SynthesisBMC public health2019
A systematic review of the effectiveness of digital interventions for illicit substance misuse harm reduction in third-level students.
Synthesis in BMC public health, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 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
22 citing papers in PubMed, 1 synthesis or guideline pooled it, 43 citations in OpenAlex.
- Enhancing Postsecondary Students' Dietary Behaviours: A Systematic Review of Mobile Health Interventions.Journal of human nutrition and dietetics : the official journal of the British Dietetic Association · 2025Pooled it
- Effect of a Smartphone App (S-Check) on Actual and Intended Help-Seeking and Motivation to Change Methamphetamine Use Among Adult Consumers of Methamphetamine in Australia: Randomized Waitlist-Controlled Trial.JMIR mHealth and uHealth · 2024Trial
- Positive psychological interventions on alcohol use and consequences: Pilot randomized trial in a young adult cannabis-using sample.Journal of substance use and addiction treatment · 2024Trial
- Feasibility and Acceptability of a Text Message-Based Intervention to Reduce Overuse of Alcohol in Emergency Department Patients: Controlled Proof-of-Concept Trial.JMIR mHealth and uHealth · 2020Trial
- Associations of Health Belief Model Constructs and Self-Control with Drug Avoidance Intention Among University Students in the Republic of Korea: A Cross-Sectional Study.Behavioral sciences (Basel, Switzerland) · 2026Article
- "That would be such a game changer": a qualitative study of the acceptability and feasibility of a digital harm reduction support tool among people who use drugs.Harm reduction journal · 2026Article
- Adopting a user-centred design approach for the development of on-device technology to prevent the viewing of child sexual abuse material: app design insights and principles from the development of 'Salus'.Frontiers in psychiatry · 2026Article
- Digital public health interventions for the promotion of mental well-being and health behaviors among university students: a rapid review.BMC public health · 2025Review
- Trends in cocaine use and cocaine-related harms in Ireland: a retrospective, multi-source database study.BMC public health · 2025Article
- Mental health-promoting intervention models in university students: a systematic review and meta-analysis protocol.BMJ open · 2025Article
- Technology-based substance use interventions for emerging adults and college students: A systematic review and meta-analysis.International journal of mental health and addiction · 2024Article
- Using digital technology to reduce drug-related harms: a targeted service users' perspective of the Digital Lifelines Scotland programme.Harm reduction journal · 2024Article
- Digital interventions targeting excessive substance use and substance use disorders: a comprehensive and systematic scoping review and bibliometric analysis.Frontiers in psychiatry · 2024Article
- Psychosocial Syndemic Classes and Longitudinal Transition Patterns Among Sexual Minority men Living with or Without HIV in the Multicenter AIDS Cohort Study (MACS).AIDS and behavior · 2023Article
- Digital interventions for substance use disorders in young people: rapid review.Substance abuse treatment, prevention, and policy · 2023Review
- Digital interventions to moderate alcohol consumption in young people: a Cancer Prevention Europe overview of systematic reviews.Frontiers in digital health · 2023Review
- Reducing drug-use harms among higher education students: MyUSE contextual-behaviour change digital intervention development using the Behaviour Change Wheel.Harm reduction journal · 2021Article
- Illicit Drug Use and Associated Problems in the Nightlife Scene: A Potential Setting for Prevention.International journal of environmental research and public health · 2021Article
- Evidence Synthesis of Digital Interventions to Mitigate the Negative Impact of the COVID-19 Pandemic on Public Mental Health: Rapid Meta-review.Journal of medical Internet research · 2021Review
- Remote delivery of alcohol and/or substance misuse interventions for adults: A systematic review protocol.PloS one · 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
7 authors at 1 institution in 1 country.
Funding
Abstract
backgroundIllicit substance misuse is a growing public health problem, with misuse peaking among 18-25 year-olds, and attendance at third-level education identified as a risk factor. Illicit substance misuse has the potential to harm mental and physical health, social relationships, and impact on academic achievements and future career prospects. Digital interventions have been identified as a vehicle for reaching large student populations and circumventing the limited capacity of student health services for delivering face-to-face interventions. Digital interventions have been developed in the area of alcohol and tobacco harm reduction, reporting some effectiveness, but the evidence for the effectiveness of digital interventions targeting illicit substance misuse is lacking. This review aims to systematically identify and critically appraise studies examining the effectiveness of digital interventions for illicit substance misuse harm reduction in third-level students.
methodsWe systematically searched ten databases in April 2018 using keywords and database specific terms under the pillars of "mHealth," "substance misuse," and "student." To be eligible for inclusion, papers had to present a measure of illicit substance misuse harm reduction. Included articles were critically appraised and included in the qualitative synthesis regardless of quality.
resultsA total of eight studies were included in the qualitative synthesis. Studies reported harm reduction in terms of substance misuse or initiation, as consequences or problems associated with substance misuse, or as correction of perceived social norms. Overall, five out of the eight studies reported at least one positive outcome for harm reduction. The critical appraisal indicated that the study quality was generally weak, predominantly due to a lack of blinding of study participants, and the use of self-reported substance misuse measures. However, results suggest that digital interventions may produce a modest reduction in harm from illicit substance misuse.
conclusionsThe results of this review are positive, and support the need for further high-quality research in this area, particularly given the success of digital interventions for alcohol and tobacco harm reduction. However, very few studies focused solely on illicit substances, and those that did targeted only marijuana. This suggests the need for further research on the effectiveness of this type of intervention for other illicit substances.
trial registrationThis review is registered on PROSPERO, ID number: CRD42018097203 .
Indexed as
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.