Mainoo A*, Lokko FNT, Short JL, Frankenfeld CL and Cheskin LJ
Volume6-Issue2
Dates: Received: 2025-01-15 | Accepted: 2025-02-25 | Published: 2025-02-28
Pages: 157-171
Abstract
Aim: To review the association between social media use and adverse mental health and sleep effects among adolescents and adults.
Background: Previous research indicates that US adolescents and adults spend on average 8 – 10 hours a day on their smartphones. There is considerable variability in social media use within and outside the US. Much and often most of this time is spent on social media platforms. While there are studies that suggest that social media use can have adverse mental health and sleep impacts, few have investigated the relationships in depth, and fewer still are longitudinal analyses.
Results: Systematic search generated 9,202 research studies, of which 73 were included in this literature review based on examination of the following assessed variables: anxiety, depression, loneliness, social media network use and sleep quality. Strong positive associations between social media use and adverse mental health and sleep effects among adolescents and adults were detected overall in these studies.
Conclusion: This literature review confirms and strengthens the evidence that social media use is associated with adverse mental health and sleep effects among both adolescents and adults. Future research using other study designs is needed to better understand and develop interventions to mitigate the adverse effects on mental health and sleep quality of social media use.
FullText HTML
FullText PDF
DOI: 10.37871/jbres2068
Certificate of Publication

Copyright
© 2025 Mainoo A, et al. Distributed under Creative Commons CC-BY 4.0
How to cite this article
Mainoo A, Lokko FNT, Short JL, Frankenfeld CL, Cheskin LJ. Social Media Use and Adverse Mental Health and Sleep Effects among Adolescents and Adults A Systematic Review. J Biomed Res Environ Sci. 2025 Feb 28; 6(2): 157-171. doi: 10.37871/jbres2068, Article ID: JBRES2068, Available at: https://www.jelsciences. com/articles/jbres2068.pdf
Subject area(s)
References
- Influence and Impact: The power of social media and behavioral science in development. 2024.
- Conversation DRS. Teens are spending the equivalent of a 40-hour work week on their devices. Here’s how to help them find the right balance. Fortune Well. 2023.
- Garett R, Liu S, Young SD. The Relationship Between Social Media Use and Sleep Quality among Undergraduate Students. Inf Commun Soc. 2018;21(2):163-173. doi: 10.1080/1369118X.2016.1266374. Epub 2016 Dec 20. PMID: 29628784; PMCID: PMC5881928.
- Roberts JA, Yaya LH, Manolis C. The invisible addiction: cell-phone activities and addiction among male and female college students. J Behav Addict. 2014 Dec;3(4):254-65. doi: 10.1556/JBA.3.2014.015. PMID: 25595966; PMCID: PMC4291831.
- Liu JCJ, Ellis DA. Editorial: Eating in the Age of Smartphones: The Good, the Bad, and the Neutral. Front Psychol. 2021 Dec 6;12:796899. doi: 10.3389/fpsyg.2021.796899. PMID: 34938246; PMCID: PMC8685243.
- Atske S, Atske S. Social media use in 2021. Pew Research Center. 2024.
- Paruthi S, Brooks LJ, D'Ambrosio C, Hall WA, Kotagal S, Lloyd RM, Malow BA, Maski K, Nichols C, Quan SF, Rosen CL, Troester MM, Wise MS. Recommended Amount of Sleep for Pediatric Populations: A Consensus Statement of the American Academy of Sleep Medicine. J Clin Sleep Med. 2016 Jun 15;12(6):785-6. doi: 10.5664/jcsm.5866. PMID: 27250809; PMCID: PMC4877308.
- Sleep in adolescents. Nationwide Children’s hospital.
- Why is sleep important? NHLBI, NIH. 2022.
- How sleep affects your health. NHLBI, NIH. 2022.
- How sleep deprivation impacts mental health. 2022.
- Shahid A, Wilkinson K, Marcu S, Shapiro CM. Pittsburgh Sleep Quality Index (PSQI). In Springer eBooks. 2011; 279-283. doi: 10.1007/978-1-4419-9893-4_67.
- Buysee D, Reynolds CF, Monk TH, Berman SR, Kupfer DJ. Pittsburgh sleep quality index [Dataset]. In PsycTESTS Dataset. 1989. doi: 10.1037/t05178-000.
