Published on in Vol 24, No 6 (2022): June

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/36004, first published .
The Effects of Nonclinician Guidance on Effectiveness and Process Outcomes in Digital Mental Health Interventions: Systematic Review and Meta-analysis

The Effects of Nonclinician Guidance on Effectiveness and Process Outcomes in Digital Mental Health Interventions: Systematic Review and Meta-analysis

The Effects of Nonclinician Guidance on Effectiveness and Process Outcomes in Digital Mental Health Interventions: Systematic Review and Meta-analysis

Journals

  1. Werntz A, Amado S, Jasman M, Ervin A, Rhodes J. Providing Human Support for the Use of Digital Mental Health Interventions: Systematic Meta-review. Journal of Medical Internet Research 2023;25:e42864 View
  2. Amarnath A, Ozmen S, Struijs S, de Wit L, Cuijpers P. Effectiveness of a guided internet-based intervention for procrastination among university students – A randomized controlled trial study protocol. Internet Interventions 2023;32:100612 View
  3. Vereschagin M, Wang A, Leung C, Richardson C, Hudec K, Doan Q, Virk P, Halli P, Wojcik K, Munro L, Chai B, Mori T, Sha M, Mittertreiner E, Farkouh A, Sigamany D, Vigo D. Co-developing tools to support student mental health and substance use: Minder app development from conceptualization to realization. Journal of Behavioral and Cognitive Therapy 2023;33(1):35 View
  4. Moghimi E, Stephenson C, Gutierrez G, Jagayat J, Layzell G, Patel C, McCart A, Gibney C, Langstaff C, Ayonrinde O, Khalid-Khan S, Milev R, Snelgrove-Clarke E, Soares C, Omrani M, Alavi N. Mental health challenges, treatment experiences, and care needs of post-secondary students: a cross-sectional mixed-methods study. BMC Public Health 2023;23(1) View
  5. Stephenson K, Latimer S, Zippan N, Brotto L. History of Sexual Assault as a Predictor of Response to a Self-Guided Online Program for Sexual Desire and Arousal Difficulties in Women. Archives of Sexual Behavior 2023;52(8):3379 View
  6. Wang Y, Bao S, Chen Y. How does social media use influence the mental health of pancreatic cancer patients: a chain mediating effect of online social support and psychological resilience. Frontiers in Public Health 2023;11 View
  7. Germain A, Wolfson M, Brock M, O’Reilly B, Hearn H, Knowles S, Mysliwiec V, Wallace M. Digital CBTI hubs as a treatment augmentation strategy in military clinics: study protocol for a pragmatic randomized clinical trial. Trials 2023;24(1) View
  8. Shams F, Tai A, Kim J, Boyd M, Meyer M, Kazemi A, Krausz R. Adherence to e-health interventions for substance use and the factors influencing it: Systematic Review, meta-analysis, and meta-regression. DIGITAL HEALTH 2023;9 View
  9. Cohen Rodrigues T, Breeman L, Kinik A, Reijnders T, Dusseldorp E, Janssen V, Kraaijenhagen R, Atsma D, Evers A. Effectiveness of Human-Supported and Self-Help eHealth Lifestyle Interventions for Patients With Cardiometabolic Risk Factors: A Meta-Analysis. Psychosomatic Medicine 2023;85(9):795 View
  10. Ozmen S, Amarnath A, Struijs S, de Wit L, Cuijpers P. A Guided Web-Based Intervention Targeting Procrastination in College Students: Protocol for an Open Trial. JMIR Research Protocols 2023;12:e44907 View
  11. Janowski R, Green O, Shenderovich Y, Stern D, Clements L, Wamoyi J, Wambura M, Lachman J, Melendez-Torres G, Gardner F, Baerecke L, Te Winkel E, Booij A, Setton O, Tsoanyane S, Mjwara S, Christine L, Ornellas A, Chetty N, Klapwijk J, Awah I, Manjengenja N, Sokoine K, Majikata S, Cluver L. Optimising engagement in a digital parenting intervention to prevent violence against adolescents in Tanzania: protocol for a cluster randomised factorial trial. BMC Public Health 2023;23(1) View
  12. Faria M, Zin S, Chestnov R, Novak A, Lev-Ari S, Snyder M. Mental Health for All: The Case for Investing in Digital Mental Health to Improve Global Outcomes, Access, and Innovation in Low-Resource Settings. Journal of Clinical Medicine 2023;12(21):6735 View
  13. Zhang W, Yang W, Ruan H, Gao J, Wang Z. Comparison of internet-based and face-to-face cognitive behavioral therapy for obsessive-compulsive disorder: A systematic review and network meta-analysis. Journal of Psychiatric Research 2023;168:140 View
