ReviewSubstance abuse and rehabilitation2026
Digital Therapies for Substance Use Disorders: Recent Advances and Engagement Strategies.
Review in Substance abuse and rehabilitation, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 3 papers.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
3 citing papers in PubMed.
- Digital Therapeutic Content for Substance Use Disorder Treatment: Development and Evaluation Study.JMIR formative research · 2026Article
- Working Alliance and Subjective Engagement with a Digital Avatar CBT Platform (RITchBehavioral sciences (Basel, Switzerland) · 2026Article
- Implementation outcomes of video-observed oral fluid self-collection for drug testing in substance use disorder treatment: a pilot study.Frontiers in public health · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Substance use disorders (SUDs) are highly prevalent, chronic conditions that often go untreated. Technology-driven interventions, including digital therapeutics, web-based programs, and mobile applications, have expanded treatment access. The COVID-19 pandemic accelerated the adoption of digital approaches, and national policy calls for enhanced use of telehealth and app-based recovery support. However, user engagement with SUD apps remains a challenge. Objective: This narrative review summarizes evidence on digital interventions for SUDs, emphasizing mobile apps. It examines what differentiates effective interventions, drawing on insights from the broader context of general mobile app use. It also proposes strategies to enhance engagement in digital therapeutics. Methods: We reviewed the literature (2013-2025) on SUD digital interventions, including randomized trials, systematic reviews, and large observational studies of SUD-focused apps. Key findings on clinical efficacy and engagement were extracted, along with examining engagement tactics from mobile gaming and other app domains to inform potential improvements. Results: Several apps have demonstrated efficacy in reducing substance use or supporting abstinence, particularly those that integrate evidence-based therapy content, provide personalized feedback, offer craving-management tools, and facilitate connectivity to peer or clinician support. In contrast, apps with minimal interactive content often show no added benefit. A major barrier is sustaining user engagement, as many SUD apps experience a steep drop-off in use after the initial download. Strategies such as gamification, contingency management (utilizing incentives), social networking features, and integration with ongoing care can significantly enhance engagement. Early data suggest that blending these strategies into SUD apps yields higher retention and better clinical results. Conclusion: Mobile apps are emerging as valuable adjuncts for SUD treatment, but their real-world impact depends on users' engagement with compelling content. By incorporating tangible rewards, personalized and timely interventions, social support, and provider involvement, digital therapies for SUDs enhance engagement and, consequently, improve long-term recovery outcomes.
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Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.