- Chalermchutidej W, Manaboriboon B, Sanpawitayakul G, Theppiban S, In-Iw S. Sleep, social media use and mental health in female adolescents aged 12 to 18 years old during the COVID-19 pandemic. BMC Pediatr. 2023 Aug 14;23(1):398. doi: 10.1186/s12887-023-04218-4. PMID: 37580671; PMCID: PMC10424329.
- Chaveepojnkamjorn W, Srikaew J, Satitvipawee P, Pitikultang S, Khampeng S. Association between media use and poor sleep quality among senior high school students: a cross-sectional study. F1000Res. 2023 Aug 8;10:1116. doi: 10.12688/f1000research.54818.2. PMID: 37637503; PMCID: PMC10457560.
- Olivares-Guido CM, Tafoya SA, Aburto-Arciniega MB, Guerrero-López B, Diaz-Olavarrieta C. Problematic Use of Smartphones and Social Media on Sleep Quality of High School Students in Mexico City. Int J Environ Res Public Health. 2024 Sep 4;21(9):1177. doi: 10.3390/ijerph21091177. PMID: 39338060; PMCID: PMC11431134.
- Wong HY, Mo HY, Potenza MN, Chan MNM, Lau WM, Chui TK, Pakpour AH, Lin CY. Relationships between Severity of Internet Gaming Disorder, Severity of Problematic Social Media Use, Sleep Quality and Psychological Distress. Int J Environ Res Public Health. 2020 Mar 13;17(6):1879. doi: 10.3390/ijerph17061879. PMID: 32183188; PMCID: PMC7143464.
- Zhuang J, Mou Q, Zheng T, Gao F, Zhong Y, Lu Q, Gao Y, Zhao M. A serial mediation model of social media addiction and college students' academic engagement: the role of sleep quality and fatigue. BMC Psychiatry. 2023 May 12;23(1):333. doi: 10.1186/s12888-023-04799-5. PMID: 37173670; PMCID: PMC10176952.
- Saman JA, Valinejadi A, Mohammadi S, Karimpor H, Mirzaei M, Kawyannejad R. Assessment of relationship between the use of cell phone and social networks and sleep quality in students of medical sciences: A cross-sectional study. Interv Med Appl Sci. 2020 Sep 16;11(3):131-135. doi: 10.1556/1646.10.2018.30. PMID: 36343296; PMCID: PMC9467331.
- Şimşek Y, Tekgül N. Sleep quality in adolescents in relation to age and sleep-related habitual and environmental factors. The Journal of Pediatric Research. 2019;6(4):307–313. doi: 10.4274/jpr.galenos.2019.86619.
- Wang TJ, Kang CL, Tsai JL, Song WT, Lien AS. Social media (Facebook) improper use and the influence of sleeping quality in Taiwan's university students. Sci Prog. 2021 Apr-Jun;104(2):368504211011878. doi: 10.1177/00368504211011878. PMID: 33926304; PMCID: PMC10454750.
- Wang C, Mattingly S, Payne J, Lizardo O, Hachen DS. The impact of social networks on sleep among a cohort of college students. SSM Popul Health. 2021 Oct 2;16:100937. doi: 10.1016/j.ssmph.2021.100937. PMID: 34660878; PMCID: PMC8502769.
- Aldhawyan AF, Alfaraj AA, Elyahia SA, Alshehri SZ, Alghamdi AA. Determinants of Subjective Poor Sleep Quality in Social Media Users Among Freshman College Students. Nat Sci Sleep. 2020 May 15;12:279-288. doi: 10.2147/NSS.S243411. PMID: 32523388; PMCID: PMC7237109.
- Al-Garni AM, Alamri HS, Asiri WMA, Abudasser AM, Alawashiz AS, Badawi FA, Alqahtani GA, Ali Alnasser SS, Assiri AM, Alshahrani KTS, Asiri OAS, Moalwi OH, Alqahtani MS, Alqhatani RS. Social Media Use and Sleep Quality Among Secondary School Students in Aseer Region: A Cross-Sectional Study. Int J Gen Med. 2024 Jul 15;17:3093-3106. doi: 10.2147/IJGM.S464457. PMID: 39049834; PMCID: PMC11268709.