  14. Groot J, MacLellan A, Butler M, Todor E, Zulfiqar M, Thackrah T, Clarke C, Brosnan M, Ainsworth B. The Effectiveness of Fully Automated Digital Interventions in Promoting Mental Well-Being in the General Population: Systematic Review and Meta-Analysis. JMIR Mental Health 2023;10:e44658 View
  15. Callahan C, Kimber J, Hu E, Tanner L, Kunkle S. The Real-World Impact of App-Based Mindfulness on Headspace Members With Moderate and Severe Perceived Stress: Observational Study. JMIR mHealth and uHealth 2024;12:e52968 View
  16. Ho T, Le L, Engel L, Le N, Melvin G, Le H, Mihalopoulos C. Barriers to and facilitators of user engagement with web-based mental health interventions in young people: a systematic review. European Child & Adolescent Psychiatry 2025;34(1):83 View
  17. Li G, Sit H, Chen W, Wu K, Sou E, Wong M, Chen Z, Burchert S, Hong I, Sit H, Lam A, Hall B. A WHO digital intervention to address depression among young Chinese adults: a type 1 effectiveness-implementation randomized controlled trial. Translational Psychiatry 2024;14(1) View
  18. Opie J, Vuong A, Welsh E, Gray R, Pearce N, Marchionda S, Mutch R, Khalil H. Outcomes of Best-Practice Guided Digital Mental Health Interventions for Youth and Young Adults with Emerging Symptoms: Part I. A Systematic Review of Socioemotional Outcomes and Recommendations. Clinical Child and Family Psychology Review 2024;27(2):424 View
  19. Opie J, Vuong A, Welsh E, Esler T, Khan U, Khalil H. Outcomes of Best-Practice Guided Digital Mental Health Interventions for Youth and Young Adults with Emerging Symptoms: Part II. A Systematic Review of User Experience Outcomes. Clinical Child and Family Psychology Review 2024;27(2):476 View
  20. Torous J, Firth J, Goldberg S. Digital Mental Health’s Unstable Dichotomy—Wellness and Health. JAMA Psychiatry 2024;81(6):539 View
  21. Lake J, Po-Lun Fung K, Steel L, Magnacca C, Cardiff K, Thomson K, Bobbette N, Redquest B, Bailey S, Lunsky Y. The experiences of family caregiver and clinician facilitators implementing a co-delivered acceptance and commitment training (ACT) intervention. Journal of Contextual Behavioral Science 2024;33:100780 View
  22. Thomson M, Henderson G, Rogers T, Locke B, Vines J, MacBeth A, Or C. Digital mental health and peer support: Building a Theory of Change informed by stakeholders’ perspectives. PLOS Digital Health 2024;3(5):e0000522 View
  23. Hoffman B, Oppert M, Owen M. Understanding young adults’ attitudes towards using AI chatbots for psychotherapy: The role of self-stigma. Computers in Human Behavior: Artificial Humans 2024;2(2):100086 View
  24. Boucher E, Raiker J. Engagement and retention in digital mental health interventions: a narrative review. BMC Digital Health 2024;2(1) View
  25. Burchert S, Alkneme M, Alsaod A, Cuijpers P, Heim E, Hessling J, Hosny N, Sijbrandij M, van’t Hof E, Ventevogel P, Knaevelsrud C, Hanlon C. Effects of a self-guided digital mental health self-help intervention for Syrian refugees in Egypt: A pragmatic randomized controlled trial. PLOS Medicine 2024;21(9):e1004460 View
  26. Moretti F, Bortolini T, Hartle L, Moll J, Mattos P, Furtado D, Fontenelle L, Fischer R. Engagement challenges in digital mental health programs: hybrid approaches and user retention of an online self-knowledge journey in Brazil. Frontiers in Digital Health 2024;6 View
  27. Macrynikola N, Chen K, Lane E, Nguyen N, Pinto J, Yen S, Torous J. Testing the Feasibility, Acceptability, and Potential Efficacy of an Innovative Digital Mental Health Care Delivery Model Designed to Increase Access to Care: Open Trial of the Digital Clinic. JMIR Mental Health 2025;12:e65222 View
  28. Janowski R, Cluver L, Shenderovich Y, Wamoyi J, Wambura M, Stern D, Clements L, Melendez-Torres G, Baerecke L, Ornellas A, Chetty A, Klapwijk J, Christine L, Mukabana A, Te Winkel E, Booij A, Mbosoli G, Lachman J. Optimizing Engagement With a Smartphone App to Prevent Violence Against Adolescents: Results From a Cluster Randomized Factorial Trial in Tanzania. Journal of Medical Internet Research 2025;27:e60102 View
