysse, D. J., Germain, A., Moul, D. E., Stover, A., Dodds, N. E., Johnston, K. L., & Pilkonis, P. A. (2012) · Behavioral Sleep Medicine · doi:10.1080/15402002.2012.636266 · Cited by 1,241 · see citing works
Lin, L. Y., Sidani, J. E., Shensa, A., Radovic, A., Miller, E., Colditz, J. B., Hoffman, B. L., Giles, L. M., & Primack, B. A. (2016) · Depression and Anxiety · doi:10.1002/da.22466 · Cited by 1,111 · see citing works
Self-citationBuysse, D. J., Yu, L., Moul, D. E., Germain, A., Stover, A., Dodds, N. E., Johnston, K. L., Shablesky-Cade, M. A., & Pilkonis, P. A. (2010) · Sleep · doi:10.1093/sleep/33.6.781 · Cited by 850 · see citing works
Metabolic consequences of sleep and sleep loss
Van Cauter, E., Spiegel, K., Tasali, E., & Leproult, R. (2008) · Sleep Medicine · doi:10.1016/s1389-9457(08)70013-3 · Cited by 812 · see citing works
Social Networking Sites, Depression, and Anxiety: A Systematic Review
Seabrook, E. M., Kern, M. L., & Rickard, N. S. (2016) · JMIR Mental Health · doi:10.2196/mental.5842 · Cited by 763 · see citing works
Media Use in School-Aged Children and Adolescents
COUNCIL ON COMMUNICATIONS AND MEDIA, Hill, D., Ameenuddin, N., Chassiakos, Y. (. R., Cross, C., Radesky, J., Hutchinson, J., Levine, A., Boyd, R., Mendelson, R., et al. (2016) · Pediatrics · doi:10.1542/peds.2016-2592 · Cited by 622 · see citing works
Who gets the best sleep? Ethnic and socioeconomic factors related to sleep complaints
Grandner, M. A., Patel, N. P., Gehrman, P. R., Xie, D., Sha, D., Weaver, T., & Gooneratne, N. (2010) · Sleep Medicine · doi:10.1016/j.sleep.2009.10.006 · Cited by 562 · see citing works
Gradisar, M., Wolfson, A. R., Harvey, A. G., Hale, L., Rosenberg, R., & Czeisler, C. A. (2013) · Journal of Clinical Sleep Medicine · doi:10.5664/jcsm.3272 · Cited by 498 · see citing works
Greenwood, S., Perrin, A., & Duggan, M. (2016) · Cited by 496 · see citing works
The association between social media use and sleep disturbance among young adults
Levenson, J. C., Shensa, A., Sidani, J. E., Colditz, J. B., & Primack, B. A. (2016) · Preventive Medicine · doi:10.1016/j.ypmed.2016.01.001 · Cited by 447 · see citing works
Self-citationInsomnia: A Clinical Guide to Assessment and Treatment
Morin, C. M., & Espie, C. A. (2007) · Digital Access to Libraries (Université catholique de Louvain (UCL), l'Université de Namur (UNamur) and the Université Saint-Louis (USL-B)) · doi:10.1007/b105845 · Cited by 406 · see citing works
Insomnia: A Clinical Guide to Assessment and Treatment
Haynes, P. L. (2004) · SLEEP · doi:10.1093/sleep/27.2.343 · Cited by 381 · see citing works
Grandner, M. A., Patel, N. P., Gehrman, P. R., Perlis, M. L., & Pack, A. I. (2010) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2009.08.001 · Cited by 291 · see citing works
The Association between Social Media Use and Eating Concerns among US Young Adults
Sidani, J. E., Shensa, A., Hoffman, B., Hanmer, J., & Primack, B. A. (2016) · Journal of the Academy of Nutrition and Dietetics · doi:10.1016/j.jand.2016.03.021 · Cited by 228 · see citing works
Self-citationSleep problems: Predictor or outcome of media use among emerging adults at university?
