ArticleSystematic reviews2024
The impact of mobile health interventions on service users' health outcomes and the role of health professions: a systematic review of systematic reviews-protocol.
Article in Systematic reviews, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 22 papers, 4 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
22 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Utilization of Mobile Health and Its Associated Factors in Ethiopia: A Systematic Review.BioMed research international · 2026Pooled it
- Effectiveness of nurse-led mHealth-based self-care management for patients with heart failure: a systematic review and meta-analysis.Frontiers in cardiovascular medicine · 2026Pooled it
- Self-care needs among international migrants and travellers: A systematic review and meta-synthesis.PloS one · 2026Pooled it
- Interventions promoting occupational balance in adults: A systematic literature review.PloS one · 2025Pooled it
- Exploring pregnant women's experiences of a digital self-care intervention for gestational diabetes mellitus in Vietnam: a qualitative study.BMC pregnancy and childbirth · 2026Trial
- Translating Patient-Professional Divergence into Care-Improvement Priorities in Pelvic Floor Rehabilitation: A Delphi-Dialogue Study.Healthcare (Basel, Switzerland) · 2026Article
- Evaluating the Association of a Self-Guided, Asynchronous, Balance Exercise Application on Fall-Related Injuries.Journal of the American Geriatrics Society · 2026Article
- [Evaluation of Multimodal Perioperative Care Pathway Supported by a Patient-facing Mobile App in Colorectal Surgery - First Clinical Experience and Patient Satisfaction].Zentralblatt fur Chirurgie · 2026Observational
- Reported Effectiveness of a Text-Based Post-Operative Care Intervention After Voluntary Medical Male Circumcision (VMMC) to Improve Quality of Care and Adverse Events Identification in Sub-Saharan Africa: A Scoping Review.Health science reports · 2026Review
- Development of Data-Driven Models for Just-in-Time Digital Self-Management Advice to Improve Physical Functioning in Hip and Knee Osteoarthritis: Protocol for the e-cOAch Cross-Over Study.JMIR research protocols · 2026Article
- WeChat in China's mobile health: a bibliometric analysis of trends, hotspots, and academic contributions.JAMIA open · 2026Review
- Prediction of Adherence to an Online Wellness Program for People with Mobility Limitations: A Machine Learning Approach.Healthcare (Basel, Switzerland) · 2026Article
- Cross-context qualitative synthesis of a mobile obstetric referral emergency system (MORES) in Ghana and Liberia.PloS one · 2026Article
- Mobile health for mental health: a pilot study on well-being, burnout, and stress among healthcare professionals.Frontiers in psychology · 2026Article
- Digital therapeutics for stress in health science students at under-resourced universities: A narrative review.Health SA = SA Gesondheid · 2026Review
- Perceived usefulness and satisfaction of pregnant women with a WhatsApp-based education intervention aiming to improve access to pregnancy care: a mixed-methods evaluation.BMJ public health · 2026Article
- Development, feasibility testing and evaluation of a family-oriented mobile application to promote healthy lifestyle in infants and parents during early life: a mixed methods study.Frontiers in digital health · 2026Article
- Development of an mHealth App Prototype for LGBTQIA+ Individuals' Sexual and Reproductive Health in Gauteng Province, South Africa: Design Science Research Study.JMIR formative research · 2025Article
- Sustainability Evaluation of mHealth Apps and Wearables: Protocol for a Systematic Review.JMIR research protocols · 2025Article
- Healthcare Practitioners' Perceptions of mHealth Application Barriers: Challenges to Adoption and Strategies for Enhancing Digital Health Integration.Healthcare (Basel, Switzerland) · 2025Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundMobile health tools have gained prominence in global health care in recent years. Mobile health (mHealth) interventions have demonstrated their impact on managing healthcare service users' health. A pilot search revealed many systematic reviews on the effectiveness of mobile health tools on service users' health outcomes. However, how the role of healthcare professionals in promoting the adoption of mobile health may lead to improved outcomes needs to be clarified. Therefore, this systematic review aims to synthesise existing systematic reviews that examine both the impact of mobile health interventions on service users' outcomes and the role of healthcare professionals in facilitating the adoption of mobile health solutions.
methodsFive electronic databases will be searched: EMBASE, CINHAL Plus, MEDLINE, Web of Science, and the Cochrane Library for systematic reviews exploring the impact of mobile health interventions on service users' outcomes and the role of healthcare professionals in facilitating the adoption of mobile health solutions. Systematic reviews published in English dated from January 2015 to June 2024 will be included. Screening and selection of the reviews against inclusion and exclusion criteria will be performed by three independent reviewers, as well as data extraction and quality assessment. DISCUSSION: Current systematic reviews in mHealth have primarily focused on assessing the effectiveness of mHealth interventions for managing a range of conditions. While these reviews provide valuable input into the outcomes for mHealth, more is needed to know about the impact of the involvement of health professions on service users' outcomes when adopting mHealth. This systematic review of systematic reviews aims to bridge this critical gap in the literature by critically appraising and synthesising the evidence of mHealth interventions' impact on service user outcomes and the level of involvement of health professionals. SYSTEMATIC REVIEW REGISTRATION: PROSPERO CRD 42023414435.
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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.