  29. Zainal N, Benjet C, Albor Y, Nuñez‐Delgado M, Zambrano‐Cruz R, Contreras‐Ibáñez C, Cudris‐Torres L, de la Peña F, González N, Guerrero‐López J, Gutierrez‐Garcia R, Jiménez‐Peréz A, Medina‐Mora M, Patiño P, Cuijpers P, Gildea S, Kazdin A, Kennedy C, Luedtke A, Sampson N, Petukhova M, Zubizarreta J, Kessler R. Statistical methods to adjust for the effects on intervention compliance in randomized clinical trials where precision treatment rules are being developed. International Journal of Methods in Psychiatric Research 2025;34(1) View
  30. Eisner E, Faulkner S, Allan S, Ball H, Di Basilio D, Nicholas J, Priyam A, Wilson P, Zhang X, Bucci S. Barriers and Facilitators of User Engagement With Digital Mental Health Interventions for People With Psychosis or Bipolar Disorder: Systematic Review and Best-Fit Framework Synthesis. JMIR Mental Health 2025;12:e65246 View
  31. Wang J, Kong H, Wang G, Wu W, Xu L. Application of coping strategies and psychological interventions in the management of depression and anxiety among leukemia patients. Psycho-Oncologie 2025;19(1):3644 View
  32. Klimczak K, Twohig M, Peacock G, Levin M. ACT-enhanced peer coaching for online ACT self-help: Feasibility and acceptability with college students. Journal of American College Health 2025:1 View
  33. Fabian K, Turner M, Foster K, Chwastiak L, Wagenaar B. Pilot Testing a Digital Transdiagnostic Mental Health Intervention for Use Among Immigrant and Refugee Youth in the USA: A Mixed Methods Evaluation of Clinical and Implementation Outcomes. Journal of Technology in Behavioral Science 2025;10(3):624 View
  34. Mohr D, Silverman A, Youn S, Areán P, Bertagnolli A, Carl J, Carlton T, Chaudhary N, Cooper D, DeVito S, Eaneff S, Flom M, Forman-Hoffman V, Fortunato L, Franchino K, Graham A, Greenberger H, Hauflaire J, Kaveladze B, Kornfield R, Kruzan K, Kuhn E, MacIver C, Muench F, Misch R, Ortega A, Palko L, Richards D, Salhi L, Schremp J, Szigethy E, Tatro N, Teachman B, Histon T. Digital mental health treatment implementation playbook: successful practices from implementation experiences in American healthcare organizations. Frontiers in Digital Health 2025;7 View
  35. Flaherty H, Beckerman N. Text-based psychotherapy: analyzing opportunities and challenges beyond the session. Social Work in Mental Health 2025;23(6):681 View
  36. Madrid‐Cagigal A, Kealy C, Potts C, Mulvenna M, Byrne M, Barry M, Donohoe G. Digital Mental Health Interventions for University Students With Mental Health Difficulties: A Systematic Review and Meta‐Analysis. Early Intervention in Psychiatry 2025;19(3) View
  37. Erasmus P, Borrmann M, Ali A, Herta S, Becker J, Moriarty G, Meinlschmidt G. Systemic therapy informed self-help and paraprofessional training in a naturalistic setting: study protocol of a digital randomised trial. Archives of Public Health 2025;83(1) View
  38. Gückel T, Prior K, Newton N, Baillie A, Teesson M, Stapinski L. Psychological mechanisms of change in reducing co-occurring social anxiety and alcohol use: A causal mediation analysis of the online Inroads intervention. Behaviour Research and Therapy 2025;191:104766 View
  39. Kasturiratna K, Hartanto A, Lee A, Koh C, Majeed N. Efficacy of digital mental health interventions for attention-deficit hyperactivity disorder: A meta-analytic review of randomised controlled trials. Computers in Human Behavior Reports 2025;19:100703 View
  40. Stoeckli R, Berger T, Aebersold M, Zoellner V, Haji F, Hunziker M, Jesus Ferreira B, Hosmann M, Burchert S, Wabiszczewicz J, Knaevelsrud C, Heim E. A Digital Psychosocial Service (Sui App) for Arabic-Speaking Refugees in Switzerland: Development and Cultural-Contextual Adaptation Using a User-Centered and Participatory Approach. JMIR Formative Research 2025;9:e59905 View
  41. Crocamo C, Palpella D, Cavaleri D, Nasti C, Piacenti S, Morello P, Lauria G, Villa O, Riboldi I, Bartoli F, Torous J, Carrà G. Digital health interventions for mental health disorders: an umbrella review of meta-analyses of randomised controlled trials. The Lancet Digital Health 2025;7(8):100878 View