- Kinsella JE, Chin BN. Mechanisms Linking Social Media Use and Sleep in Emerging Adults in the United States. Behav Sci (Basel). 2024 Sep 9;14(9):794. doi: 10.3390/bs14090794. PMID: 39336009; PMCID: PMC11428943.
- Li X, Li H, Luo J. Cross-lagged panel analysis of the relationship between social networking sites use (SNSU) and sleep problems among university students. BMC Public Health. 2024 Aug 22;24(1):2283. doi: 10.1186/s12889-024-19840-9. PMID: 39174938; PMCID: PMC11342664.
- Yang H, Wu D, Li D, Yin H. The impact of loneliness on sleep quality in adolescents: a moderated chain mediation model. Current Psychology. 2024;43(35):28121–28133. doi: 10.1007/s12144-024-06411-9.
- Scott H, Biello SM, Woods HC. Social media use and adolescent sleep patterns: cross-sectional findings from the UK millennium cohort study. BMJ Open. 2019 Oct 22;9(9):e031161. doi: 10.1136/bmjopen-2019-031161. PMID: 31641035; PMCID: PMC6830469.
- Bergfeld NS, Van den Bulck J. It's not all about the likes: Social media affordances with nighttime, problematic, and adverse use as predictors of adolescent sleep indicators. Sleep Health. 2021 Oct;7(5):548-555. doi: 10.1016/j.sleh.2021.05.009. Epub 2021 Jul 17. PMID: 34281814.
- Azhari A, Toms Z, Pavlopoulou G, Esposito G, Dimitriou D. Social media use in female adolescents: Associations with anxiety, loneliness, and sleep disturbances. Acta Psychol (Amst). 2022 Sep;229:103706. doi: 10.1016/j.actpsy.2022.103706. Epub 2022 Aug 13. PMID: 35973307.
- Serenko A, Turel O, Bohonis H. The impact of social networking sites use on health-related outcomes among UK adolescents. Computers in Human Behavior Reports. 2021;100058. doi: 10.1016/j.chbr.2021.100058.
- Levenson JC, Shensa A, Sidani JE, Colditz JB, Primack BA. Social Media Use Before Bed and Sleep Disturbance Among Young Adults in the United States: A Nationally Representative Study. Sleep. 2017 Sep 1;40(9):zsx113. doi: 10.1093/sleep/zsx113. PMID: 28934521; PMCID: PMC8205627.
- Vernon L, Barber BL, Modecki KL. Adolescent Problematic Social Networking and School Experiences: The Mediating Effects of Sleep Disruptions and Sleep Quality. Cyberpsychol Behav Soc Netw. 2015 Jul;18(7):386-92. doi: 10.1089/cyber.2015.0107. PMID: 26167837.
- Fiedler R, Geber J, Reichert M, Kellmann M. Young athletes' mental well-being is associated with smartphone social networking application usage and moderated by performance level and app type. Sci Rep. 2024 Nov 7;14(1):27048. doi: 10.1038/s41598-024-77418-2. PMID: 39511245; PMCID: PMC11543683.
- Watkins RA, Sugimoto D, Hunt D, Oldham J, Cacolice PA, Stracciolini A. Association of Social Media Use on Sleep Quality and Performance Among Collegiate Athletes. Clin J Sport Med. 2022 Sep 1;32(5):486-492. doi: 10.1097/JSM.0000000000000964. Epub 2021 Aug 17. PMID: 34407063.
- Sennock S, V Lieres Und Wilkau K, Günther A, Brandhorst I, Zinke K, Conzelmann A, Renner TJ, Kurz EM. Investigation of the influence of 45-minute pre-sleep social media use on sleep quality and memory consolidation in adolescents. Sleep Med. 2024 Dec;124:299-307. doi: 10.1016/j.sleep.2024.09.034. Epub 2024 Sep 29. PMID: 39366085.
- Hamilton JL, Hutchinson E, Evankovich MR, Ladouceur CD, Silk JS. Daily and average associations of physical activity, social media use, and sleep among adolescent girls during the COVID-19 pandemic. J Sleep Res. 2023 Feb;32(1):e13611. doi: 10.1111/jsr.13611. Epub 2022 May 10. PMID: 35535484; PMCID: PMC9347531.
- Mohammadbeigi A, Absari R, Valizadeh F, Saadati M, Sharifimoghadam S, Ahmadi A, Mokhtari M, Ansari H. Sleep Quality in Medical Students; the Impact of Over-Use of Mobile Cell-Phone and Social Networks. J Res Health Sci. 2016 Winter;16(1):46-50. PMID: 27061997; PMCID: PMC7189085.
