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

Web-based and Mobile Health Interventions (4018) Mobile Health (mhealth) (3464) Digital Mental Health Interventions, e-Mental Health and Cyberpsychology (2111) Depression and Mood Disorders; Suicide Prevention (1691) Anxiety and Stress Disorders (1330)

Published on in Vol 25 (2023)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/47860, first published .
A Personalized, Transdiagnostic Smartphone Intervention (Mello) Targeting Repetitive Negative Thinking in Young People With Depression and Anxiety: Pilot Randomized Controlled Trial

A Personalized, Transdiagnostic Smartphone Intervention (Mello) Targeting Repetitive Negative Thinking in Young People With Depression and Anxiety: Pilot Randomized Controlled Trial

A Personalized, Transdiagnostic Smartphone Intervention (Mello) Targeting Repetitive Negative Thinking in Young People With Depression and Anxiety: Pilot Randomized Controlled Trial

Authors of this article:

Imogen Bell1, 2 Author Orcid Image ;   Chelsea Arnold1, 2 Author Orcid Image ;   Tamsyn Gilbertson1, 2 Author Orcid Image ;   Simon D’Alfonso1, 3 Author Orcid Image ;   Emily Castagnini1, 2 Author Orcid Image ;   Nicola Chen1, 2 Author Orcid Image ;   Jennifer Nicholas1, 2 Author Orcid Image ;   Shaunagh O’Sullivan1, 2 Author Orcid Image ;   Lee Valentine1, 2 Author Orcid Image ;   Mario Alvarez-Jimenez1, 2 Author Orcid Image
Article Authors Cited by (19) Tweetations (30) Metrics

Journals

  1. Cross S, Alvarez-Jimenez M. The digital cumulative complexity model: a framework for improving engagement in digital mental health interventions. Frontiers in Psychiatry 2024;15 View
  2. Valentine L, Arnold C, Nicholas J, Castagnini E, Malouf J, Alvarez-Jimenez M, Bell I. A Personalized, Transdiagnostic Smartphone App (Mello) Targeting Repetitive Negative Thinking for Depression and Anxiety: Qualitative Analysis of Young People’s Experience. Journal of Medical Internet Research 2024;26:e63732 View
  3. Linardon J, Fuller-Tyszkiewicz M, Firth J, Goldberg S, Anderson C, McClure Z, Torous J. Systematic review and meta-analysis of adverse events in clinical trials of mental health apps. npj Digital Medicine 2024;7(1) View
  4. Moulds M, McEvoy P. Repetitive negative thinking as a transdiagnostic cognitive process. Nature Reviews Psychology 2025;4(2):127 View
  5. Stenzel K, Keller J, Kirchner L, Rief W, Berg M. Efficacy of cognitive behavioral therapy in treating repetitive negative thinking, rumination, and worry – a transdiagnostic meta-analysis. Psychological Medicine 2025;55 View
  6. Shahsavar Y, Choudhury A, Moitra, E. Effectiveness of evidence based mental health apps on user health outcome: A systematic literature review. PLOS ONE 2025;20(3):e0319983 View
  7. Zainal N, Liu X, Leong U, Yan X, Chakraborty B. Bridging Innovation and Equity: Advancing Public Health Through Just-in-Time Adaptive Interventions. Annual Review of Public Health 2025;46(1):43 View
  8. Potts C, Kealy C, McNulty J, Madrid-Cagigal A, Wilson T, Mulvenna M, O'Neill S, Donohoe G, Barry M. Digital Mental Health Interventions for Young People Aged 16-25 Years: Scoping Review. Journal of Medical Internet Research 2025;27:e72892 View
  9. Torous J, Linardon J, Goldberg S, Sun S, Bell I, Nicholas J, Hassan L, Hua Y, Milton A, Firth J. The evolving field of digital mental health: current evidence and implementation issues for smartphone apps, generative artificial intelligence, and virtual reality. World Psychiatry 2025;24(2):156 View
  10. Wanniarachchi V, Greenhalgh C, Choi A, Warren J. Personalization variables in digital mental health interventions for depression and anxiety in adolescents and youth: a scoping review. Frontiers in Digital Health 2025;7 View
  11. Schaap G, Butt B, Bode C, Ayatollahi H. Suitability of just-in-time adaptive intervention in post-COVID-19-related symptoms: A systematic scoping review. PLOS Digital Health 2025;4(5):e0000832 View
  12. Cross S, Mangelsdorf S, Valentine L, O'Sullivan S, McEnery C, Scott I, Gilbertson T, Louis S, Myer J, Liu P, Dhonnagáin N, Wren T, Carey E, Cagliarini D, Jacobs R, Pot-Kolder R, Bell I, Nicholas J, Valmaggia L, Gleeson J, Alvarez-Jimenez M. Insights from fifteen years of real-world development, testing and implementation of youth digital mental health interventions. Internet Interventions 2025;41:100849 View
  13. Linardon J, Anderson C, Messer M, Liu C, Torous J. Transdiagnostic-focused apps for depression and anxiety: a meta-analysis. npj Digital Medicine 2025;8(1) View
  14. Oba T, Takano K, Sugawara D, Kimura K. Just-in-Time Delivery of Cognitive Behavioral Therapy–Based Exercises: Single-Case Experimental Design With Random Multiple Baselines. JMIR Formative Research 2025;9:e69556 View
  15. Zarski A, Sextl-Plötz T, Schmidt-Hantke J, Hess N, Buntrock C. Participatory development and proof-of-concept of a dyadic-based, AI-driven, just-in-time adaptive intervention mechanism for preventing anxiety and depressive disorders via app: study protocol for a feasibility study. Frontiers in Public Health 2025;13 View
  16. Schwerdtfeger A, Tatschl J, Rominger C. Effectiveness of 2 Just-in-Time Adaptive Interventions for Reducing Stress and Stabilizing Cardiac Autonomic Function: Microrandomized Trials. Journal of Medical Internet Research 2025;27:e69582 View
  17. Giber B, Schier M, Bress J, Mir Z, Diaz J, Falk A, Bennett S, Perlis R, Lee F, Gunning F, Solomonov N. Uncovering the heterogeneity in young adult anxiety: subtypes predict outcomes of a CBT mobile app. Molecular Psychiatry 2025 View
  18. Alsalloum G, Dalibalta S, Hadijat Y. Harnessing digital health interventions to address the heterogeneity of depression: a systematic review. Frontiers in Digital Health 2025;7 View
  19. Linardon J, Torous J, Messer M, Liu C, Bell I, Nicholas J, Goldberg S. Association between user engagement and clinical outcomes in smartphone apps for depression and anxiety: A systematic review and meta-analysis. Psychiatry Research 2026;355:116864 View