  42. Klimczak K, Twohig M, Peacock G, Levin M. Mechanisms of change in peer coaching for digital ACT: A serial mediation model on program adherence and psychological flexibility's role in reducing distress. Journal of Contextual Behavioral Science 2025;37:100922 View
  43. Park J, Zhou A, Chu S, Lee S. Integrating generative AI into psychoeducation: Ten strategies across organizational, scholarly, and individual domains. Theory Into Practice 2025;64(4):465 View
  44. Fleming W, Coutts A, Pochard D, Trivedi D, Sanderson K. Human-Centered Design and Digital Transformation of Mental Health Services. JMIR Human Factors 2025;12:e66040 View
  45. Männistö S, Muotka J, Suojanen L, Lappalainen R, Pietiläinen K, Korpela R. Effect of Minimal Individual or Group Enhancement in an eHealth Program on Mental Health, Health Behavior, and Work Ability in Employees With Obesity: Randomized Controlled Trial. JMIR Mental Health 2025;12:e66518 View
  46. Zhang Q, Huang Z, Sui Y, Lin F, Guan H, Li L, Wang K, Neitzel A. Social-Media-Based Mental Health Interventions: Meta-Analysis of Randomized Controlled Trials. Journal of Medical Internet Research 2025;27:e67953 View
  47. Ozmen S, Amarnath A, de Wit L, van Klaveren C, Cuijpers P, van Straten A, Struijs S. Feasibility of a Guided Web-Based Procrastination Intervention for College Students: Open Trial. JMIR Formative Research 2025;9:e72896 View
  48. Welzel F, Pabst A, Stein J, Bleck F, Riedel-Heller S, Löbner M. Testing the Efficacy of a Web-Based Intervention for Loss and Bereavement in Later Life (AgE-health Study): Results From a Randomized Controlled Trial. Journal of Medical Internet Research 2025;27:e68662 View
  49. Juniar D, van Ballegooijen W, Kleygrewe G, van Schaik A, Passchier J, Riper H. Stress management interventions for university students in low-and middle-income countries: a systematic review and meta-analysis. Frontiers in Digital Health 2025;7 View
  50. Amarnath A, Ozmen S, van Klaveren C, van Straten A, Pei J, de Wit L, Raabe R, Cuijpers P, Struijs S. Effectiveness of a guided internet-based intervention in reducing procrastination among university students – a randomized controlled trial. Internet Interventions 2025;42:100878 View
  51. Zohar Puris S, Yuval K, Gebremariam G, Goldberg S, Aviad N, Baldwin S, Bernstein A. Nonrandomized Open Trial of a Mindfulness- and Compassion-Based Selective Preventive Mobile Health Intervention for Forcibly Displaced People. Mindfulness 2025;16(10):2845 View
  52. 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
  53. Choudhary S, Mehta U, Naslund J, Torous J. Translating Digital Health into the Real World: The Evolving Role of Digital Navigators to Enhance Mental Health Access and Outcomes. Journal of Technology in Behavioral Science 2025 View
  54. Welcome Chamberlain C, Lindsay S, Smith B, Sagui Henson S, Castro Sweet C, Levens S. Improvements in physical activity and depression symptoms: an observational study of users of a multi-modal digital mental health platform. Frontiers in Digital Health 2025;7 View
  55. Zhang Q, Li L, Sui Y, Lin F, Huang Z. Healing Online or Onsite? A Meta-analysis of Online Mental Health RCTs and a Comparison with In-person RCTs Among Children and Adolescents. Adolescent Research Review 2025 View
  56. Zhang Q, Zhang R, Xiong Y, Sui Y, Tong C, Lin F. Generative AI Mental Health Chatbots as Therapeutic Tools: A Systematic Review and Meta-Analysis of their Role in Reducing Mental Health Issues (Preprint). Journal of Medical Internet Research 2025 View
  57. Stoeckli R, Zoellner V, Haji F, Aebersold M, Burchert S, Wabiszczewicz J, Knaevelsrud C, Heim E, Berger T. Psychosocial support for Arabic-speaking refugees residing in Switzerland (Sui app): A mixed-methods randomised controlled trial. Journal of Migration and Health 2025;12:100379 View

Conference Proceedings

  1. Wruk A, Ding X. Proceedings of the 16th Biannual Conference of the Italian SIGCHI Chapter. "It Doesn’t Feel Like Work": Understanding the Use of General Over Specialised Digital Technologies for Mental Well-being Support View