- Miedzobrodzka E, Du J, van Koningsbruggen GM. TikTok use versus TikTok self-control failure: Investigating relationships with well-being, academic performance, bedtime procrastination, and sleep quality. Acta Psychol (Amst). 2024 Nov;251:104565. doi: 10.1016/j.actpsy.2024.104565. Epub 2024 Nov 10. PMID: 39527859.
- Abu-Snieneh HM, Aroury AMA, Alsharari AF, Al-Ghabeesh SH, Esaileh AA. Relationship between sleep quality, using social media platforms, and academic performance among university students. Perspect Psychiatr Care. 2020 Apr;56(2):415-423. doi: 10.1111/ppc.12450. Epub 2019 Nov 6. PMID: 31693187.
- Beeres DT, Andersson F, Vossen HGM, Galanti MR. Social Media and Mental Health Among Early Adolescents in Sweden: A Longitudinal Study With 2-Year Follow-Up (KUPOL Study). J Adolesc Health. 2021 May;68(5):953-960. doi: 10.1016/j.jadohealth.2020.07.042. Epub 2020 Sep 14. PMID: 32943289.
- Erliksson OJ, Lindner P, Mörtberg E. Measuring associations between social anxiety and use of different types of social media using the Swedish Social Anxiety Scale for Social Media Users: A psychometric evaluation and cross-sectional study. Scand J Psychol. 2020 Dec;61(6):819-826. doi: 10.1111/sjop.12673. Epub 2020 Jul 26. PMID: 32713014.
- Liu T, Shi H, Chen C, Fu R. A study on the influence of social media use on psychological anxiety among young women. International Journal of Mental Health Promotion. 2024;26(3):199–209. doi: 10.32604/ijmhp.2024.046303.
- Shannon H, Bush K, Shvetz C, Paquin V, Morency J, Hellemans KGC, Guimond S. Longitudinal Problematic Social Media Use in Students and Its Association with Negative Mental Health Outcomes. Psychol Res Behav Manag. 2024 Apr 8;17:1551-1560. doi: 10.2147/PRBM.S450217. PMID: 38617579; PMCID: PMC11011643.
- Ilakkuvan V, Johnson A, Villanti AC, Evans WD, Turner M. Patterns of Social Media Use and Their Relationship to Health Risks Among Young Adults. J Adolesc Health. 2019 Feb;64(2):158-164. doi: 10.1016/j.jadohealth.2018.06.025. Epub 2018 Sep 27. PMID: 30269907.
- Escobar-Viera CG, Shensa A, Sidani J, Primack B, Marshal MP. Association Between LGB Sexual Orientation and Depression Mediated by Negative Social Media Experiences: National Survey Study of US Young Adults. JMIR Ment Health. 2020 Dec 3;7(12):e23520. doi: 10.2196/23520. PMID: 33270041; PMCID: PMC7746493.
- Gentzler AL, Hughes JL, Johnston M, Alderson JE. Which social media platforms matter and for whom? Examining moderators of links between adolescents' social media use and depressive symptoms. J Adolesc. 2023 Dec;95(8):1725-1748. doi: 10.1002/jad.12243. Epub 2023 Sep 12. PMID: 37698125; PMCID: PMC10841255.
- Lahti H, Kulmala M, Hietajärvi L, Lyyra N, Kleszczewska D, Boniel-Nissim M, Furstova J, van den Eijnden R, Sudeck G, Paakkari L. What Counteracts Problematic Social Media Use in Adolescence? A Cross-National Observational Study. J Adolesc Health. 2024 Jan;74(1):98-112. doi: 10.1016/j.jadohealth.2023.07.026. Epub 2023 Sep 30. PMID: 37777950.
- Zhao N, Zhou G. Social Media Use and Mental Health during the COVID-19 Pandemic: Moderator Role of Disaster Stressor and Mediator Role of Negative Affect. Appl Psychol Health Well Being. 2020 Dec;12(4):1019-1038. doi: 10.1111/aphw.12226. Epub 2020 Sep 17. PMID: 32945123; PMCID: PMC7536964.
