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Record W2610479076 · doi:10.4073/csr.2017.6

Effects of early, computerized brief interventions on risky alcohol use and risky cannabis use among young people

2017· article· en· W2610479076 on OpenAlex

Why this work is in the frame

A frame that forgets how it found something cannot be audited. These are the routes that admitted this work.

affAt least one author lists a Canadian institution in the pinned OpenAlex snapshot.

Bibliographic record

VenueCampbell Systematic Reviews · 2017
Typearticle
Languageen
FieldMedicine
TopicCannabis and Cannabinoid Research
Canadian institutionsUniversity of Toronto
Fundersnot available
KeywordsCannabisPsychological interventionIntervention (counseling)PsychiatryMedicineBrief interventionPoison controlInjury preventionPsychologyEnvironmental health

Abstract

fetched live from OpenAlex

This Campbell systematic review examines research on the effectiveness of early, computerized brief interventions on alcohol and cannabis use by young people who are high or risky consumers of either one or both of these substances. The review summarises findings from 60 studies from 10 countries. The participants were young people between the ages of 15 and 25, defined as risky consumers of alcohol or cannabis or both. The review included 33,316 participants. The interventions significantly reduce alcohol consumption in the short‐term compared to no intervention, but the effect size is small, and there is no significant effect in the long‐term. There are also shortcomings in the quality of the evidence. Interventions which provide an assessment of alcohol use with feedback may have a larger effect that those which do not, but again, the evidence is weak. The few studies on cannabis did not show significant effects in the reduction of cannabis consumption. There was no evidence of adverse effects. Plain language summary Computerized brief interventions seem to reduce risky alcohol use among young people; no evidence of effect on cannabis consumption Young people who abuse alcohol or cannabis are at risk of immediate and long‐term health and legal consequences. There is some evidence of an impact on alcohol use. Findings are hampered by a lack of rigorous evidence, so further research is needed. What did the review study? Alcohol abuse and use of recreational drugs among young people are significant public health concerns. These should be addressed by effective interventions that provide assistance and counselling to drug and alcohol users. A computerized brief intervention is any preventive or therapeutic activity delivered through online or offline electronic devices, such as a mobile phone, and administered within an hour or less, even a few minutes, of the substance abuse. Such interventions aim to reduce alcohol abuse or drug abuse in general. This review assesses research on the effectiveness of early, computerized brief interventions on alcohol and cannabis use by young people who abuse either one or both of these substances. What studies are included? The included studies employed randomized controlled trials and reported on any computerized brief intervention used as a standalone treatment aimed at reducing alcohol and cannabis consumption. The secondary outcome measured was reported adverse outcomes. The studies were conducted in the United States, New Zealand, The Netherlands, Sweden, Australia, Germany, Switzerland and Brazil, with one study conducted in several countries (Sweden, Belgium, the Czech Republic and Germany). The participants were consumers of alcohol or cannabis or both, and aged 15 to 25 years. A total of 60 studies with a sample size of 33,316 participants were included in the review. What is the aim of this review? This Campbell systematic review examines research on the effectiveness of early, computerized brief interventions on alcohol and cannabis use by young people who are high or risky consumers of either one or both of these substances. The review summarises findings from 60 studies from 10 countries. The participants were young people between the ages of 15 and 25, defined as risky consumers of alcohol or cannabis or both. The review included 33,316 participants. What are the main findings of this review? The interventions significantly reduce alcohol consumption in the short‐term compared to no intervention, but the effect size is small, and there is no significant effect in the long‐term. There are also shortcomings in the quality of the evidence. Interventions which provide an assessment of alcohol use with feedback may have a larger effect that those which do not, but again, the evidence is weak. The few studies on cannabis did not show significant effects in the reduction of cannabis consumption. There was no evidence of adverse effects. What do the findings in this review mean? Generally, the alcohol interventions seem to work. However, all the studies included in the review had methodological shortcomings. Given the lack of rigorous evidence, this conclusion should be read with caution. Only a few studies focused on cannabis, thus hampering any firm conclusion as to the intervention effectiveness. While there is doubt as to the validity of the findings, computerized brief interventions should not be completely ruled out as they are easy to administer, low cost and have no adverse effects. There is a need to conduct more high quality research, especially with regard to studies focused on cannabis use. Executive Summary/Abstract BACKGROUND Young people's risky use of alcohol or recreational drugs, such as cannabis, remains a significant public health issue. Many countries have made substantial efforts to minimize the long‐term consequences of alcohol and/or cannabis use at multiple levels, ranging from government policy initiatives to primary health care services. In this review, we focused on the effects of brief interventions, provided by electronic devices (computerized brief interventions). A brief intervention is defined as any preventive or therapeutic activity delivered by a health worker, psychologist, social worker, or volunteer worker, and given within a maximum of four structured therapy sessions each lasting between five and ten minutes with a maximum total time of one hour. Brief interventions may work by making the clients think differently about their alcohol/cannabis use, and by providing them with skills to change their behavior if they are motivated to change. A computerized brief intervention, in contrast, is not directly delivered by a human being, but may be delivered through online and offline electronic devices. Such interventions can reach large audiences at a low cost and can simultaneously simulate an ‘interpersonal therapeutic component’ by targeting recipients’ feedback. OBJECTIVES To assess the effectiveness of early, computerized brief interventions on alcohol and cannabis use by young people aged 15 to 25 years who are high or risky consumers of either one or both of these substances by synthesizing data from randomized controlled trials. SEARCH METHODS We searched 11 electronic databases including MEDLINE, PsycINFO, EMBASE, Cinahl and The Cochrane Library in April 2016 for published, unpublished and ongoing studies using adapted subject headings and a comprehensive list of free‐text terms. Additionally, we searched the reference lists of the included studies. We also have set up an EBSCO host alert notification ( EPAlerts@EPNET.COM ) that continuously surveys the Cochrane Library (including CENTRAL), Medline and Embase. We receive updated searches via email. This search is up to date as of May 2016. SELECTION CRITERIA We included all randomized or quasi‐randomized controlled trials of any computerized brief intervention used as a stand‐alone treatment aimed at reducing alcohol and/or cannabis consumption. Eligible comparators included no intervention, waiting list control or an alternative brief intervention (computerized or non‐computerized). Participants were young people between 15 and 25 years of age who were defined as risky consumers of alcohol or cannabis, or both.

