The DOI matches its Crossref record; 40 of the 42 references it cites were found in a registry or an index.
“To sleep, perchance to tweet”: in-bed electronic social media use and its associations with insomnia, daytime sleepiness, mood, and sleep duration in adults
Abstract
Objectives The use of mobile device-based electronic social media (ESM) in bed is rapidly becoming commonplace, with potentially adverse impacts on sleep and daytime functioning. The purpose of this study was to determine the extent to which in-bed ESM use is associated with insomnia, daytime sleepiness, mood, and sleep duration in adults.Methods This was a cross-sectional observational study conducted among 855 hospital employees and university students (mean age, 43.6years; 85% female) via an online questionnaire.Results Nearly 70% of participants indulged in in-bed ESM use, with nearly 15% spending an hour or more a night doing so. The degree of in-bed ESM use did not vary by gender, but higher levels of in-bed ESM use were seen in younger and middle-aged than elderly participants. Compared with participants with no in-bed ESM use and controlling for age, gender, and ethnicity, participants with high in-bed ESM use were more likely to have insomnia, anxiety, and short sleep duration on weeknights, but not depression or daytime sleepiness; low in-bed ESM use only increased the likelihood of short sleep duration on weeknights. In-bed ESM use by a bed partner did not have an adverse association with sleep or mood.Conclusions In-bed ESM use is associated with sleep and mood dysfunction in adults. These findings are of relevance to clinicians, therapists, and the public at large, as they suggest that limitation of in-bed ESM use is a potential interventional strategy in the overall management of sleep hygiene and mental health.
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“Although some studies have linked more time on social media to increased depressive or anxious symptoms [10,47]”
From Understanding Links Between Social Media Use, Sleep and Mental Health: Recent Progress and Current Challenges (2019) · cites this paper as [10]
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Cites
A New Method for Measuring Daytime Sleepiness: The Epworth Sleepiness Scale
Johns, M. W. (1991) · Sleep · doi:10.1093/sleep/14.6.540 · Cited by 17,364
An Ultra-Brief Screening Scale for Anxiety and Depression: The PHQ–4
Kroenke, K., Spitzer, R. L., Williams, J. B. W., & Löwe, B. (2009) · Psychosomatics · doi:10.1016/s0033-3182(09)70864-3 · Cited by 4,261
Online Social Networking and Addiction—A Review of the Psychological Literature
Kuss, D. J., & Griffiths, M. D. (2011) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph8093528 · Cited by 2,038
Social networking sites and addiction: Ten lessons learned
Kuss, D., & Griffiths, M. (2017) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph14030311 · Cited by 1,603
Demirci, K., Akgönül, M., & Akpinar, A. (2015) · Journal of Behavioral Addictions · doi:10.1556/2006.4.2015.010 · Cited by 1,529
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
Sleep Disorders and Sleep Deprivation: An Unmet Public Health Problem
(2006) · PsycEXTRA Dataset · doi:10.1037/e719732007-001 · Cited by 1,333
Woods, H. C., & Scott, H. (2016) · Journal of Adolescence · doi:10.1016/j.adolescence.2016.05.008 · Cited by 1,302
Thomée, S., Härenstam, A., & Hagberg, M. (2011) · BMC Public Health · doi:10.1186/1471-2458-11-66 · Cited by 1,269
Lemola, S., Perkinson-Gloor, N., Brand, S., Dewald-Kaufmann, J. F., & Grob, A. (2015) · Journal of Youth and Adolescence · doi:10.1007/s10964-014-0176-x · Cited by 940
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Interplay between social media use, sleep quality, and mental health in youth: a systematic review
Alonzo, R., Hussain, J., Stranges, S., & Anderson, K. K. (2021) · Sleep Medicine Reviews · doi:10.1016/j.smrv.2020.101414 · Cited by 456
Scott, H., Biello, S. M., & Woods, H. C. (2019) · BMJ Open · doi:10.1136/bmjopen-2019-031161 · Cited by 221
“56 57 Recent studies on general technology use have supported bidirectional links between higher technology use and shorter sleep in adolescents, 58 with evidence Open access that restricting phone access can advance bedtimes and extend sleep opportunity.”
BackgroundProblematic Social Media Use and Its Relationship with Depression or Anxiety: A Systematic Review
Lopes, L. S., Valentini, J. P., Monteiro, T. H., Costacurta, M. C. D. F., Soares, L. O. N., Telfar-Barnard, L., & Nunes, P. V. (2022) · Cyberpsychology, Behavior, and Social Networking · doi:10.1089/cyber.2021.0300 · Cited by 197
“169”
Bhat, S., & Chokroverty, S. (2021) · Sleep Medicine · doi:10.1016/j.sleep.2021.07.021 · Cited by 153
Self-citationScott, H., & Woods, H. C. (2019) · Current Sleep Medicine Reports · doi:10.1007/s40675-019-00148-9 · Cited by 105
Metadata
- Authors
- Bhat, S., Pinto-Zipp, G., Upadhyay, H., & Polos, P. G.
- Affiliations
- John F. Kennedy Medical Center (US)
- Corresponding author
- Bhat, Sushanth
- ORCID
- Upadhyay, Hinesh
- Venue
- Sleep Health
- Publisher
- Elsevier BV
- Published
- 2018-04
- Volume
- 4
- Issue
- 2
- Pages
- 166-173
- ISSN
- 2352-7218 (ISSN-L)
- OpenAlex
- W2783475325
- Cited by
- 114
- References
- 42
- Citations by year
- 2026: 7 · 2025: 20 · 2024: 16 · 2023: 16 · 2022: 20 · 2021: 18 · 2020: 8 · 2019: 7 · 2018: 2
- FWCI
- 11.46
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- Sleep Health (publishedVersion)
- PubMed (publishedVersion)
- 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
- insomnia, daytime sleepiness, mood, anxiety, depression, sleep duration, sleep hygiene, mobile devices, adults
- MeSH terms
- Sleepiness, Adolescent, Adult, Affect, Aged, Beds, Cross-Sectional Studies, Female, Humans, Sleep Initiation and Maintenance Disorders, Male, Middle Aged, Surveys and Questionnaires, Sleep, Time Factors, Young Adult, Social Media
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