Evidence map›Paper›PMID 33129636›Full record

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.

Brandon G Bergman, John F Kelly

Open access · bronzeAbstract readReview
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
47citing papers in PubMed, 3 pooled it
7.0field-weighted citation impact, top 3% of its field
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

47 citing papers in PubMed, 3 syntheses or guidelines pooled it, 78 citations in OpenAlex.

  1. Pooled it
  2. Digital Help for Substance Users (SU): A Systematic Review.International journal of environmental research and public health · 2022
    Pooled it
  3. 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 53
    Pooled it
  4. Trial
  5. 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 · 2026
    Article
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  8. A Narrative Review of Nicotine and Alcohol Addiction Recovery Content on TikTok.Journal of the Korean Academy of Child and Adolescent Psychiatry · 2025
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

2 authors at 2 institutions in 1 country.

Brandon G BergmanRecovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Boston, MA, United States of America; Harvard Medical School, Boston, MA, United States of America. Electronic address: bgbergman@mgh.harvard.edu.
John F KellyRecovery Research Institute, Center for Addiction Medicine, Massachusetts General Hospital, Boston, MA, United States of America; Harvard Medical School, Boston, MA, United States of America.
Harvard University · USMassachusetts General Hospital · US

Funding

Mentoring in Patient-Oriented Addiction ResearchK24AA022136 · NIAAA · MASSACHUSETTS GENERAL HOSPITAL · PI KELLY, JOHN F. · 2014 to 2023
$1.8M
Funded extension request for "Expanding recovery support for emerging adults with alcohol use disorder: Training in the science of social network sites"K23AA025707 · NIAAA · MASSACHUSETTS GENERAL HOSPITAL · PI BERGMAN, BRANDON G. · 2018 to 2023
$1.0M
NIAAA NIH HHS K23 AA025707NIAAA NIH HHS K24 AA022136
6 · The paper itself

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.

Indexed as

COVID-19InternetCommunicationHumansPractice Guidelines as TopicPublic HealthSocial SupportSubstance-Related DisordersTelemedicineCOVID-19Digital recovery support servicesMutual-help organizationsTelemedicine

Identifiers

PMID33129636
PMCPMC7532989
OpenAlexW3090911881

What OpenQuestion holds

Textmetadata
Read underepoch 390

Registered trials

None linked

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.