This paper is in the following e-collection/theme issue:

Reviews in Digital Mental Health (290) Mental Health Issues in Adolescence (641) Support for Children and Adolescents with Mental Health/Substance Use Issues (76)

Published on in Vol 8, No 4 (2021): April

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/25847, first published .
Evidence on Digital Mental Health Interventions for Adolescents and Young People: Systematic Overview

Evidence on Digital Mental Health Interventions for Adolescents and Young People: Systematic Overview

Evidence on Digital Mental Health Interventions for Adolescents and Young People: Systematic Overview

Authors of this article:

Susanna Lehtimaki1 Author Orcid Image ;   Jana Martic1 Author Orcid Image ;   Brian Wahl1, 2 Author Orcid Image ;   Katherine T Foster3, 4 Author Orcid Image ;   Nina Schwalbe1, 5, 6 Author Orcid Image
Article Authors Cited by (298) Tweetations (35) Metrics

Journals

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  222. März J, de Vries L, Scholten H, Vreeker A, Legerstee J, Keijsers L, Penninx B, Hillegers M. Young people's compliance with the Experience Sampling Method (ESM): Examining patterns, predictors and associations with well-being and mental health. Internet Interventions 2025;41:100859 View
  223. Eberle J, Baee S, Wolfe E, Boukhechba M, Funk D, Teachman B, Barnes L, Ayatollahi H. Behavioral engagement patterns and psychosocial outcomes in web-based interpretation bias training for anxiety. PLOS Digital Health 2025;4(7):e0000945 View
  224. Kuberka P, Johnston M, Shafran R, Pike K, Yardley L. Digital Interventions for Anxiety and Depressive Symptoms in Adolescence: Systematic Review. Journal of Adolescent Health 2025;77(3):388 View
  225. Linardon J, Anderson C, Messer M, McClure Z, Liu C. Looking beyond depression: meta-analysis of digital interventions for depression on eleven secondary mental health and wellbeing outcomes. Psychiatry Research 2025;351:116657 View
  226. Takizawa Y, Zhou X, Krishnamoorthy G, March S, Slee P, Pill S, Agnew D, O’Dea B, Wang T, Han W, Edirippulige S. Are universal digital mental health interventions effective for promoting mental health outcomes among children and adolescents? A meta-analysis of effects and moderators. Journal of Telemedicine and Telecare 2025 View
  227. Guala M, Nielsen H, Bul K, Clinton D, Scarpelli M, Christiansen R, Skårderud F, Nielsen A. The journey of playing: a qualitative evaluation of ‘Maze Out,’ a serious game for eating disorders. Journal of Eating Disorders 2025;13(1) View
  228. Li C, Ding N, Wang Z. Why does digital literacy matter? a longitudinal investigation of its temporal impact on children’s developmental outcomes. Information, Communication & Society 2025:1 View
  229. Jo Y, Kim D, Hwang K, Jung C, Lee S, Lee D, Jung S, Yoon S, Lee S, Yang C. Meta-anlaysis of Internet-based Behavior Therapy for Tic Disorder. Clinical Psychopharmacology and Neuroscience 2025;23(3):453 View
  230. Wiguna R, Ardhana V, Safitri R, Lita B, Pa’ni D, Apriani L. Digital innovations for adolescent mental health: evaluating the impact of genziheal web-based education model. Jurnal Ners 2025;20(2):183 View
  231. Hirshberg M, Heyroth M, Davidson R. Wellbeing skills strengthening as a model for healthy adolescent digital technology use. Annals of the New York Academy of Sciences 2025;1550(1):5 View
