ArticleJournal of psychiatry and brain science2024
Closing the Digital Divide in Interventions for Substance Use Disorder.
Article in Journal of psychiatry and brain science, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 14 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
14 citing papers in PubMed.
- Barriers and facilitators to scaling up medications for opioid use disorder in Kentucky: qualitative perspectives of treatment organization staff.Substance abuse treatment, prevention, and policy · 2025Trial
- Perceptions of Technology and Digital Health Tools Among Recently Incarcerated Adults With Opioid Use Disorder: Semistructured Interview Study.Journal of medical Internet research · 2026Article
- Proposal of a Conceptual Framework on Barriers to Addiction Prevention and Their Potential Contribution to Prevention Failure.Journal of prevention (2022) · 2026Article
- Built and socioeconomic environment: associations with cancer-risk health behaviors among healthy emerging adults.Journal of behavioral medicine · 2026Article
- Examining the state of telehealth for mental health and substance use care after the coronavirus disease 2019 pandemic: An integrative review.The Journal of international medical research · 2026Review
- User experience and real-world implementation of a peer-integrated digital health intervention for substance use disorder.Research square · 2026Article
- Working Alliance and Subjective Engagement with a Digital Avatar CBT Platform (RITchBehavioral sciences (Basel, Switzerland) · 2026Article
- Digital Therapeutic Content for Substance Use Disorder Treatment: Development and Evaluation Study.JMIR formative research · 2026Article
- Comparing Pregnant and Postpartum Client and Provider Feedback on a Digital Health Intervention for Substance Use Recovery: User-Centered Design Approach.JMIR formative research · 2026Article
- Demographic and socioeconomic factors influencing the adoption of telehealth services for substance use treatment.BMC public health · 2025Article
- Digital Contingency Management for Substance Use Disorder Treatment: 12-Month Quasi-Experimental Design.JMIR mental health · 2025Article
- Digital detection of craving and stress for individuals in recovery from substance use disorder: A qualitative study.Drug and alcohol dependence reports · 2025Article
- Harnessing Artificial Intelligence (AI) in Anaesthesiology: Enhancing Patient Outcomes and Clinical Efficiency.Cureus · 2024Review
- A health-equity framework for tailoring digital non-pharmacological interventions in aging.Nature. Mental health · 2024Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
7 authors.
Funding
Abstract
Digital health interventions are exploding in today's medical practice and have tremendous potential to support the treatment of substance use disorders (SUD). Developers and healthcare providers alike must be cognizant of the potential for digital interventions to exacerbate existing inequities in SUD treatment, particularly as they relate to Social Determinants of Health (SDoH). To explore this evolving area of study, this manuscript will review the existing concepts of the digital divide and digital inequities, and the role SDoH play as drivers of digital inequities. We will then explore how the data used and modeling strategies can create bias in digital health tools for SUD. Finally, we will discuss potential solutions and future directions to bridge these gaps including smartphone ownership, Wi-Fi access, digital literacy, and mitigation of historical, algorithmic, and measurement bias. Thoughtful design of digital interventions is quintessential to reduce the risk of bias, decrease the digital divide, and create equitable health outcomes for individuals with SUD.
Indexed as
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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.