ArticleJournal of medical Internet research2020
A Digitally Competent Health Workforce: Scoping Review of Educational Frameworks.
Article in Journal of medical Internet research, 2020. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT06356961 (Routine Outcome Monitoring and Feedback Informed Therapy in Italy), which is not on this map. Cited by 99 papers, 7 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.
Routine Outcome Monitoring and Feedback Informed Therapy in Italy: 1st Italian RCT Large Population Study (PRIN - Italian Minister of Universities and Research Project)
Who cites it
99 citing papers in PubMed, 7 syntheses or guidelines pooled it.
- Measurement Properties of Instruments Assessing Digital Competence in Nursing: A Systematic Review.Applied clinical informatics · 2026Pooled it
- Patients' Experiences of Healthcare Professionals' Competence in Digital Counselling in Healthcare Settings-A Qualitative Systematic Review.Journal of advanced nursing · 2025Pooled it
- Enhancing digital readiness and capability in healthcare: a systematic review of interventions, barriers, and facilitators.BMC health services research · 2025Pooled it
- Current nursing and midwifery contribution to leading digital health policy and practice: An integrative review.Journal of advanced nursing · 2025Pooled it
- Digital Competence among Healthcare Leaders: A Mixed-Methods Systematic Review.Journal of nursing management · 2024Pooled it
- Teleconsultation in health and social care professions education: A systematic review.The clinical teacher · 2022Pooled it
- Digital Health Competencies Among Health Care Professionals: Systematic Review.Journal of medical Internet research · 2022Pooled it
- Fragmented Data, Fragmented Care: Strengthening Health Information Systems for Universal Health Coverage in Somalia.Public health challenges · 2026Article
- Top 10 Public Health Challenges in 2025: Lessons and Priorities for 2025-2030.Public health challenges · 2026Article
- Digital Health Competence and Attitudes Toward AI Among Health Care Professionals: Convergent Mixed Methods Study.Journal of medical Internet research · 2026Article
- From Solution Traps to Solution Patchwork: Easing Tensions in Designing Digital Health in the Global Context.Journal of medical Internet research · 2026Article
- Co-Designing and Evaluating a Digital Competencies Toolkit for Nursing Students.Journal of advanced nursing · 2026Article
- Revising the TIGER 2018 Health Informatics Competency Framework: Updated Core Competency Areas for Nurses in a Digital Health Era.Methods of information in medicine · 2026Article
- Nursing Informaticians in Spain: Scoping Review and Expert-Validated Gap Analysis.JMIR nursing · 2026Article
- Bridging the Digital Divide: A Multi-Method Evaluation of Nursing Readiness for Digital Health Technology.Journal of advanced nursing · 2026Observational
- AI Competency: Current State and Challenges.JMIR medical education · 2026Article
- Digital health literacy in medical education: a scoping review of current challenges and development strategies.BMC medical education · 2026Article
- Co-Creating a Digital Learning Platform for Cross-Sectoral Virtual Consultations: An Action Research Study.Scandinavian journal of caring sciences · 2026Article
- Digital and data capabilities for sexual and reproductive health: a participatory interdisciplinary approach to workforce transformation.BMC health services research · 2026Article
- Structural predictors and latent maturity regimes of robotic readiness in global health systems: evidence from machine learning-based latent clustering and class prediction.Frontiers in robotics and AI · 2026Article
39 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 health technologies can be key to improving health outcomes, provided health care workers are adequately trained to use these technologies. There have been efforts to identify digital competencies for different health care worker groups; however, an overview of these efforts has yet to be consolidated and analyzed.
objectiveThe review aims to identify and study existing digital health competency frameworks for health care workers and provide recommendations for future digital health training initiatives and framework development.
methodsA literature search was performed to collate digital health competency frameworks published from 2000. A total of 6 databases including gray literature sources such as OpenGrey, ResearchGate, Google Scholar, Google, and websites of relevant associations were searched in November 2019. Screening and data extraction were performed in parallel by the reviewers. The included evidence is narratively described in terms of characteristics, evolution, and structural composition of frameworks. A thematic analysis was also performed to identify common themes across the included frameworks.
resultsIn total, 30 frameworks were included in this review, a majority of which aimed at nurses, originated from high-income countries, were published since 2016, and were developed via literature reviews, followed by expert consultations. The thematic analysis uncovered 28 digital health competency domains across the included frameworks. The most prevalent domains pertained to basic information technology literacy, health information management, digital communication, ethical, legal, or regulatory requirements, and data privacy and security. The Health Information Technology Competencies framework was found to be the most comprehensive framework, as it presented 21 out of the 28 identified domains, had the highest number of competencies, and targeted a wide variety of health care workers.
conclusionsDigital health training initiatives should focus on competencies relevant to a particular health care worker group, role, level of seniority, and setting. The findings from this review can inform and guide digital health training initiatives. The most prevalent competency domains identified represent essential interprofessional competencies to be incorporated into health care workers' training. Digital health frameworks should be regularly updated with novel digital health technologies, be applicable to low- and middle-income countries, and include overlooked health care worker groups such as allied health professionals.
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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.