ReviewJournal of substance abuse treatment2021
Online digital recovery support services: An overview of the science and their potential to help individuals with substance use disorder during COVID-19 and beyond.
Review in Journal of substance abuse treatment, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 47 papers, 3 of them syntheses 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
47 citing papers in PubMed, 3 syntheses or guidelines pooled it, 78 citations in OpenAlex.
- How effective are remote and/or digital interventions as part of alcohol and drug treatment and recovery support? A systematic review and meta-analysis.Addiction (Abingdon, England) · 2025Pooled it
- Digital Help for Substance Users (SU): A Systematic Review.International journal of environmental research and public health · 2022Pooled it
- Evidence Base on Outpatient Behavioral Treatments for Adolescent Substance Use, Update 2018-2023: Current Status, Best Practices, and Opportunities for Advancing the Science.Journal of clinical child and adolescent psychology : the official journal for the Society of Clinical Child and Adolescent Psychology, American Psychological Association, Division 53Pooled it
- Persons from racial and ethnic minority groups receiving medication for opioid use disorder experienced increased difficulty accessing harm reduction services during COVID-19.Journal of substance abuse treatment · 2022Trial
- Effects of participation in a large, online community for substance use disorder recovery: A naturalistic, longitudinal study.Psychology of addictive behaviors : journal of the Society of Psychologists in Addictive Behaviors · 2026Article
- Evidence-based therapist guided introduction to online heavy cannabis use treatment in Canadian adults: a Randomized Controlled Trial (RCT).Journal of cannabis research · 2026Article
- Forging Online Community Among People in Recovery From Substance Use: Natural Language Processing and Deep-Learning Analysis of The Phoenix App User-Generated Data.JMIR mHealth and uHealth · 2025Article
- A Narrative Review of Nicotine and Alcohol Addiction Recovery Content on TikTok.Journal of the Korean Academy of Child and Adolescent Psychiatry · 2025Article
- Social media for recovery support for people with substance use disorder. A cross-sectional study of use patterns and motivations.Drug and alcohol dependence reports · 2025Article
- Perspectives on a Technology-Based Smoking Cessation Intervention Among Youth Exiting Foster Care.Children and youth services review · 2025Article
- Exploring support provision for recovery from substance use disorder among members of a sober active community.Scientific reports · 2025Article
- Content analysis of substance use disorder recovery discourse on Twitter: From personal recovery narratives to marketing of addiction treatment.Alcohol, clinical & experimental research · 2025Article
- Effectiveness of Mutual Help Groups for Illicit Drug Use Disorders: A Review of the Current Literature.Current addiction reports · 2025Article
- Rates and factors for 30-day readmission in patients with substance use disorders during the COVID-19 pandemic.Frontiers in psychiatry · 2025Article
- Differences in the Rates of Diagnoses of Mental and Behavioral Disorders Due to Psychoactive Substance Use by Sex and Age during Pre-Pandemic and COVID-19 Pandemic Periods in Kazakhstan.Healthcare (Basel, Switzerland) · 2024Article
- Characteristics and engagement among English-language online forums for addiction recovery available in the US.Internet interventions · 2024Article
- Linkage facilitation services for opioid use disorder: Taxonomy of facilitation practitioners, goals, and activities.Journal of substance use and addiction treatment · 2024Review
- Assessing NIAAA's Definition of Recovery from Alcohol Use Disorder: A Latent Class Analysis of a Heterogeneous Online Sample.Alcoholism treatment quarterly · 2024Article
- Changes in substance use, recovery, and quality of life during the initial phase of the COVID-19 pandemic.PloS one · 2024Article
- Testing a Digital Health App for Patients With Alcohol-Associated Liver Disease: Mixed Methods Usability Study.JMIR formative research · 2023Article
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 at 2 institutions in 1 country.
Funding
Abstract
backgroundThe COVID-19 pandemic and related social distancing public health recommendations will have indirect consequences for individuals with current and remitted substance use disorder (SUD). Not only will stressors increase risk for symptom exacerbation and/or relapse, but individuals will also have limited service access during this critical time. Individuals with SUD are using free, online digital recovery support services (D-RSS) that leverage peer-to-peer connection (i.e., social-online D-RSS) which simultaneously help these individuals to access support and adhere to public health guidelines. Barriers to SUD treatment and recovery support service access, however, are not unique to the COVID-19 epoch. The pandemic creates an opportunity to highlight problems that will persist beyond its immediate effects, and to offer potential solutions that might help address these long-standing, systemic issues. To help providers and other key stakeholders effectively support those interested in, or who might benefit from, participation in free, social-online D-RSS, this review outlines the following: 1) theories of expected therapeutic benefits from, and potential drawbacks of social-online D-RSS participation; 2) a typology that can be used to describe and classify D-RSS; 3) a D-RSS "case study" to illustrate how to apply the theory and typology; 4) what is known empirically about social-online D-RSS; and 5) whether and how to engage individuals with these online resources.
methodNarrative review combining research and theory on both in-person recovery supports and social-online D-RSS.
resultsStudies examining in-person recovery support services, such as AA and other mutual-help organizations, combined with theory about how social-online D-RSS might confer benefit, suggest these digital supports may engage individuals with SUD and mobilize salutary change in similar ways. While people may use in-person and digital supports simultaneously, when comparing the two modalities, communication science and telemedicine group therapy data suggest that D-RSS may not provide the same magnitude of benefit as in-person services. D-RSS can be classified based on the a) type of service, b) type of platform, c) points of access, and d) organizations responsible for their delivery. Research has not yet rigorously tested the effectiveness of social-online D-RSS specifically, though existing data suggest that those who use these services generally find their participation to be helpful. Content analyses suggest that these services are likely to facilitate social support and unlikely to expose individuals to harmful situations.
conclusionsWhen in-person treatment and recovery support services are limited, as is the case during the COVID-19 pandemic, expected therapeutic benefits and emerging data, taken together, suggest providers, mentors, and other community leaders may wish to refer individuals with current and remitted SUD to free, social-online D-RSS. Given the array of available services in the absence of best practice guidelines, we recommend that when making D-RSS referrals, stakeholders familiarize themselves with theorized benefits and drawbacks of participation, use a typology to describe and classify services, and integrate current empirical knowledge, while relying on trusted federal, academic, and national practice organization resource lists.
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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.