  232. Figueroa C, Ramos G, Psihogios A, Ekuban E, Bansie P, de Haas M, Karnik N, Ajilore O, Anderson E, Stiles-Shields C. Advancing youth co-design of ethical guidelines for AI-powered digital mental health tools. Nature Mental Health 2025;3(8):870 View
  233. Moss S, Siddiqui S, Zuniga Chacon C, Sriskandarajah C, Stelfox M, Gaunce B, Harley M, Smith S, Ahmed S, Birnie K, Halperin D, Halperin S, Hampson C, Hu J, Leppan L, Nickle A, Russell K, Soo A, Solis M, Stelfox H, Straus S, Tutelman P, Wiele Q, Fiest K, Racine N, Parsons Leigh J. Evidence based consensus statements for digital tools to address youth mental health literacy. Scientific Reports 2025;15(1) View
  234. Chen X, Chen L, Song D, Wang Y, Ryoo J. Digital mental health for young people: sustainably managing stress and anxiety. Mental Health and Digital Technologies 2025;2(3):157 View
  235. Liu L, Yang J, Tan F, Yang X, Luo H, Chen Y, Zhao X. Digital Interventions for Improving Body Dissatisfaction in Children and Emerging Adults: Systematic Review and Meta-Analysis. Interactive Journal of Medical Research 2025;14:e72231 View
  236. Eddy Ives L, Huertas Patón A, Forti Buratti M, Álvarez Pitti J, Salmerón-Ruiz M, Rodríguez Hernández P, Real-López M. Impact of screen and social media use on mental health. Anales de Pediatría (English Edition) 2025;103(2):503909 View
  237. Suen Y, Chan K, Wan Y, So M, Lee E, Wong S, Chan S, Hui C, Wong M, Chen E. Can headwind, an online clinician-led mental health advisory platform, improve the engagement of distressed young people in community services? A multicohort analysis. BMJ Public Health 2025;3(2):e002692 View
  238. Huberty J, Yourell J, Baez L, Salhi L. Payors, Caregivers, and Teens: Aligning Priorities for Effective Digital Mental Health Tools. Journal of Medical Internet Research 2025;27:e72587 View
  239. Barkley C, Nyakonda C, Kuthyola K, Ndlovu P, Lee D, Dallos A, Kofi-Armah D, Obeng P, Merrill K. A Gamified Digital Mental Health Intervention Across Six Sub-Saharan African Countries: A Cross-Sectional Evaluation of a Large-Scale Implementation. International Journal of Environmental Research and Public Health 2025;22(8):1281 View
  240. Petersson L, Ahlborg M, Häggström Westberg K. “I Believe That AI Will Recognize the Problem Before It Happens”: Qualitative Study Exploring Young Adults’ Perceptions of AI in Mental Health Care. JMIR Mental Health 2025;12:e76973 View
  241. Gunisetty H, Doddaiah S, Arun V, Yadav D, Singh P, Gopi A, Kulkarni P, Garg R. Micro-costing analysis of a digital mental health intervention for adolescents in south India: the AikyaMind mHealth application. International Journal Of Community Medicine And Public Health 2025;12(9):4016 View
  242. Wahdi A, James C, Nadhira D, Fine S. Barriers and Facilitators of Seeking Help for Mental Health Challenges Among Adolescents Across 13 Countries: A Qualitative Investigation. Journal of Adolescent Health 2025;77(3):421 View
  243. Nalipay M, Chai C, Jong M, King R. Teacher Mental Health Literacy: A Narrative Review of Qualitative Studies. School Mental Health 2025 View
  244. Engelskirchen L, Asbrand J, Tuschen-Caffier B. Feasibility and Potential Efficacy of an Ecological Momentary Intervention for Training Acceptance and Problem Solving in Young People. Cognitive Therapy and Research 2025 View
  245. Kaubisch S, Kloek M, Primbs R, Iglhaut L, Piechaczek C, Keim P, Feldmann L, Schulte-Körne G, Greimel E. A web-based approach to adolescent mental health: Randomized controlled trial of a brief Positive Psychology intervention. Internet Interventions 2025;42:100872 View
