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

Reviews in Digital Mental Health (261) Web-based and Mobile Health Interventions (3609) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (1782) mHealth for Wellness, Behavior Change and Prevention (3083) Methods and New Tools in Mental Health Research (497) Digital Health Reviews (1500)

Published on in Vol 10 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/44658, first published .
The Effectiveness of Fully Automated Digital Interventions in Promoting Mental Well-Being in the General Population: Systematic Review and Meta-Analysis

The Effectiveness of Fully Automated Digital Interventions in Promoting Mental Well-Being in the General Population: Systematic Review and Meta-Analysis

The Effectiveness of Fully Automated Digital Interventions in Promoting Mental Well-Being in the General Population: Systematic Review and Meta-Analysis

Authors of this article:

Julia Groot1 Author Orcid Image ;   Alexander MacLellan1 Author Orcid Image ;   Madelaine Butler1 Author Orcid Image ;   Elisa Todor1 Author Orcid Image ;   Mahnoor Zulfiqar1 Author Orcid Image ;   Timothy Thackrah2 Author Orcid Image ;   Christopher Clarke3 Author Orcid Image ;   Mark Brosnan4 Author Orcid Image ;   Ben Ainsworth5 Author Orcid Image
Article Authors Cited by (6) Tweetations (2) Metrics

Journals

  1. Saboor S, Medina A, Marciano L. Application of Positive Psychology in Digital Interventions for Children, Adolescents, and Young Adults: Systematic Review and Meta-Analysis of Controlled Trials. JMIR Mental Health 2024;11:e56045 View
  2. Paleri V, Valmaggia L, Kaleva I, Martland R, Riches S. Digital Staff Support Interventions for the Psychological Wellbeing of Healthcare Professionals: A Systematic Review. Journal of Technology in Behavioral Science 2024 View
  3. Siddals S, Torous J, Coxon A. “It happened to be the perfect thing”: experiences of generative AI chatbots for mental health. npj Mental Health Research 2024;3(1) View
  4. 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
  5. Loughnane C, Laiti J, O’Donovan R, Dunne P. Systematic review exploring human, AI, and hybrid health coaching in digital health interventions: trends, engagement, and lifestyle outcomes. Frontiers in Digital Health 2025;7 View
  6. Dunphy M, Nuske H. Evaluating an mHealth Intervention for First Responders, Military Personnel and Veterans: Randomized Controlled Trial (Preprint). Journal of Medical Internet Research 2025 View