Accepted for/Published in: Journal of Medical Internet Research
Date Submitted: Dec 24, 2024
Date Accepted: May 21, 2025
How Digital Health Interventions Shape Outcomes for Emerging Adults Living with Type 1 Diabetes: Insights from a Realist Process Evaluation
ABSTRACT
Background:
Emerging adults living with type 1 diabetes (T1D) need targeted support to equip them with the knowledge and motivation required for self-management, particularly as they transition from pediatric to adult care. While multi-component digital health interventions have shown promise in addressing their multi-faceted needs, traditional effectiveness studies provide little, if any, insights into which components work effectively, how they function, and for whom.
Objective:
To explore the implementation of a multi-component, text message-based digital intervention [Keeping in Touch (KiT)] to provide early insights into which component(s) may shape participants’ transition experiences and how. The secondary objective was to explore which subgroups, defined by individual characteristics, may benefit most from the intervention.
Methods:
Embedded within a broader Randomized Controlled Trial (RCT), we conducted a qualitative realist evaluation with intervention-arm participants who had engaged with KiT for a minimum of three months. One-on-one, semi-structured realist interviews were conducted in a teacher-learner cycle to test the initial program theory. The initial program theory included several pathways through which the five intervention components (i.e., T1D self-management information and suggestions, transition support information, problem-solving support, stress management strategies, and transition reminders) were hypothesized to influence a range of theorized outcomes. Descriptive analyses of the intervention usage data and survey data were conducted to contextualize the qualitative insights.
Results:
A total of sixteen interviews were completed with intervention-arm participants. All five KiT intervention components were reported to shape participants’ transition experiences positively, but to varying degrees. T1D self-management information and suggestions presented universal positive impact across all participants. However, the effectiveness of problem-solving support and stress management strategies varied depending on participants’ individual characteristics (e.g., duration of diabetes, perceived access to information, baseline diabetes distress). Rather than acting through a parallel of independent mechanisms, KiT appeared to support participants’ transition experiences via multiple chains of interconnected mechanisms, often beginning with knowledge or reinforcement and contributing to changes in motivation (e.g., self-efficacy, diabetes distress). Interview participants described tangible improvement in mechanisms and proximal outcomes (e.g., diabetes knowledge, self-efficacy), which were aligned with general trends observed in patient-reported outcomes from their survey data.
Conclusions:
A multi-component, text message-based digital intervention could support emerging adults living with T1D during their transition to adult care by enhancing their knowledge and motivation for self-management. Participant subgroups responded differently to various intervention components, which highlights that “one size fits all” approaches are likely inadequate. Digital interventions should be developed and studied in a variety of subgroups and contexts to optimize their reach. Interventions for emerging adults living with T1D might benefit from targeting those who are more recently diagnosed with relatively lower baseline levels of diabetes knowledge and self-efficacy, or higher levels of diabetes distress.
Citation
Request queued. Please wait while the file is being generated. It may take some time.
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.