Twenge JM, Cooper AB, Joiner TE, Duffy ME, Binau SG (2019) Age, period, and cohort trends in mood disorder indicators and suicide-related outcomes in a nationally representative dataset, 2005–2017. J Abnorm Psychol 128(3):185–199. https://doi.org/10.1037/abn0000410
Collishaw S (2015) Annual research review: secular trends in child and adolescent mental health. J Child Psychol Psychiatry 56(3):370–393
Mojtabai R, Olfson M (2020) National Trends in Mental Health Care for US Adolescents. JAMA Psychiatry 77(7):703–714. https://doi.org/10.1001/jamapsychiatry.2020.0279
Mojtabai R, Olfson M, Han B (2016) National trends in the prevalence and treatment of depression in adolescents and young adults. Pediatrics 138:6. https://doi.org/10.1542/peds.2016-1878
Twenge JM, Martin GN, Spitzberg BH (2019) Trends in US Adolescents’ media use, 1976–2016: the rise of digital media, the decline of TV, and the (near) demise of print. Psychol Pop Media C 8(4):329
Riehm KE, Feder KA, Tormohlen KN, Crum RM, Young AS, Green KM, Pacek LR, La Flair LN, Mojtabai R (2019) associations between time spent using social media and internalizing and externalizing problems among us youth. JAMA Psychiatry 76(12):1266–1273. https://doi.org/10.1001/jamapsychiatry.2019.2325
Article PubMed PubMed Central Google Scholar
Lambert J, Barnstable G, Minter E, Cooper J, McEwan D (2022) Taking a one-week break from social media improves well-being, depression, and anxiety: a randomized controlled trial. Cyberpsychol Behav Soc Netw 25(5):287–293
Liu M, Kamper-DeMarco KE, Zhang J, Xiao J, Dong D, Xue P (2022) Time spent on social media and risk of depression in adolescents: a dose-response meta-analysis. Int J Environ Res Public Health. https://doi.org/10.3390/ijerph19095164
Article PubMed PubMed Central Google Scholar
Mahalingham T, Howell J, Clarke PJF (2023) Assessing the effects of acute reductions in mobile device social media use on anxiety and sleep. J Behav Ther Exp Psychiatry 78:101791. https://doi.org/10.1016/j.jbtep.2022.101791
Raudsepp L (2019) Brief report: Problematic social media use and sleep disturbances are longitudinally associated with depressive symptoms in adolescents. J Adolesc 76:197–201. https://doi.org/10.1016/j.adolescence.2019.09.005
Raudsepp L, Kais K (2019) Longitudinal associations between problematic social media use and depressive symptoms in adolescent girls. Prev Med Rep 15:100925. https://doi.org/10.1016/j.pmedr.2019.100925
Article PubMed PubMed Central Google Scholar
Cunningham S, Hudson CC, Harkness K (2021) Social media and depression symptoms: a meta-analysis. Res Child Adolesc Psychopathol 49(2):241–253. https://doi.org/10.1007/s10802-020-00715-7
Nesi J, Burke TA, Bettis AH, Kudinova AY, Thompson EC, MacPherson HA, Fox KA, Lawrence HR, Thomas SA, Wolff JC, Altemus MK, Soriano S, Liu RT (2021) Social media use and self-injurious thoughts and behaviors: a systematic review and meta-analysis. Clin Psychol Rev 87:102038. https://doi.org/10.1016/j.cpr.2021.102038
Article PubMed PubMed Central Google Scholar
Vahedi Z, Zannella L (2021) The association between self-reported depressive symptoms and the use of social networking sites (SNS): a meta-analysis. Curr Psychol 40(5):2174–2189
Huang C (2022) A meta-analysis of the problematic social media use and mental health. Int J Soc Psychiatry 68(1):12–33
Shin M, Juventin M, Chu JTW, Manor Y, Kemps E (2022) Online media consumption and depression in young people: a systematic review and meta-analysis. Comput Hum Behav 128:107129
Cheng C, Lau YC, Chan L, Luk JW (2021) Prevalence of social media addiction across 32 nations: meta-analysis with subgroup analysis of classification schemes and cultural values. Addict Behav 117:106845. https://doi.org/10.1016/j.addbeh.2021.106845