  246. McAlister K, Lawrence-Sidebottom D, Roots M, McCutchen D, Huberty J. Exploring the Impact of Online Coaching and Therapy on Elevated Adolescent Stress: A Retrospective Analysis of Bend Health (Preprint). JMIR Pediatrics and Parenting 2025 View
  247. Wrightson-Hester A, Anderson G, Dunstan J, McEvoy P, Sutton C, Myers B, Egan S, Tai S, Johnston-Hollitt M, Chen W, Gedeon T, Moullin J, Mansell W. A Rule-Based Conversational Agent for Mental Health and Well-Being in Young People: Formative Case Series During the Rise of Generative AI. JMIR Formative Research 2025;9:e69841 View
  248. Lincke L, Kilb H, Martin-Döring T, Bienioschek S, Nolkemper D, Daunke A, Reis O, Kölch M. Blended Care für Jugendliche mit depressiven Erkrankungen aus der Sicht von Behandelnden. Kindheit und Entwicklung 2025;34(2):81 View
  249. Yu B, Chio F, Cheung R, Kakani K, Mak W. How does family face relate to intention to seek therapist-guided and digital self-guided psychological interventions? mediating effects of interdependent stigma and help-seeking attitudes. Social Psychiatry and Psychiatric Epidemiology 2025 View
  250. Park S, Candiotti J, He Y, Cooper J, Cooper R, Cooper R. Physical board game versus digital game: Comparison of game experiences between two types of serious games on community mobility for mobility device users and travel companions. Assistive Technology 2025:1 View
  251. Zhang B, Tian S. Social cognition in adolescent depression: Evolution of research content and future perspectives. World Journal of Psychiatry 2025;15(10) View
  252. Evkoski B, Letina S, Kralj Novak P, Riddell J. Premenstrual dysphoric disorder in online peer support communities: a Reddit case study. Scientific Reports 2025;15(1) View
  253. Alagarajah J, Ceccolini D, Butler S. Digital mental health interventions for treating mental disorders in young people based in low-and middle-income countries: A systematic review of the literature. Cambridge Prisms: Global Mental Health 2024;11 View
  254. Opie J, Vuong A, McIntosh J, Kuntsche S. Brief digital mental health interventions for adults with emerging symptoms: part II. User experience outcomes based on a systematic review. Mental Health and Digital Technologies 2025 View
  255. Moss S, Zuniga Chacon C, Hekmati F, Siddiqui S, Stelfox M, Ahmed S, Birnie K, Halperin D, Halperin S, Tutelman P, Stelfox H, Fiest K, Parsons Leigh J. Models, frameworks, and strategies used to implement digital interventions targeted to youth mental health: a scoping review protocol. BMJ Open 2025;15(10):e083285 View
  256. LaMonica H, Hickie I, Capon W, Ahia M, Ewing L, Lee W, Iorfino F, Song Y, McKenna S, Cleverley K. Digital Tools to Support Post‐Secondary Student Mental Health and Wellbeing. Early Intervention in Psychiatry 2025;19(10) View
  257. Tomlinson C, Toevs E, Gallagher H, Angus A, Lindhiem O. Meta-Analysis on the Effectiveness of mHealth Interventions for Mental Health: A 10-Year Update. Behavior Modification 2025 View
  258. Baez L, McAlister K, Newton D, Seiniger S, Woodhouse A, Huberty J. Real-World Symptom Trajectories in Adolescents With and Without Suicide Risk Receiving Care from Rula Health: Retrospective Study. JMIR Pediatrics and Parenting 2025;8:e81444 View
  259. Yourell J, Huberty J, Hanley T, Salhi L. Understanding Youth Goal-Setting and Achievement in a Free Digital Mental Health Platform: The Impact of User-Set and Practitioner-Set Goals on Engagement and Psychological Distress (Preprint). JMIR Formative Research 2025 View
