ReviewNPJ digital medicine2023
Barriers and facilitators to utilizing digital health technologies by healthcare professionals.
Review in NPJ digital medicine, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 367 papers, 9 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
367 citing papers in PubMed, 9 syntheses or guidelines pooled it.
- Effectiveness of Interactive Remote Rehabilitation After Total Knee Arthroplasty: Systematic Review and Meta-Analysis of Randomized Controlled Trials.Journal of medical Internet research · 2026Pooled it
- Barriers and Facilitators to Implementing Digital Health Technologies for Remote Management of NCDs in Rural Areas: Mixed Methods Systematic Review.Journal of medical Internet research · 2026Pooled it
- Digital Removable Denture Workflows in Dental Education: A Systematic Review and Curriculum Development Exploration.European journal of dental education : official journal of the Association for Dental Education in Europe · 2026Pooled it
- Adoption of artificial intelligence in primary health care: systematic synthesis of stakeholder perspectives.BMC primary care · 2026Pooled it
- Factors Influencing the Uptake of Digital Health Interventions for Cardiovascular Disease Prevention Among Healthcare Providers: A Systematic Review.Global heart · 2026Pooled it
- How do domain diversity and healthcare system assumptions shape implementation research? A systematic review of theories, models, and frameworks for health digitalization.Frontiers in digital health · 2026Pooled it
- Healthcare professionals' perspectives and/or experiences of digital mental health tools in clinical practice: a systematic review and thematic synthesis.Frontiers in psychiatry · 2026Pooled it
- Educational Technologies to Support Rational Antimicrobial Prescribing in Primary Healthcare: A Systematic Review.International journal of environmental research and public health · 2025Pooled it
- Barriers to and Facilitators of Digital Health Technology Adoption Among Older Adults With Chronic Diseases: Updated Systematic Review.JMIR aging · 2025Pooled it
- Using a digital health tool to strengthen community engagement in arboviral disease prevention: an implementation study in Colombia.BMC public health · 2026Trial
- Patient Perceptions of a Digitally Enabled Community Health Worker Intervention: Qualitative Study Among Pilot Trial Participants.JMIR cardio · 2026Trial
- AI-enabled electrocardiogram alert for potassium imbalance treatment: a pragmatic randomized controlled trial.Nature communications · 2026Trial
- Factors affecting nurses' acceptance of a digital triage platform in primary health care in Sweden: an extended UTAUT analysis.Scandinavian journal of primary health care · 2026Article
- Mapping medication adherence interventions across Europe: Expert perspectives from 35 countries.Public health in practice (Oxford, England) · 2026Article
- Closing the rural diabetes research gap: a case for coordinated international collaboration.Global health action · 2026Article
- Determinants of Adoption of a Mechanical Ventilation Dashboard in Intensive Care: Measurement Instrument for Determinants of Innovations-Based, Single-Center, Cross-Sectional Evaluation.JMIR human factors · 2026Article
- Validating DigiHEALTHQUAL for measuring digital health effects on service quality in outpatient care in Germany.NPJ digital medicine · 2026Article
- Codesign and system integration as interacting demands in digital health for youth experiencing chronic pain.Pain reports · 2026Article
- Supporting Decision Making in Early Years Initiatives: Co-Designing a Child Health Evidence Dashboard.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2026Article
- A mixed-methods study characterizing patient experiences with digital survivorship services and preferences for care at a rural cancer center.Journal of cancer survivorship : research and practice · 2026Article
307 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
9 authors.
Funding
Abstract
Digital technologies change the healthcare environment, with several studies suggesting barriers and facilitators to using digital interventions by healthcare professionals (HPs). We consolidated the evidence from existing systematic reviews mentioning barriers and facilitators for the use of digital health technologies by HP. Electronic searches were performed in five databases (Cochrane Database of Systematic Reviews, Embase
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.