Evidence map›Paper›PMID 29875089›Full record

SynthesisJournal of medical Internet research2018

Beyond the Trial: Systematic Review of Real-World Uptake and Engagement With Digital Self-Help Interventions for Depression, Low Mood, or Anxiety.

Theresa Fleming, Lynda Bavin, Mathijs Lucassen, Karolina Stasiak, Sarah Hopkins, Sally Merry

Registry-linked trialAbstract readSystematic Review
In one paragraph

Synthesis in Journal of medical Internet research, 2018. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07242378 (Evaluating Knowledge Mobilization Sustainability Approaches for Stress Management in University Students), which is not on this map. Cited by 358 papers, 7 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
358citing papers in PubMed, 7 pooled it
–field-weighted citation impact
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.

NCT07242378 nacompletednot on this mapstarted 2023, after this paper: background citation

Evaluating Knowledge Mobilization Sustainability Approaches for Stress Management in University Students

TypeinterventionalSponsorMcGill UniversityRan2023 to 2024Enrolled331ConditionsStress, Coping, Well-being, MindfulnessArmsSustainability of stress management strategy use, Stress management
3 · Its place in the literature

Who cites it

358 citing papers in PubMed, 7 syntheses or guidelines pooled it.

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298 more citing papers are in PubMed but not listed here.

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

6 authors.

Theresa FlemingFaculty of Health, Victoria University of Wellington, Wellington, New Zealand.ORCID 0000-0002-5174-9359
Lynda BavinDepartment of Psychological Medicine, The University of Auckland, Auckland, New Zealand.ORCID 0000-0001-8008-9364
Mathijs LucassenSchool of Health, Wellbeing and Social Care, The Open University, Milton Keynes, United Kingdom.ORCID 0000-0001-6958-3468
Karolina StasiakDepartment of Psychological Medicine, The University of Auckland, Auckland, New Zealand.ORCID 0000-0002-1153-3123
Sarah HopkinsDepartment of Psychological Medicine, The University of Auckland, Auckland, New Zealand.ORCID 0000-0002-4705-5362
Sally MerryDepartment of Psychological Medicine, The University of Auckland, Auckland, New Zealand.ORCID 0000-0002-8281-1573

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundDigital self-help interventions (including online or computerized programs and apps) for common mental health issues have been shown to be appealing, engaging, and efficacious in randomized controlled trials. They show potential for improving access to therapy and improving population mental health. However, their use in the real world, ie, as implemented (disseminated) outside of research settings, may differ from that reported in trials, and implementation data are seldom reported.

objectiveThis study aimed to review peer-reviewed articles reporting user uptake and/or ongoing use, retention, or completion data (hereafter usage data or, for brevity, engagement) from implemented pure self-help (unguided) digital interventions for depression, anxiety, or the enhancement of mood.

methodsWe conducted a systematic search of the Scopus, Embase, MEDLINE, and PsychINFO databases for studies reporting user uptake and/or usage data from implemented digital self-help interventions for the treatment or prevention of depression or anxiety, or the enhancement of mood, from 2002 to 2017. Additionally, we screened the reference lists of included articles, citations of these articles, and the titles of articles published in Internet Interventions, Journal of Medical Internet Research (JMIR), and JMIR Mental Health since their inception. We extracted data indicating the number of registrations or downloads and usage of interventions.

resultsAfter the removal of duplicates, 970 papers were identified, of which 10 met the inclusion criteria. Hand searching identified 1 additional article. The included articles reported on 7 publicly available interventions. There was little consistency in the measures reported. The number of registrants or downloads ranged widely, from 8 to over 40,000 per month. From 21% to 88% of users engaged in at least minimal use (eg, used the intervention at least once or completed one module or assessment), whereas 7-42% engaged in moderate use (completing between 40% and 60% of modular fixed-length programs or continuing to use apps after 4 weeks). Indications of completion or sustained use (completion of all modules or the last assessment or continuing to use apps after six weeks or more) varied from 0.5% to 28.6%.

conclusionsAvailable data suggest that uptake and engagement vary widely among the handful of implemented digital self-help apps and programs that have reported this, and that usage may vary from that reported in trials. Implementation data should be routinely gathered and reported to facilitate improved uptake and engagement, arguably among the major challenges in digital health.

Indexed as

Anxiety DisordersDepressionHealth BehaviorHumansInternetMental HealthMood DisordersanxietydepressioneHealthe-therapymobile applications

Identifiers

PMID29875089
PMCPMC6010835

What OpenQuestion holds

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LicenceCC BY
Read underepoch 390

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.