  260. Du Q, Ren Y, Meng Z, He H, Meng S. The Efficacy of Rule-Based Versus Large Language Model-Based Chatbots in Alleviating Symptoms of Depression and Anxiety: Systematic Review and Meta-Analysis. Journal of Medical Internet Research 2025;27:e78186 View
  261. Schlicher M, Li Y, Murthy S, Sun Q, Schuller B. Emotionally adaptive support: a narrative review of affective computing for mental health. Frontiers in Digital Health 2025;7 View
  262. Y. Wang A, Vereschagin M, G. Richardson C, J. Munthali R, Xie H, L. Hudec K, Mori T, Munro L, V. Vigo D. Examining the effects of engagement with an app-based mental health intervention: a secondary analysis of a randomized control trial with treatment non-compliance. International Journal of Mental Health Systems 2025;19(1) View
  263. Dallison S, Moffett B, Makhubela P, Nkuna T, Pozuelo J, van Heerden A, O'Mahen H. Using Generative AI to Co-Design Digital Mental Health Interventions With Adolescents in Rural South Africa: Qualitative Thematic Analysis of Participatory Workshops. Journal of Medical Internet Research 2025;27:e73535 View
  264. Poulsen A, Hickie I, Chong M, LaMonica H, Turner A, Iorfino F. Personalised care, youth mental health, and digital technology: A value sensitive design perspective and framework. Ethics and Information Technology 2025;27(4) View
  265. Idrees A, Kraft R, Küchler A, Bantleon L, Baumeister H, Reichert M, Kählke F, Ebert D, Pryss R. Persuasive Design in a Digital Mindfulness Intervention: A Randomized Trial of a Skill-Based Achievement System and Automated Peer Encouragement. Journal of Healthcare Informatics Research 2025 View
  266. Keller-Tuberg M, Bell I, Wadley G, Thompson A, Thomas N. A Qualitative Study of Youth Mental Health Service Users’ Views on the Delivery of Psychological Interventions via Virtual Worlds. Virtual Worlds 2025;4(4):52 View
  267. Mehrotra S, Srikanth T, Dahiya N, Verma P, Rao G, Sanghvi P, Grover A, Sagar R. Technology for Mental Health: Reflections on Scope and Future Directions in Institutes of Higher Education in India. Online Journal of Public Health Informatics 2025;17:e78065 View
  268. Ospina-Pinillos L, Shambo-Rodríguez D, Riaño-Fonseca M, Sánchez Nítola M, Ramírez-Castro M, Calvo-Valderrama M, Camacho S, Gómez-Restrepo C, Navarro-Mancilla A, Hickie I, Occhipinti J. Implementing digital tools for mental health support in young individuals in Colombia: a mixed-methods feasibility study (Preprint). JMIR Formative Research 2024 View
  269. Darabi M, Silber S, Slotkin R, Peechatka A. Biofeedback-based Digital Games and Well-being in Childhood: A Systematic Review. Research on Child and Adolescent Psychopathology 2025 View
  270. Rutter L, Jiang J, Bollen J, Valdez D, Edwards A, Boyle A, Coats L, Hu H, Lorenzo-Luaces L. Digital technology use, physical activity, and internalizing symptoms in adolescence: replication and extension in a post-pandemic cohort. International Journal of Adolescence and Youth 2025;30(1) View
  271. Wilson E. Participatory Animation for Health Promotion in Digital-Based Health Interventions: Viewpoint on Methodology and Application. Online Journal of Public Health Informatics 2025;17:e72737 View
  272. Opie J, Vuong A, Pearce N, McIntosh J, Kuntsche S. Brief digital interventions for adults with emerging mental health concerns: a systematic review reporting on socioemotional outcomes. Mental Health and Digital Technologies 2025:1 View