Fetched live from OpenAlex and de-inverted. Abstracts are not stored in this database: the inverted indexes are 8.6 GB of the frame’s 9.3 GB of text, and the host has 13 GB free.

Full frame distilled prediction

Teacher imitation

Not calibrated prevalence, not ground truth. Human validation pending. Learned from the 10,348 direct Codex labels and 10,348 direct Gemma labels. Candidate is the union of thresholded teacher heads; consensus is their intersection. These outputs are machine_predicted_unvalidated and are not human labels or direct frontier model labels.

metaresearch head score (Codex)0.002
metaresearch head score (Gemma)0.008
Version: codex-gemma-dda1882f352aValidation status: machine_predicted_unvalidated
Candidate categoriesMeta-epidemiology (narrow)
Consensus categoriesnone
DomainCandidate signal: none · Consensus signal: none
Study designCandidate signal: Observational · Consensus signal: none
GenreCandidate signal: Empirical · Consensus signal: Empirical
Teacher disagreement score0.687
Threshold uncertainty score1.000

Codex and Gemma teacher scores by category

CategoryCodexGemma
Metaresearch0.0020.008
Meta-epidemiology (narrow)0.0000.000
Meta-epidemiology (broad)0.0020.001
Bibliometrics0.0000.000
Science and technology studies0.0000.000
Scholarly communication0.0010.000
Open science0.0000.000
Research integrity0.0000.000
Insufficient payload (model declined to judge)0.0000.000

Machine scores (provisional)

The two teacher heads of the student model, read on this work. A score orders the frame for review; it never asserts a category, and the validation status ships verbatim with every row.

Baseline scores from an immature model (maturity gate not passed, 7 training rounds). Scores rank; they never assert a category.

Opus teacher head0.070
GPT teacher head0.352
Teacher spread0.281 · how far apart the two teachers sit on this one work
Validation statusscore_only:v0-immature-baseline · verbatim from the scoring run: score_only means the number may rank works, and no category label ships from it