Lenhart A, Madden M, Smith A, Purcell K, Zickuhr K. Teens, Kindness and cruelty on social network sites, The Pew Research Center. 2011.

Vogels E, Gelles-Watnick R, Massarat N. Teens, Social media and technology 2022. Pew Research Center: Internet, Science & Tech. 2022.

•• Rideout V, Peebles A, Mann S, Robb MB. Common sense census: media use by tweens and teens, 2021. Common Sense, San Francisco, CA. 2022. This is perhaps the most cited review of contemporary screen media habits in youth, including vital statistics bout social media engagement.

Lebrun-Harris LA, Ghandour RM, Kogan MD, Warren MD. Five-year trends in US Children’s Health and Well-being, 2016–2020. JAMA Pediatr. 2022;176(7):e220056. https://doi.org/10.1001/jamapediatrics.2022.0056.

Article  PubMed  PubMed Central  Google Scholar 

The U.S. Surgeon General’s Advisory. Social media and youth mental health. 2023. https://www.hhs.gov/about/news/2023/05/23/surgeon-general-issues-new-advisory-about-effects-social-media-use-has-youth-mental-health.html. Accessed 6/1/2023.

•• Valkenburg PM, Meier A, Beyens I. Social media use and its impact on adolescent mental health: an umbrella review of the evidence. Curr Opin Psychol. 2022;44:58–68. https://doi.org/10.1016/j.copsyc.2021.08.017. This review summarizes the state of evidence regarding the overall effects of social media engagement on mental health.

Article  PubMed  Google Scholar 

• Li X, Buxton OM, Lee S, Chang AM, Berger LM, Hale L. Sleep mediates the association between adolescent screen time and depressive symptoms. Sleep Med. 2019;57:51–60. https://doi.org/10.1016/j.sleep.2019.01.029. This article highlights the importance of sleep displacement effects in the relationship between screen media habits and depression.

Article  PubMed  PubMed Central  Google Scholar 

Miech RA, Johnston LD, Patrick ME, O’Malley PM, Bachman JG, Schulenberg JE. Monitoring the future national survey results on drug use, 1975–2022: secondary school students. Ann Arbor: Institute for Social Research, The University of Michigan; 2023.

Google Scholar 

Tollestrup J. Teen birth trends. In Brief Congressional Research Service 2020.

Curtin S. Motor vehicle traffic death rates among adolescents and young adults aged 15–24, by urbanicity: United States, 2000–2018. Ctr Dis Control Prev. 2020.

Hancock JT, Liu X, French M, Luo M, Mieczkowski H. Social media use and psychological well-being: a meta-analysis. In 69th Annual International Communication Association Conference (pp 24–28) 2019.

Liu D, Baumeister RF, Yang C-C, Hu B. Digital communication media use and psychological well-being: a meta-analysis. J Comput Mediat Commun. 2019;24:259–73.

Article  Google Scholar 

Verduyn P, Gugushvili N, Massar K, Täht K, Kross E. Social comparison on social networking sites. Curr Opin Psychol. 2020;36:32–7. https://doi.org/10.1016/j.copsyc.2020.04.002.

Article  PubMed  Google Scholar 

Huang C. Correlations of online social network size with well-being and distress: a meta-analysis. J Psychosoc Res. 2021;15.

Huang C. A meta-analysis of the problematic social media use and mental health. Int J Soc Psychiatry. 2022;68(1):12–33. https://doi.org/10.1177/0020764020978434.

Article  PubMed  Google Scholar 

Yin X-Q, de Vries DA, Gentile DA, Wang J-L. Cultural background and measurement of usage moderate the association between social networking sites (SNSs) usage and mental health: a meta-analysis. Soc Sci Comput Rev. 2019;37(5):631–48. https://doi.org/10.1177/0894439318784908.

Article  Google Scholar 

Rideout V, Fox S, Peebles A, Robb MB. Coping with Covid-19: how young people use digital media to manage their mental health. Common Sense Media and Hopelab. 2021.

Escobar-Viera CG, Whitfield DL, Wessel CB, Shensa A, Sidani JE, Brown AL, et al. For better or for worse? A systematic review of the evidence on social media use and depression among lesbian, gay, and bisexual minorities. JMIR mental health. 2018;5(3):e10496. https://doi.org/10.2196/10496.