Books/Policy Documents

  1. Griffith J, McCormick K, Hankin B. Encyclopedia of Adolescence. View
  2. Brown E, Stainton A, Chanen A, Davey C, Bedi G, McGorry P. Tasman’s Psychiatry. View
  3. Cross D, Barnes A, Charlton E. Handbook of Children and Youth Studies. View
  4. Machado A, Ferreira B, Pereira C, Carrola C, de Melo B, Campos C. Handbook of Research on Advances in Digital Technologies to Promote Rehabilitation and Community Participation. View
  5. Pranjal P, Singhal V, Sarkar S, Aggarwal T. Bridging Health, Environment, and Legalities. View
  6. Gega L, Saiger M. Brief CBT and Science-Based Tailoring for Children, Adolescents, and Young Adults. View
  7. Cross D, Barnes A, Charlton E. Handbook of Children and Youth Studies. View
  8. Torbuck A, Winrow E, Lloyd-Williams H, Lawrence C, Edwards R. Health Economics of Well-being and Well-becoming across the Life-course. View
  9. Brown E, Stainton A, Chanen A, Davey C, Bedi G, McGorry P. Tasman’s Psychiatry. View
  10. Turner K, Eisenstock B, Hicks T, Jolls T, O’Byrne W, Paciga K, Price-Dennis D, Hagerman M. Handbook of Children and Screens. View
  11. Akahome J, Ogodo S, Olubiyi T. The Future of Small Business in Industry 5.0. View
  12. Nakimuli-Mpungu E, Mutinye Kwesiga J, Mark Bwanika J, Musinguzi D, Nakanyike C, Iya J, Akimana B, Hawkins C, Cavazos P, B. Nachega J, Mills E, Bakeera Kitaka S, Seggane M. Psychotherapy in the Third Millennium - Cross-Cutting Themes and Proposals for Reflection. View
  13. Maaß L, Dassow H, Diethei D, Freye M, Niess J, Do S. Digital Public Health. View
  14. Brand T, Herrera-Espejel P, Busse H. Digital Public Health. View
  15. Brombach R, Dietch J. Sleep and Health. View
  16. Samoh N, Choemprayong S, Khlaisang J, Guadamuz T. Intelligence and Equity: Shaping the Future of Knowledge. View

Conference Proceedings

  1. Patel S, Sasidhar K, Vaghela M, Katrodia P, Wagani R. 2022 IEEE 10th Region 10 Humanitarian Technology Conference (R10-HTC). An m-Health app that goes beyond screen time applications View
  2. Peltola J, Kaipainen K, Keinonen K, Kiuru N, Turunen M. Proceedings of the 5th International Conference on Conversational User Interfaces. Developing A Conversational Interface for an ACT-based Online Program: Understanding Adolescents’ Expectations of Conversational Style View
  3. Farrall A, Taylor J, Ainsworth B, Alexander J. Proceedings of the 2023 CHI Conference on Human Factors in Computing Systems. Manifesting Breath: Empirical Evidence for the Integration of Shape-changing Biofeedback-based Artefacts within Digital Mental Health Interventions View
  4. Soubutts E, Shrestha P, Davidson B, Qu C, Mindel C, Sefi A, Marshall P, Mcnaney R. Proceedings of the CHI Conference on Human Factors in Computing Systems. Challenges and Opportunities for the Design of Inclusive Digital Mental Health Tools: Understanding Culturally Diverse Young People's Experiences View
  5. Tassnim R, Tawfic Ja'far R, Al-Tarawneh A. 2024 2nd International Conference on Cyber Resilience (ICCR). Analyzing the Challenges Facing Digital Mental Health (DMH) Between Aspiration and Reality View
  6. Camacho É, Campos P, Bala P. ACM International Conference on Interactive Media Experiences. CBT-Darts: Identifying Cognitive Distortions in an Immersive VR Game View
  7. Al Meqbaali M, Ouhbi S, Jan R, Amiri L, Al Mugaddam F, Serhani M, Zaki N. 2024 IEEE 32nd International Requirements Engineering Conference Workshops (REW). Mental Health Professionals' Insights on Digital Health Solutions for Anxiety in the UAE View
  8. Shukla N, Zaidi A, Dixit A, Kumar C, Agnihotri K. 2024 1st International Conference on Sustainable Computing and Integrated Communication in Changing Landscape of AI (ICSCAI). Evaluation of Mental Health with the Application of Computing and Digital Resources View
  9. Saputra N, Rezkianiza A. 2025 4th International Conference on Creative Communication and Innovative Technology (ICCIT). Impact of Parasocial Relationships and Communication on Mental Health in Digital Fandom View
  10. Zhang E, Clark M, Doryab A. Proceedings of the ACM/IEEE International Conference on Connected Health: Applications, Systems and Engineering Technologies. Predicting The Severity of Anxiety in Adolescents Through Passively Sensed Behaviors View