Currently accepted at: Journal of Medical Internet Research
Date Submitted: Apr 24, 2025
Date Accepted: Sep 21, 2026
This paper has been accepted and is currently in production.
It will appear shortly on 10.2196/76494
The final accepted version (not copyedited yet) is in this tab.
Warning: This is an author submission that is not peer-reviewed or edited. Preprints - unless they show as "accepted" - should not be relied on to guide clinical practice or health-related behavior and should not be reported in news media as established information.
Identifying Person-, Intervention- and System-Level Factors on Uptake and Engagement with a Preventive Transdiagnostic Digital Mental Health Intervention in Adolescents: A Qualitative Interview Study
ABSTRACT
Background:
Adolescence is a critical period for preventive mental health care, yet many young people experience barriers to seeking help, including stigma, low mental health literacy, and limited service availability. Digital mental health interventions (DMHIs) hold promise as low-threshold, scalable solutions, but their uptake and engagement remain low. Moreover, much of the existing research has relied on quantitative approaches with forced-choice responses, insufficiently considering adolescents’ perspectives and needs. To enhance the design, relevance, and effectiveness of preventive DMHIs, it is essential to systematically explore, integrate, and evaluate young people’s perspectives through co-design methodologies.
Objective:
This study explored factors influencing adolescents’ uptake and engagement with preventive transdiagnostic DMHIs across person, intervention and system levels using a qualitative, co-design approach.
Methods:
Participants were recruited through voluntary response sampling. A qualitative study with single-interview design was employed. The semi-structured interviews were recorded, transcribed verbatim and analyzed through structured qualitative content analysis.
Results:
The sample consisted of 48 participants (mean age=16.52; 35 female). Seven main topics across the three levels were identified: (1) facilitating factors in the awareness phase of help-seeking and (2) beliefs about uptake and engagement with DMHIs at the person level, (3) required features of the DMHI, (4) expected support and (5) preferences regarding the presentation of intervention content that influence uptake and enhance engagement at the intervention level and (6) suggestions of adolescents about the integration of DMHIs into existing mental health services to ensure uptake and engagement at the system level. Furthermore, (7) several discrepancies between adolescents’ expectations and implementation possibilities were identified. This resulted in a final overview outlining implementation suggestions of these identified factors to enhance uptake and engagement at all three levels.
Conclusions:
Enhancing uptake and engagement at the person level could be achieved by providing clear and transparent information on the DMHI’s purpose, its developers, data security, and expected benefits before and during registration. Testimonials, peer-exchange functions and personalization and individualization options may enhance uptake and engagement at the intervention level. At the system level, integrating low-threshold, adaptive DMHIs into existing mental health services could facilitate broader accessibility and sustained engagement. These findings emphasize the importance of incorporating adolescents’ perspectives into DMHI development by exploring how and why uptake and engagement occurs to use these insights to develop new or to optimize existing preventive DMHIs.
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Copyright
© The authors. All rights reserved. This is a privileged document currently under peer-review/community review (or an accepted/rejected manuscript). Authors have provided JMIR Publications with an exclusive license to publish this preprint on it's website for review and ahead-of-print citation purposes only. While the final peer-reviewed paper may be licensed under a cc-by license on publication, at this stage authors and publisher expressively prohibit redistribution of this draft paper other than for review purposes.