Askari MS, Belsky DW, Olfson M, Breslau J, Mojtabai R, Kajeepeta S, Bruzelius E, Keyes KM (2023) An integrative literature review of birth cohort and time period trends in adolescent depression in the United States. Soc Psychiatry Psychiatr Epidemiol. https://doi.org/10.1007/s00127-023-02527-8
Braghieri L, Re Levy, Makarin A (2022) Social media and mental health. Am Econ Rev 112(11):3660–3693
Twenge JM, Joiner TE, Rogers ML, Martin GN (2018) Increases in depressive symptoms, suicide-related outcomes, and suicide rates among US adolescents after 2010 and links to increased new media screen time. Clin Psychol Sci 6(1):3–17
Kern MR, Duinhof EL, Walsh SD, Cosma A, Moreno-Maldonado C, Molcho M, Currie C, Stevens G (2020) Intersectionality and adolescent mental well-being: a cross-nationally comparative analysis of the interplay between immigration background, socioeconomic status and gender. J Adolesc Health 66(6S):S12–S20. https://doi.org/10.1016/j.jadohealth.2020.02.013
Cosma A, Kolto A, Badura P, Winkler P, Kalman M (2021) Time trends in adolescent mental wellbeing in the Czech Republic between 2002 and 2018: gender, age and socioeconomic differences. Cent Eur J Public Health 29(4):271–278. https://doi.org/10.21101/cejph.a6717
Hogberg B, Strandh M, Hagquist C (2020) Gender and secular trends in adolescent mental health over 24 years–the role of school-related stress. Soc Sci Med 250:112890. https://doi.org/10.1016/j.socscimed.2020.112890
Cosma A, Stevens G, Martin G, Duinhof EL, Walsh SD, Garcia-Moya I, Kolto A, Gobina I, Canale N, Catunda C, Inchley J, de Looze M (2020) Cross-national time trends in adolescent mental well-being from 2002 to 2018 and the explanatory role of schoolwork pressure. J Adolesc Health 66(6S):S50–S58. https://doi.org/10.1016/j.jadohealth.2020.02.010
Article PubMed PubMed Central Google Scholar
Potrebny T, Wiium N, Haugstvedt A, Sollesnes R, Torsheim T, Wold B, Thuen F (2019) Health complaints among adolescents in Norway: a twenty-year perspective on trends. PLoS One 14(1):e0210509. https://doi.org/10.1371/journal.pone.0210509
Article PubMed PubMed Central Google Scholar
Gariepy G, Elgar FJ (2016) Trends in psychological symptoms among canadian adolescents from 2002 to 2014: gender and socioeconomic differences. Can J Psychiatry 61(12):797–802. https://doi.org/10.1177/0706743716670130
Article PubMed PubMed Central Google Scholar
Hogberg B, Strandh M, Johansson K, Petersen S (2022) Trends in adolescent psychosomatic complaints: a quantile regression analysis of Swedish HBSC data 1985–2017. Scand J Public Health 51(4):619–627. https://doi.org/10.1177/14034948221094497
Article PubMed PubMed Central Google Scholar
Boer M, van den Eijnden R, Boniel-Nissim M, Wong SL, Inchley JC, Badura P, Craig WM, Gobina I, Kleszczewska D, Klanscek HJ, Stevens G (2020) Adolescents’ intense and problematic social media use and their well-being in 29 countries. J Adolesc Health 66(6S):S89–S99. https://doi.org/10.1016/j.jadohealth.2020.02.014
Article PubMed PubMed Central Google Scholar
Buda G, Lukoševičiūtė J, Šalčiūnaitė L, Šmigelskas K (2021) Possible effects of social media use on adolescent health behaviors and perceptions. Psychol Rep 124(3):1031–1048
Craig W, Boniel-Nissim M, King N, Walsh SD, Boer M, Donnelly PD, Harel-Fisch Y, Malinowska-Cieslik M, Gaspar de Matos M, Cosma A, Van den Eijnden R, Vieno A, Elgar FJ, Molcho M, Bjereld Y, Pickett W (2020) Social media use and cyber-bullying: a cross-national analysis of young people in 42 countries. J Adolesc Health 66(6S):S100–S108. https://doi.org/10.1016/j.jadohealth.2020.03.006
Bucksch J, Sigmundova D, Hamrik Z, Troped PJ, Melkevik O, Ahluwalia N, Borraccino A, Tynjala J, Kalman M, Inchley J (2016) International trends in adolescent screen-time behaviors from 2002 to 2010. J Adolesc Health 58(4):417–425. https://doi.org/10.1016/j.jadohealth.2015.11.014
Shimizu S, Hoyer PO, Hyvärinen A, Kerminen A, Jordan M (2006) A linear non-Gaussian acyclic model for ca
Comments (0)