Tavernier, R., & Willoughby, T. (2014) · Journal of Sleep Research · doi:10.1111/jsr.12132 · Cited by 190 · see citing works
Thomée, S., Dellve, L., Härenstam, A., & Hagberg, M. (2010) · BMC Public Health · doi:10.1186/1471-2458-10-66 · Cited by 181 · see citing works
Orzech, K. M., Grandner, M. A., Roane, B. M., & Carskadon, M. A. (2016) · Computers in Human Behavior · doi:10.1016/j.chb.2015.08.049 · Cited by 167 · see citing works
Social Media Use and Perceived Emotional Support Among US Young Adults
Shensa, A. S., Sidani, J. E., Lin, L. Y., Bowman, N. D., & Primack, B. A. (2015) · Journal of Community Health · doi:10.1007/s10900-015-0128-8 · Cited by 145 · see citing works
Self-citationSleep duration and self-rated health: The national health interview survey 2008
Shankar, A., Charumathi, S., & Kalidindi, S. (2011) · SLEEP · doi:10.5665/sleep.1232 · Cited by 108 · see citing works
Vernon, L., Barber, B. L., & Modecki, K. L. (2015) · Cyberpsychology Behavior and Social Networking · doi:10.1089/cyber.2015.0107 · Cited by 104 · see citing works
Grønli, J., Byrkjedal, I. K., Bjorvatn, B., Nødtvedt, Ø., Hamre, B., & Pallesen, S. (2016) · Sleep Medicine · doi:10.1016/j.sleep.2016.02.006 · Cited by 103 · see citing works
Gringras, P., Middleton, B., Skene, D. J., & Revell, V. L. (2015) · Frontiers in Public Health · doi:10.3389/fpubh.2015.00233 · Cited by 100 · see citing works
Recent Updates in the Social and Environmental Determinants of Sleep Health
Hale, L. E., Emanuele, E., & James, S. (2015) · Current Sleep Medicine Reports · doi:10.1007/s40675-015-0023-y · Cited by 97 · see citing works
Effect of chronic sleep restriction on sleepiness and working memory in adolescents and young adults
Jiang, F., VanDyke, R. D., Zhang, J., Li, F., Gozal, D., & Shen, X. (2011) · Journal of Clinical and Experimental Neuropsychology · doi:10.1080/13803395.2011.570252 · Cited by 92 · see citing works
An, J., Sun, Y., Wan, Y., Chen, J., Wang, X., & Tao, F. (2014) · Journal of Addiction Medicine · doi:10.1097/adm.0000000000000026 · Cited by 90 · see citing works
Rångtell, F. H., Ekstrand, E., Rapp, L., Lagermalm, A., Liethof, L., Búcaro, M. O., Lingfors, D., Broman, J.-E., Schiöth, H. B., & Benedict, C. (2016) · Sleep Medicine · doi:10.1016/j.sleep.2016.06.016 · Cited by 83 · see citing works
Ayaki, M., Hattori, A., Maruyama, Y., Nakano, M., Yoshimura, M., Kitazawa, M., Negishi, K., & Tsubota, K. (2016) · Chronobiology International · doi:10.3109/07420528.2015.1119158 · Cited by 77 · see citing works
The Use of Media as a Sleep Aid in Adults
Exelmans, L., & den Bulck, J. V. (2014) · Behavioral Sleep Medicine · doi:10.1080/15402002.2014.963582 · Cited by 63 · see citing works
Associations Between Internet-Based Professional Social Networking and Emotional Distress
Jones, J. R., Colditz, J. B., Shensa, A., Sidani, J. E., Lin, L.-Y., Terry, M., & Primack, B. A. (2016) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2016.0134 · Cited by 14 · see citing works
Self-citation
Flagged first, then by citations
Cited by
Sorted by citations
Changes in sleep pattern, sense of time and digital media use during COVID‐19 lockdown in Italy
Cellini, N., Canale, N., Mioni, G., & Costa, S. (2020) · Journal of Sleep Research · doi:10.1111/jsr.13074 · Cited by 1,079 · see citing works
