Evidence map›Paper›PMID 31500618›Full record

SynthesisBMC public health2019

A systematic review of the effectiveness of digital interventions for illicit substance misuse harm reduction in third-level students.

Samantha Dick, Eadaoin Whelan, Martin P Davoren, Samantha Dockray, Ciara Heavin, Conor Linehan, Michael Byrne

Open access · goldAbstract readSystematic Review
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
22citing papers in PubMed, 1 pooled it
3.4field-weighted citation impact, top 7% 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

22 citing papers in PubMed, 1 synthesis or guideline pooled it, 43 citations in OpenAlex.

  1. 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 · 2025
    Pooled it
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  15. Digital interventions for substance use disorders in young people: rapid review.Substance abuse treatment, prevention, and policy · 2023
    Review
  16. Review
  17. Article
  18. Illicit Drug Use and Associated Problems in the Nightlife Scene: A Potential Setting for Prevention.International journal of environmental research and public health · 2021
    Article
  19. Review
  20. Article
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

7 authors at 1 institution in 1 country.

Samantha DickSchool of Public Health, University College Cork, Cork, Ireland. samantha.dick@ucc.ie.ORCID http://orcid.org/0000-0002-1241-9859
Eadaoin WhelanSchool of Applied Psychology, University College Cork, Cork, Ireland.
Martin P DavorenSchool of Public Health, University College Cork, Cork, Ireland.
Samantha DockraySchool of Applied Psychology, University College Cork, Cork, Ireland.
Ciara HeavinHealth Information Systems Research Centre, Cork University Business School, University College Cork, Cork, Ireland.
Conor LinehanSchool of Applied Psychology, University College Cork, Cork, Ireland.
Michael ByrneStudent Health Department, University College Cork, Cork, Ireland.
University College Cork · IE

Funding

Student Charges and Fees Forum, University College Cork NA
6 · The paper itself

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

Harm ReductionHealth PromotionHumansProgram EvaluationRandomized Controlled Trials as TopicStudentsSubstance-Related DisordersHarm reductionMhealthStudentSubstance misuse

Identifiers

PMID31500618
PMCPMC6734361
OpenAlexW2973023144

What OpenQuestion holds

Textmetadata
LicenceCC BY
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.