- Puukko K, Hietajärvi L, Maksniemi E, Alho K, Salmela-Aro K. Social Media Use and Depressive Symptoms-A Longitudinal Study from Early to Late Adolescence. Int J Environ Res Public Health. 2020 Aug 14;17(16):5921. doi: 10.3390/ijerph17165921. PMID: 32824057; PMCID: PMC7459880.
- Cauberghe V, Van Wesenbeeck I, De Jans S, Hudders L, Ponnet K. How Adolescents Use Social Media to Cope with Feelings of Loneliness and Anxiety During COVID-19 Lockdown. Cyberpsychol Behav Soc Netw. 2021 Apr;24(4):250-257. doi: 10.1089/cyber.2020.0478. Epub 2020 Oct 20. PMID: 33185488.
- Käcko E, Hemberg J, Nyman-Kurkiala P. The double-sided coin of loneliness and social media – young adults’ experiences and perceptions. International Journal of Adolescence and Youth. 2024;29(1). doi: 10.1080/02673843.2024.2306889.
- Faelens L, Hoorelbeke K, Soenens B, Van Gaeveren K, De Marez L, De Raedt R, Koster EH. Social media use and well-being: A prospective experience-sampling study. Computers in Human Behavior. 2020;114:106510. doi: 10.1016/j.chb.2020.106510.
- Petalas DP, Konijn EA, Johnson BK, Veldhuis J, De Vaate NaJDB, Burgers C, Droog E, Międzobrodzka E, Balint KE, Van De Schoot R. Plurality in the measurement of social media use and mental health: an exploratory study among adolescents and young adults. Social Media + Society. 2021;7(3). doi: 10.1177/20563051211035353.
- Turel O, Cavagnaro DR, Meshi D. Short abstinence from online social networking sites reduces perceived stress, especially in excessive users. Psychiatry Res. 2018 Dec;270:947-953. doi: 10.1016/j.psychres.2018.11.017. Epub 2018 Nov 9. PMID: 30551348.
- Balpande LS, Pusdekar YV, Bhagat SS, Patil PD, Saoji AV. Influence of social media on psychological health of youth during COVID-19 pandemic. J Family Med Prim Care. 2024 Apr;13(4):1333-1339. doi: 10.4103/jfmpc.jfmpc_1355_23. Epub 2024 Apr 22. PMID: 38827727; PMCID: PMC11142010.
- Ateq K, Alhajji M, Alhusseini N. The association between use of social media and the development of body dysmorphic disorder and attitudes toward cosmetic surgeries: a national survey. Front Public Health. 2024 Mar 8;12:1324092. doi: 10.3389/fpubh.2024.1324092. PMID: 38525343; PMCID: PMC10957761.
- Sanzari CM, Gorrell S, Anderson LM, Reilly EE, Niemiec MA, Orloff NC, Anderson DA, Hormes JM. The impact of social media use on body image and disordered eating behaviors: Content matters more than duration of exposure. Eat Behav. 2023 Apr;49:101722. doi: 10.1016/j.eatbeh.2023.101722. Epub 2023 Apr 4. PMID: 37060807; PMCID: PMC10363994.
- Lee J, Tan ASL, Porter L, Young-Wolff KC, Carter-Harris L, Salloum RG. Association Between Social Media Use and Vaping Among Florida Adolescents, 2019. Prev Chronic Dis. 2021 May 13;18:E49. doi: 10.5888/pcd18.200550. PMID: 33988495; PMCID: PMC8139446.
- Atusingwize E, Nilsson M, Sjölander AE, Ssempebwa JC, Tumwesigye NM, Musoke D, Landstedt E. Social media use and alcohol consumption among students in Uganda: a cross sectional study. Glob Health Action. 2022 Dec 31;15(1):2131213. doi: 10.1080/16549716.2022.2131213. PMID: 36239970; PMCID: PMC9578495.
- Ranganath P, Hjetland GJ, Finserås TR, Brunborg GS, Hesse M, Skogen JC. Negative experiences, social exclusion and unwanted attention on social media: Exploring the association with adolescent alcohol use. BMC Public Health. 2022;22(1). doi: 10.1186/s12889-022-14679-4.
- Kingsbury M, Reme B, Skogen JC, Sivertsen B, Øverland S, Cantor N, Hysing M, Petrie K, Colman I. Differential associations between types of social media use and university students’ non-suicidal self-injury and suicidal behavior. Computers in Human Behavior. 2020;115:106614. doi: 10.1016/j.chb.2020.106614.
