ReviewDigital health
Digital health for quality healthcare: A systematic mapping of review studies.
Review in Digital health. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07039682 (Developing a Digital-Based Education and Self-Screening Model to Improve Knowledge, Self-Awareness, and HIV Testing Coverage Among Adolescents), which is not on this map. Cited by 47 papers, 5 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.
Developing a Digital-Based Education and Self-Screening Model to Improve Knowledge, Self-Awareness, and HIV Testing Coverage Among Adolescents
Who cites it
47 citing papers in PubMed, 5 syntheses or guidelines pooled it.
- Impact of Digital Interventions on the Treatment Burden of Patients With Chronic Conditions: Systematic Review.Journal of medical Internet research · 2025Pooled it
- Teledentistry for Improving Access To, and Quality of Oral Health Care: Overview of Systematic Reviews and Meta-Analyses.Journal of medical Internet research · 2025Pooled it
- The gaps and challenges in digital health technology use as perceived by patients: a scoping review and narrative meta-synthesis.Frontiers in digital health · 2025Pooled it
- Digital Interventions for Managing Medication and Health Care Service Delivery in West Africa: Systematic Review.Journal of medical Internet research · 2024Pooled it
- Experience of Health Care Professionals Using Digital Tools in the Hospital: Qualitative Systematic Review.JMIR human factors · 2023Pooled it
- Exercise behaviours and motivation after a first psychotic episode: A digital intervention.Early intervention in psychiatry · 2024Trial
- Trial
- Applications of artificial intelligence in dyspnoea management for patients with advanced lung cancer: a scoping review protocol.BMJ open · 2026Article
- Diagnostic accuracy of ChatGPT and teledentistry compared with dentist examination in detecting dental caries: preliminary diagnostic accuracy study.BMC oral health · 2026Article
- Changes in eating behavior in people with obesity after the use of a mobile health behavior change support system: an 18-month randomized controlled trial.International journal of obesity (2005) · 2026Article
- Commentary: Person-centred care to overcome barriers to self-care among patients with chronic obstructive pulmonary disease.Journal of research in nursing : JRN · 2026Article
- Article
- Digital Primary Health in Rwanda: Qualitative Study of User Experiences and Implementation Lessons From Babyl's Telemedicine Platform.Journal of medical Internet research · 2026Article
- Evidence for Digital Health Tools Designed to Support the Triage of Musculoskeletal Conditions in Primary, Urgent, and Emergency Care Settings: Scoping Review.Journal of medical Internet research · 2026Article
- Digitally delivered, systemically challenged: A qualitative study of health system readiness for digital care.PLOS digital health · 2026Article
- Structural models for spreading and scaling digital health initiatives: A scoping review protocol.PloS one · 2026Article
- Physician Perspectives on the Impact of Artificial Intelligence on the Therapeutic Relationship in Mental Health Care: Qualitative Study.JMIR mental health · 2025Article
- Acceptability of Health Information Technology by Health Care Professionals: Where We Are Now and How We Can Fill the Gap.Journal of medical Internet research · 2025Review
- Article
- Primary care physicians' perspectives on digital health tools for chronic disease management: A rapid review.PLOS digital health · 2025Review
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
Objective: To systematically catalogue review studies on digital health to establish extent of evidence on quality healthcare and illuminate gaps for new understanding, perspectives and insights for evidence-informed policies and practices. Methods: We systematically searched PubMed database using sensitive search strings. Two reviewers independently conducted two-phase selection via title and abstract, followed by full-text appraisal. Consensuses were derived for any discrepancies. A standardized data extraction tool was used for reliable data mining. Results: A total of 54 reviews from year 2014 to 2021 were included with notable increase in trend of publications. Systematic reviews constituted the majority (61.1%, (37.0% with meta-analyses)) followed by scoping reviews (38.9%). Domains of quality being reviewed include effectiveness (75.9%), accessibility (33.3%), patient safety (31.5%), efficiency (25.9%), patient-centred care (20.4%) and equity (16.7%). Mobile apps and computer-based were the commonest (79.6%) modalities. Strategies for effective intervention via digital health included engineering improved health behaviour (50.0%), better clinical assessment (35.1%), treatment compliance (33.3%) and enhanced coordination of care (24.1%). Psychiatry was the discipline with the most topics being reviewed for digital health (20.3%). Conclusion: Digital health reviews reported findings that were skewed towards improving the effectiveness of intervention via mHealth applications, and predominantly related to mental health and behavioural therapies. There were considerable gaps on review of evidence on digital health for cost efficiency, equitable healthcare and patient-centred care. Future empirical and review studies may investigate the association between fields of practice and tendency to adopt and research the use of digital health to improve care.
Indexed as
Identifiers
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.