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

Recruitment of Research Participants (396) Medicine 2.0: Social Media, Open, Participatory, Collaborative Medicine (1999) Electronic/Mobile Data Capture, Internet-based Survey & Research Methodology (1052) mHealth for Data Collection and Research (1288) Participatory Design and Participatory Research (463) Anxiety and Stress Disorders (1397) Mental Health Issues in Adolescence (697) Artificial Intelligence (2458) Innovations in Clinical Trials and Research Data Management (148)

Published on in Vol 27 (2025)

Preprints (earlier versions) of this paper are available at https://preprints.jmir.org/preprint/60413, first published .
Three friends using smartphones, one holding phone with social media apps

Recruiting Young People for Digital Mental Health Research: Lessons From an AI-Driven Adaptive Trial

Recruiting Young People for Digital Mental Health Research: Lessons From an AI-Driven Adaptive Trial

Authors of this article:

Wu Yi Zheng1 Author Orcid Image ;   Artur Shvetcov1 Author Orcid Image ;   Aimy Slade1 Author Orcid Image ;   Zoe Jenkins1 Author Orcid Image ;   Leonard Hoon2 Author Orcid Image ;   Alexis Whitton1 Author Orcid Image ;   Rena Logothetis2 Author Orcid Image ;   Smrithi Ravindra1 Author Orcid Image ;   Stefanus Kurniawan2 Author Orcid Image ;   Sunil Gupta2 Author Orcid Image ;   Kit Huckvale3 Author Orcid Image ;   Eileen Stech1 Author Orcid Image ;   Akash Agarwal2 Author Orcid Image ;   Joost Funke Kupper2 Author Orcid Image ;   Stuart Cameron2 Author Orcid Image ;   Jodie Rosenberg1 Author Orcid Image ;   Nicholas Manoglou2 Author Orcid Image ;   Manisha Senadeera2 Author Orcid Image ;   Svetha Venkatesh2 Author Orcid Image ;   Kon Mouzakis2 Author Orcid Image ;   Rajesh Vasa2 Author Orcid Image ;   Helen Christensen1 Author Orcid Image ;   Jill M Newby1 Author Orcid Image
Article Authors Cited by (5) Tweetations Metrics

Journals

  1. Dallison S, Munir S, Chubb E, Padley H, Fung H, Desrochers D, Loades M. How have contemporary research studies used social media to recruit to digital self-help intervention research for young people’s mental health?: a mapping review. BMC Medical Research Methodology 2025;25(1) View
  2. Dooley J, Whitmore A, Gillett E, Watkins E. A Comparison of Participant Demographics Across Co-Designed Recruitment Methods to Two Student Mental Health Trials: Cross-Sectional Observational Study. JMIR Formative Research 2026;10:e76018 View
  3. Clements M, Duan S, Zahn R, Georgescu A, Catmur C, Valmaggia L. Feasibility of conducting immersive virtual reality studies remotely. Mental Health and Digital Technologies 2026:1 View
  4. García-Huércano C, Conejo-Cerón S, Rodríguez-Morejón A, Martínez-Vispo C, Sánchez-Aguadero N, Tamayo-Morales O, Moreno-Peral P. Recruitment strategies and participant motivations in a digital randomized controlled trial for the prevention of anxiety disorders: the prevANS study. Frontiers in Digital Health 2026;8 View
  5. . Instagram and Mental Health: Scoping Review with ☸️SAIMSARA. SAIMSARA Journal 2026;1(4) View