Screens, Teens, and Psychological Well-Being: Evidence From Three Time-Use-Diary Studies
Orben, A., & Przybylski, A. K. (2019) · Psychological Science · doi:10.1177/0956797619830329 · Cited by 414 · see citing works
Digital media use and sleep in late adolescence and young adulthood: A systematic review
Brautsch, L. A., Lund, L., Andersen, M. M., Jennum, P. J., Folker, A. P., & Andersen, S. (2023) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2022.101742 · Cited by 218 · see citing works
Tandon, A., Kaur, P., Dhir, A., & Mäntymäki, M. (2020) · Computers in Human Behavior · doi:10.1016/j.chb.2020.106487 · Cited by 209 · see citing works
Scott, H., Biello, S. M., & Woods, H. C. (2019) · BMJ Open · doi:10.1136/bmjopen-2019-031161 · Cited by 221 · see citing works
Hughes, N., & Burke, J. (2018) · Computers in Human Behavior · doi:10.1016/j.chb.2018.03.047 · Cited by 101 · see citing works
Scott, H., & Woods, H. C. (2019) · Current Sleep Medicine Reports · doi:10.1007/s40675-019-00148-9 · Cited by 105 · see citing works
Possible Effects of Social Media Use on Adolescent Health Behaviors and Perceptions
Buda, G., Lukoševičiūtė, J., Šalčiūnaitė, L., & Šmigelskas, K. (2021) · Psychological Reports · doi:10.1177/0033294120922481 · Cited by 89 · see citing works
Exelmans, L., & Scott, H. (2019) · doi:10.31234/osf.io/eqxdh · Cited by 19 · see citing works
Identifying drivers for bedtime social media use despite sleep costs: the adolescent perspective
Scott, H., Biello, S., & Woods, H. (2018) · doi:10.31234/osf.io/2xb36 · Cited by 90 · see citing works
AlYousef, N. H., Alhakeem, F. M., AlNasser, K. A., AlSinan, Z. H., Alessa, Z. K., AlDawood, F. M., Shafey, M. M., & Al-Johani, W. M. (2025) · Journal of Family and Community Medicine · doi:10.4103/jfcm.jfcm_223_25 · Cited by 4 · see citing works
“[26,27] Watching videos at rapid speed can reduce mind‑wandering, but beyond that may impair comprehension.”
- Authors
- Levenson, J. C., Shensa, A., Sidani, J. E., Colditz, J. B., & Primack, B. A.
- Affiliations
- University of Pittsburgh (US)
- Corresponding author
- Primack, Brian A
- Venue
- Sleep
- Publisher
- Oxford University Press (OUP)
- Published
- 2017-07-05
- Volume
- 40
- Issue
- 9
- ISSN
- 0161-8105 (ISSN-L)
- 1550-9109
- PMC
- PMC8205627
- OpenAlex
- W2728923370
- Cited by
- 177
- References
- 35
- Citations by year
- 2026: 26 · 2025: 29 · 2024: 26 · 2023: 21 · 2022: 13 · 2021: 20 · 2020: 26 · 2019: 11 · 2018: 3
- FWCI
- 14.04
- Type
- journal article
- Language
- en
- Open access
- bronze
- doi.org
- Licence
- academic.oup.com/journals/pages/open_access/funder_policies/chorus/standard_publication_model (vor)
- Locations
- SLEEP (publishedVersion)
- PubMed Central (publishedVersion)
- PubMed (publishedVersion)
- Funders
- NIH
- Topics
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and related disorders
- Social Sciences › Sociology and Political Science › Impact of Technology on Adolescents
- Social Sciences › Psychology › Experimental and Cognitive Psychology › Sleep and Work-Related Fatigue
- Keywords
- social media use, bedtime, sleep disorders, young adults, sleep quality
- MeSH terms
- Adult, Female, Health Surveys, Humans, Male, Sleep, Sleep Wake Disorders, United States, Logistic Models, Odds Ratio, Young Adult, Social Media
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review