SynthesisJournal of medical Internet research2016
The Effectiveness of Prompts to Promote Engagement With Digital Interventions: A Systematic Review.
Synthesis in Journal of medical Internet research, 2016. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT05027113 (App-Based Mindfulness Meditation for People of Color Who Experience Race-Related Stress), which is not on this map. Cited by 177 papers, 23 of them syntheses 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.
App-Based Mindfulness Meditation for People of Color Who Experience Race-Related Stress: A Randomized Control Trial
Who cites it
177 citing papers in PubMed, 23 syntheses or guidelines pooled it.
- Ecological momentary interventions for bipolar disorder: a systematic review and meta-analysis.Social psychiatry and psychiatric epidemiology · 2026Pooled it
- Identifying effective behavior change techniques in interventions for enhancing the implementation of school-based policies and/or practices to prevent chronic disease in students: a secondary analysis of a systematic review.Translational behavioral medicine · 2026Pooled it
- Pooled it
- Web-based sexual and reproductive health education for adolescents aged 10-17 years: a systematic review and meta-analysis.BMJ paediatrics open · 2025Pooled it
- A Systematic Narrative Review of Recent Obesity Interventions with Black Women in the United States.Journal of racial and ethnic health disparities · 2025Pooled it
- Social Media Potential and Impact on Changing Behaviors and Actions in Skin Health Promotion: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Digital Interventions for Symptoms of Borderline Personality Disorder: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2024Pooled it
- Behavior Change Techniques Within Digital Interventions for the Treatment of Eating Disorders: Systematic Review and Meta-Analysis.JMIR mental health · 2024Pooled it
- Pooled it
- The Effectiveness of Strategies to Improve User Engagement With Digital Health Interventions Targeting Nutrition, Physical Activity, and Overweight and Obesity: Systematic Review and Meta-Analysis.Journal of medical Internet research · 2023Pooled it
- Dropout Rate in Digital Health Interventions for the Prevention of Skin Cancer: Systematic Review, Meta-analysis, and Metaregression.Journal of medical Internet research · 2022Pooled it
- Theory-Based Self-Management Interventions for Community-Dwelling Stroke Survivors: A Systematic Review and Meta-Analysis.The American journal of occupational therapy : official publication of the American Occupational Therapy Association · 2022Pooled it
- Digital Interventions on Healthy Lifestyle Management: Systematic Review.Journal of medical Internet research · 2021Pooled it
- Associations between Digital Health Intervention Engagement and Dietary Intake: A Systematic Review.Nutrients · 2021Pooled it
- Associations Between Digital Health Intervention Engagement, Physical Activity, and Sedentary Behavior: Systematic Review and Meta-analysis.Journal of medical Internet research · 2021Pooled it
- Black American and Latinx Parent/Caregiver Participation in Digital Health Obesity Interventions for Children: A Systematic Review.Frontiers in digital health · 2021Pooled it
- Effect of Engagement With Digital Interventions on Mental Health Outcomes: A Systematic Review and Meta-Analysis.Frontiers in digital health · 2021Pooled it
- Exclusively Digital Health Interventions Targeting Diet, Physical Activity, and Weight Gain in Pregnant Women: Systematic Review and Meta-Analysis.JMIR mHealth and uHealth · 2020Pooled it
- Pooled it
- Electronic Systems for Patients to Report and Manage Side Effects of Cancer Treatment: Systematic Review.Journal of medical Internet research · 2019Pooled it
117 more citing papers are in PubMed but not listed here.
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
6 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundDigital interventions have been effective in improving numerous health outcomes and health behaviors; furthermore, they are increasingly being used in different health care areas, including self-management of long-term conditions, mental health, and health promotion. The full potential of digital interventions is hindered by a lack of user engagement. There is an urgent need to develop effective strategies that can promote users' engagement with digital interventions. One potential method is the use of technology-based reminders or prompts.
objectiveTo evaluate the effectiveness of technology-based strategies for promoting engagement with digital interventions.
methodsCochrane Collaboration guidelines on systematic review methodology were followed. The search strategy was executed across 7 electronic databases: the Cochrane Central Register of Controlled Trials (CENTRAL), MEDLINE, Embase, Web of Science, the Education Resources Information Center (ERIC), PsycINFO, and the Cumulative Index to Nursing and Allied Health Literature (CINAHL). Databases were searched from inception to September 13, 2013, with no language or publication type restrictions, using three concepts: randomized controlled trials, digital interventions, and engagement. Gray literature and reference lists of included studies were also searched. Titles and abstracts were independently screened by 2 authors, then the full texts of potentially eligible papers were obtained and double-screened. Data from eligible papers were extracted by one author and checked for accuracy by another author. Bias was assessed using the Cochrane risk of bias assessment tool. Narrative synthesis was performed on all included studies and, where appropriate, data were pooled using meta-analysis. All findings were reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) guidelines.
resultsA total of 14 studies were included in the review with 8774 participants. Of the 14 studies, 9 had sufficient data to be included in the meta-analyses. The meta-analyses suggested that technology-based strategies can potentially promote engagement compared to no strategy for dichotomous outcomes (relative risk [RR] 1.27, 95% CI 1.01-1.60, I(2)=71%), but due to considerable heterogeneity and the small sample sizes in most studies, this result should be treated with caution. No studies reported adverse or economic outcomes. Only one study with a small sample size compared different characteristics; the study found that strategies promoting new digital intervention content and those sent to users shortly after they started using the digital intervention were more likely to engage users.
conclusionsOverall, studies reported borderline positive effects of technology-based strategies on engagement compared to no strategy. However, the results have to be interpreted with caution. More research is needed to replicate findings and understand which characteristics of the strategies are effective in promoting engagement and how cost-effective they are.
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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.