- Sun S, Chen S, Wang Z, Xiong Y, Xie S. Social Networking Site Use and Emotional Eating Behaviors among Chinese Adolescents: The Effects of Negative Social Comparisons and Perspective-Taking. Behav Sci (Basel). 2023 Sep 14;13(9):768. doi: 10.3390/bs13090768. PMID: 37754046; PMCID: PMC10525161.
- Alissa NA. The impact of social media on adolescent energy drink consumption. Medicine (Baltimore). 2024 May 10;103(19):e38041. doi: 10.1097/MD.0000000000038041. PMID: 38728511; PMCID: PMC11081538.
- Morningstar B, Clayborne Z, Wong SL, Roberts KC, Prince SA, Gariépy G, Goldfield GS, Janssen I, Lang JJ. The association between social media use and physical activity among Canadian adolescents: a Health Behaviour in School-aged Children (HBSC) study. Can J Public Health. 2023 Aug;114(4):642-650. doi: 10.17269/s41997-023-00754-9. Epub 2023 Mar 15. PMID: 36920659; PMCID: PMC10349007.
- Shimoga SV, Erlyana E, Rebello V. Associations of Social Media Use With Physical Activity and Sleep Adequacy Among Adolescents: Cross-Sectional Survey. J Med Internet Res. 2019 Jun 18;21(6):e14290. doi: 10.2196/14290. PMID: 31215512; PMCID: PMC6604510.
- Lambert J, Barnstable G, Minter E, Cooper J, McEwan D. Taking a One-Week Break from Social Media Improves Well-Being, Depression, and Anxiety: A Randomized Controlled Trial. Cyberpsychol Behav Soc Netw. 2022 May;25(5):287-293. doi: 10.1089/cyber.2021.0324. Epub 2022 May 3. PMID: 35512731.
- Pope ZC, Barr-Anderson DJ, Lewis BA, Pereira MA, Gao Z. Use of Wearable Technology and Social Media to Improve Physical Activity and Dietary Behaviors among College Students: A 12-Week Randomized Pilot Study. Int J Environ Res Public Health. 2019 Sep 25;16(19):3579. doi: 10.3390/ijerph16193579. PMID: 31557812; PMCID: PMC6801802.
- Apaolaza V, Hartmann P, D'Souza C, Gilsanz A. Mindfulness, Compulsive Mobile Social Media Use, and Derived Stress: The Mediating Roles of Self-Esteem and Social Anxiety. Cyberpsychol Behav Soc Netw. 2019 Jun;22(6):388-396. doi: 10.1089/cyber.2018.0681. Epub 2019 May 9. PMID: 31070455.
- Azagba S, Ebling T, Korkmaz A. Social media and e-cigarette use: The mediating role of mental health conditions. J Affect Disord. 2024 Jan 1;344:528-534. doi: 10.1016/j.jad.2023.10.053. Epub 2023 Oct 16. PMID: 37852589.
- Bailey E, Boland A, Bell I, Nicholas J, La Sala L, Robinson J. The Mental Health and Social Media Use of Young Australians during the COVID-19 Pandemic. Int J Environ Res Public Health. 2022 Jan 19;19(3):1077. doi: 10.3390/ijerph19031077. PMID: 35162101; PMCID: PMC8834625.
- Fruehwirth JC, Weng AX, Perreira KM. The effect of social media use on mental health of college students during the pandemic. Health Econ. 2024 Oct;33(10):2229-2252. doi: 10.1002/hec.4871. Epub 2024 Jun 14. PMID: 38873817.
- Lei H, Huang Y, Chai Y, Zhang X. Social Media Disorder, Mental Health, and Validation of the Chinese Version of 27-Item Social Media Disorder Scale in Chinese College Students. Front Public Health. 2022 Jul 5;10:942720. doi: 10.3389/fpubh.2022.942720. PMID: 35865241; PMCID: PMC9294401.
- Sfeir M, Rahme C, Obeid S, Hallit S. The mediating role of anxiety and depression between problematic social media use and bulimia nervosa among Lebanese university students. J Eat Disord. 2023 Mar 29;11(1):52. doi: 10.1186/s40337-023-00776-1. PMID: 36991483; PMCID: PMC10052263.
