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School-based interventions to prevent anxiety and depression in children and young people: a systematic review and network meta-analysis

Research output: Contribution to journalArticle

Original languageEnglish
Pages (from-to)1011-1020
Number of pages10
JournalLancet Psychiatry
Volume6
Issue number12
DOIs
DateAccepted/In press - 9 Sep 2019
DatePublished (current) - 13 Nov 2019

Abstract

Background: Rates of anxiety and depression are increasing among children and young people (CYP). Increasingly, the policy agenda is focusing on primary prevention of mental disorders in CYP, with schools at the forefront of implementation. There is a lack of information for the comparative effectiveness of the multiple interventions available.

Methods: We conducted a systematic review and network meta-analysis (NMA). Medline, Embase, PsycINFO and Cochrane Central Register of Controlled trials were searched to 4th April 2018. Educational setting-based, universal or targeted, interventions for prevention of anxiety and/or depression in CYP aged 4-18 were included. Interventions aimed at promoting mental health, positive psychology or emotional well-being were excluded. Randomised and quasi-randomised, passive- and active-controlled studies were included. Main outcomes were post-intervention self-report anxiety and depression, wellbeing, suicidal ideation/self-harm and inequalities. We assessed risk of bias following the Cochrane Handbook for Systematic Reviews. We estimated standardised mean differences (SMD) using random effects NMA conducted in a Bayesian framework. The study is registered with PROPSERO CRD42016048184.

Findings: 1511 full-text articles were independently screened for inclusion by two reviewers, from which 137 studies of 56,620 participants were included. Only 20 studies were assessed as being at low risk of bias for both random sequence generation and allocation concealment. There was weak evidence that cognitive behavioural interventions may reduce anxiety in primary and secondary settings. In universal secondary settings mindfulness/relaxation-based interventions (SMD -0.65, [95% CrI -1.14 to -0.19], showed a reduction in anxiety symptoms relative to usual curriculum. There was no evidence that any one type of intervention was effective for depression in universal or targeted, primary or secondary settings. Comparison-adjusted funnel plots suggest the presence of small-study effects for the universal secondary anxiety analysis.

Interpretation: Considering unclear risk of bias and likely small study effects for anxiety, we conclude there is little evidence that educational setting-based interventions addressing the prevention of mental disorders are effective. These results contrast with other recently published meta-analyses. Post-hoc sensitivity analyses suggest this may be driven by differential control group effects masked by ‘lumping’ in pairwise meta-analysis. Future research could consider multi-level, systems-based interventions as an alternative to the ‘downstream’ interventions considered here.

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    Rights statement: This is the final published version of the article (version of record). It first appeared online via Elsevier at https://www.sciencedirect.com/science/article/pii/S2215036619304031 . Please refer to any applicable terms of use of the publisher.

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