Article  PubMed  PubMed Central  Google Scholar 

•• Rideout VJ, Fox S. Digital health practices, social media use, and mental well-being among teens and young adults in the U.S. San Francisco, CA: Hopelab and Well Being Trust. 2018. This work illustrates how young people grappling with depression engage with social media to address their illness, and their resultant experiences.

Pfeifer JH, Allen NB. Puberty initiates cascading relationships between neurodevelopmental, social, and internalizing processes across adolescence. Biol Psychiat. 2021;89(2):99–108. https://doi.org/10.1016/j.biopsych.2020.09.002.

Article  PubMed  Google Scholar 

Sherman LE, Greenfield PM, Hernandez LM, Dapretto M. Peer influence via instagram: effects on brain and behavior in adolescence and young adulthood. Child Dev. 2018;89(1):37–47. https://doi.org/10.1111/cdev.12838.

Article  PubMed  Google Scholar 

Sherman LE, Payton AA, Hernandez LM, Greenfield PM, Dapretto M. The power of the like in adolescence: effects of peer influence on neural and behavioral responses to social media. Psychol Sci. 2016;27(7):1027–35. https://doi.org/10.1177/0956797616645673.

Article  PubMed  PubMed Central  Google Scholar 

Crone EA, Konijn EA. Media use and brain development during adolescence. Nat Commun. 2018;9(1):588. https://doi.org/10.1038/s41467-018-03126-x.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Krayer A, Ingledew DK, Iphofen R. Social comparison and body image in adolescence: a grounded theory approach. Health Educ Res. 2007;23(5):892–903. https://doi.org/10.1093/her/cym076.

Article  PubMed  Google Scholar 

Pedalino F, Camerini AL. Instagram use and body dissatisfaction: the mediating role of upward social comparison with peers and influencers among young females. Int J Environ Res Public Health. 2022. https://doi.org/10.3390/ijerph19031543.

Article  PubMed  PubMed Central  Google Scholar 

Telzer EH, Nesi J, Prinstein MJ. Handbook of adolescent digital media use and mental health. Handbook of adolescent digital media use and mental health. Cambridge: Cambridge University Press; 2022.

Beyens I, Frison E, Eggermont S. “I don’t want to miss a thing”: adolescents’ fear of missing out and its relationship to adolescents’ social needs, Facebook use, and Facebook related stress. Comput Hum Behav. 2016;64:1–8. https://doi.org/10.1016/j.chb.2016.05.083.

Article  Google Scholar 

Lopes LS, Valentini JP, Monteiro TH, Costacurta MCF, Soares LON, Telfar-Barnard L, et al. Problematic social media use and its relationship with depression or anxiety: a systematic review. Cyberpsychol Behav Soc Netw. 2022;25(11):691–702. https://doi.org/10.1089/cyber.2021.0300.

Article  PubMed  Google Scholar 

Daly M. Prevalence of depression among adolescents in the U.S. From 2009 to 2019: analysis of trends by sex, race/ethnicity, and income. J Adolesc Health. 2022;70(3):496–9. https://doi.org/10.1016/j.jadohealth.2021.08.026.

Article  PubMed  Google Scholar 

Wilson S, Dumornay NM. Rising rates of adolescent depression in the United States: challenges and opportunities in the 2020s. J Adolesc Health. 2022;70(3):354–5. https://doi.org/10.1016/j.jadohealth.2021.12.003.

Article  PubMed  PubMed Central  Google Scholar 

• Twenge JM, Joiner TE, Rogers ML, Martin GN. Increases in depressive symptoms, suicide-related outcomes, and suicide rates among U.S. adolescents after 2010 and links to increased new media screen time. Clin Psychol Sci. 2017;6(1):3–17. https://doi.org/10.1177/2167702617723376. Article highlighting important data relating to the advent of increased screen media and national date regarding suicide.

Woods HC, Scott H. #Sleepyteens: social media use in adolescence is associated with poor sleep quality, anxiety, depression and low self-esteem. J Adolesc. 2016;51:41–9. https://doi.org/10.1016/j.adolescence.2016.05.008.

Article  PubMed  Google Scholar 

Alonzo R, Hussain J, Stranges S, Anderson KK. Interplay between social media use, sleep quality, and mental health in youth: a systematic review. Sleep Med Rev. 2021;56:101414. https://doi.org/10.1016/j.smrv.2020.101414.

