ArticleCurrent opinion in systems biology2020
Digital Health and Addiction.
Article in Current opinion in systems biology, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers, 1 of them a synthesis that pooled it.
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
17 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Digital Help for Substance Users (SU): A Systematic Review.International journal of environmental research and public health · 2022Pooled it
- Perceptions of Technology and Digital Health Tools Among Recently Incarcerated Adults With Opioid Use Disorder: Semistructured Interview Study.Journal of medical Internet research · 2026Article
- Supporting desistance from crime and recovery from drug use with a patient-facing bidirectional eHealth tool: a case report.Journal of medical case reports · 2026Article
- Learning Mechanisms in Alcohol Use Disorders.Addiction biology · 2026Review
- A Narrative Review of Digital Addiction and Health: A New Challenge for Modern Medicine.Cureus · 2025Review
- Implementing real-time assessments of substance use cravings, triggers, and mood: a feasibility study with justice-involved populations.Health & justice · 2025Article
- Economic Impact of an Employer-Sponsored Integrated Digital Intervention Targeting Substance Use Disorders: Return on Investment Analysis.Telemedicine journal and e-health : the official journal of the American Telemedicine Association · 2025Article
- Current approaches using remote monitoring technology in alcohol use disorder (AUD): an integrative review.Alcohol and alcoholism (Oxford, Oxfordshire) · 2025Review
- From Digital Inclusion to Digital Transformation in the Prevention of Drug-Related Deaths in Scotland: Qualitative Study.Journal of medical Internet research · 2024Article
- Trajectory classes of engagement with an alcohol text message intervention and predictors of intervention engagement.Addictive behaviors · 2023Article
- Digital Biomarker Applications Across the Spectrum of Opioid Use Disorder.Cogent mental health · 2023Article
- Digital Treatment Paths for Substance Use Disorders (SUDs).International journal of environmental research and public health · 2022Article
- Coronavirus Disease 2019 and the Impact on Substance Use Disorder Treatments.The Psychiatric clinics of North America · 2022Review
- The Feasibility and Utility of Harnessing Digital Health to Understand Clinical Trajectories in Medication Treatment for Opioid Use Disorder: D-TECT Study Design and Methodological Considerations.Frontiers in psychiatry · 2022Article
- Mobile phone sensor-based detection of subjective cannabis intoxication in young adults: A feasibility study in real-world settings.Drug and alcohol dependence · 2021Article
- Use of Telehealth in Substance Use Disorder Services During and After COVID-19: Online Survey Study.JMIR mental health · 2021Article
- An Examination of the Feasibility of Detecting Cocaine Use Using Smartwatches.Frontiers in psychiatry · 2021Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
1 author.
Funding
Abstract
Digital technologies are rapidly changing how we understand and promote health. A robust and growing line of research has examined how digital health may enhance our understanding and treatment of addiction. This manuscript highlights innovations in the application of digital health approaches to addiction medicine, with a particular emphasis on advances in (1) real-time measurement of drug use events, (2) real-time measurement of the confluence of factors that surround drug use events, and (3) research examining how real-time measurement can inform responsive, in-the-moment interventions to prevent and treat substance use disorder. Although this manuscript focuses on addiction medicine as one exemplar of the striking impact of digital health, science-based digital health offers generalizable solutions to scaling-up unprecedented models of precision healthcare delivery across a broad spectrum of diseases across the globe.
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.