- Sagrera CE, Magner J, Temple J, Lawrence R, Magner TJ, Avila-Quintero VJ, McPherson P, Alderman LL, Bhuiyan MAN, Patterson JC 2nd, Murnane KS. Social media use and body image issues among adolescents in a vulnerable Louisiana community. Front Psychiatry. 2022 Nov 3;13:1001336. doi: 10.3389/fpsyt.2022.1001336. PMID: 36405904; PMCID: PMC9669337.
- Rosenbaum DL, Gillen MM, Hutson DJ. The relationship between social media use and pregnancy-related body image. Womens Health (Lond). 2024 Jan-Dec;20:17455057241309496. doi: 10.1177/17455057241309496. PMID: 39698958; PMCID: PMC11656518.
- Jarrar Y, Awobamise AO, Nweke GE. The mediating effect of social anxiety on the relationship between social media use and body dissatisfaction among university students. Frontiers in Communication. 2022;7. doi: 10.3389/fcomm.2022.900257.
- Al Kazhali M, Shahwan M, Hassan N, Jairoun AA. Social media use is linked to poor sleep quality: The opportunities and challenges to support evidence-informed policymaking in the UAE. J Public Health (Oxf). 2023 Mar 14;45(1):124-133. doi: 10.1093/pubmed/fdab372. PMID: 34693449.
- Koban K, Stevic A, Matthes J. A tale of two concepts: Differential temporal predictions of habitual and compulsive social media use concerning connection overload and sleep quality. Journal of Computer-Mediated Communication. 2023;28(2). doi: 10.1093/jcmc/zmac040.
- O'Kane SM, Lahart IM, Gallagher AM, Carlin A, Faulkner M, Jago R, Murphy MH. Changes in Physical Activity, Sleep, Mental Health, and Social Media Use During COVID-19 Lockdown Among Adolescent Girls: A Mixed-Methods Study. J Phys Act Health. 2021 May 11;18(6):677-685. doi: 10.1123/jpah.2020-0649. Erratum in: J Phys Act Health. 2022 Nov 15;20(1). doi: 10.1123/jpah.2022-0586. PMID: 33979779.
- Lee Y, Blebea J, Janssen F, Domoff SE. The impact of smartphone and social media use on adolescent sleep quality and mental health during the covid-19 pandemic. Human Behavior and Emerging Technologies. 2023;1-6. doi: 10.1155/2023/3277040.
- Amelia T, Zainita UH, Martha E. Social media use behavior and social media disorder among faculty of public health students during the COVID-19 pandemic. Kesmas: Jurnal Kesehatan Masyarakat Nasional. 2023;18(4):265. doi: 10.21109/kesmas.v18i4.6920.
- Gaya AR, Brum R, Brites K, Gaya A, de Borba Schneiders L, Duarte Junior MA, López-Gil JF. Electronic device and social network use and sleep outcomes among adolescents: the EHDLA study. BMC Public Health. 2023 May 19;23(1):919. doi: 10.1186/s12889-023-15579-x. PMID: 37208650; PMCID: PMC10197024.
- Nelson R, Robards B, Churchill B, Vivienne S, Byron P, Hanckel B. Social media use among bisexuals and pansexuals: connection, harassment and mental health. Cult Health Sex. 2023 Jun;25(6):711-727. doi: 10.1080/13691058.2022.2092213. Epub 2022 Jul 28. PMID: 35900926.
- Settanni M, Marengo D, Fabris MA, Longobardi C. The interplay between ADHD symptoms and time perspective in addictive social media use: A study on adolescent facebook users. Children and Youth Services Review. 2018;89:165-170. doi: 10.1016/j.childyouth.2018.04.031.
- Wartberg L, Kammerl R. Empirical Relationships between Problematic Alcohol Use and a Problematic Use of Video Games, Social Media and the Internet and Their Associations to Mental Health in Adolescence. Int J Environ Res Public Health. 2020 Aug 21;17(17):6098. doi: 10.3390/ijerph17176098. PMID: 32825700; PMCID: PMC7503582.
- You Y, Yang-Huang J, Raat H, Van Grieken A. Social Media Use and Health-Related Quality of Life Among Adolescents: Cross-sectional Study. JMIR Ment Health. 2022 Oct 4;9(10):e39710. doi: 10.2196/39710. PMID: 36194460; PMCID: PMC9579926.