Article  PubMed  Google Scholar 

Shafi RMA, Nakonezny PA, Miller KA, Desai J, Almorsy AG, Ligezka AN, et al. An exploratory study of clinical and physiological correlates of problematic social media use in adolescents. Psychiatry Res. 2021;302:114020. https://doi.org/10.1016/j.psychres.2021.114020.

Article  PubMed  PubMed Central  Google Scholar 

Liu L, Villavicencio F, Yeung D, Perin J, Lopez G, Strong KL, et al. National, regional, and global causes of mortality in 5–19-year-olds from 2000 to 2019: a systematic analysis. Lancet Glob Health. 2022;10(3):e337–47. https://doi.org/10.1016/s2214-109x(21)00566-0.

Article  PubMed  PubMed Central  CAS  Google Scholar 

Yard E, Radhakrishnan L, Ballesteros MF. Emergency department visits for suspected suicide attempts among persons aged 12–25 years before and during the COVID-19 pandemic — United States, January 2019–May 2021. CDC - MMWR Morb Mortal Wkly Rep. 2021;70:888–94. https://doi.org/10.15585/mmwr.mm7024e1.

Ruch DA, Heck KM, Sheftall AH, Fontanella CA, Stevens J, Zhu M, et al. Characteristics and precipitating circumstances of suicide among children aged 5 to 11 years in the United States, 2013–2017. JAMA Netw Open. 2021;4(7):e2115683. https://doi.org/10.1001/jamanetworkopen.2021.15683.

Article  PubMed  PubMed Central  Google Scholar 

Belfort EL, Miller L. Relationship between adolescent suicidality, self-injury, and media habits. Child Adolesc Psychiatr Clin N Am. 2018;27(2):159–69. https://doi.org/10.1016/j.chc.2017.11.004.

Article  PubMed  Google Scholar 

Nesi J, Burke TA, Bettis AH, Kudinova AY, Thompson EC, MacPherson HA, et al. Social media use and self-injurious thoughts and behaviors: a systematic review and meta-analysis. Clin Psychol Rev. 2021;87:102038. https://doi.org/10.1016/j.cpr.2021.102038.

Article  PubMed  PubMed Central  Google Scholar 

Ferguson CJ. Links between screen use and depressive symptoms in adolescents over 16 years: Is there evidence for increased harm? Dev Sci. 2021;24(1):e13008. https://doi.org/10.1111/desc.13008.

Article  PubMed  Google Scholar 

Swedo EA, Beauregard JL, de Fijter S, Werhan L, Norris K, Montgomery MP, et al. Associations between social media and suicidal behaviors during a youth suicide cluster in Ohio. J Adolesc Health. 2021;68(2):308–16. https://doi.org/10.1016/j.jadohealth.2020.05.049.

Article  PubMed  Google Scholar 

Glover J, Ariefdjohan M, Fritsch SL. #KidsAnxiety and the digital world. Child Adolesc Psychiatr Clin N Am. 2022;31(1):71–90. https://doi.org/10.1016/j.chc.2021.06.004.

Article  PubMed  Google Scholar 

Bhattacharya S, Bashar MA, Srivastava A, Singh A. Nomophobia: no mobile phone phobia. J Fam Med Prim Care. 2019;8(4):1297–300. https://doi.org/10.4103/jfmpc.jfmpc_71_19.

Article  Google Scholar 

• Ohannessian CM, Fagle T, Salafia C. Social media use and internalizing symptoms during early adolescence: the role of co-rumination. J Affect Disord. 2021;280(Pt A):85–8. https://doi.org/10.1016/j.jad.2020.10.079. This study examined longitudinal data of social media use, risk of co-rumination and internalising symptoms.

Franchina V, Vanden Abeele M, van Rooij AJ, Lo Coco G, De Marez L. Fear of missing out as a predictor of problematic social media use and phubbing behavior among Flemish adolescents. Int J Environ Res Public Health. 2018. https://doi.org/10.3390/ijerph15102319.

Article  PubMed  PubMed Central  Google Scholar 

Englander E, Donnerstein E, Kowalski R, Lin C, Parti K. Defining cyberbullying. Pediatrics. 2017;140:S148–51. https://doi.org/10.1542/peds.2016-1758U.

Article  PubMed  Google Scholar