ArticleFrontiers in public health2025
Instruments to assess the digital health competencies of healthcare professionals: a scoping review.
Article in Frontiers in public health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.
What it found
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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.
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Who cites it
4 citing papers in PubMed.
- Digital Health Competence and Attitudes Toward AI Among Health Care Professionals: Convergent Mixed Methods Study.Journal of medical Internet research · 2026Article
- Professional competence development in the context of clinical uncertainty: a qualitative exploration of infection prevention and control nurses at a tertiary hospital in China.Frontiers in public health · 2026Article
- Decoding digital transformation in health professions education: a comparative analysis of knowledge, attitudes, and readiness among faculty and students at KSAU-HS.Frontiers in digital health · 2026Article
- Formalizing digital health competencies for the health workforce in Ukraine.Frontiers in public health · 2026Article
Corrections and comments
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Authors and funding
2 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: The digital transformation of healthcare is reshaping clinical practice, healthcare management, patient-provider interactions, and traditional public health fields. These digital tools enhance safety, quality of care and efficacy, while also supporting the shift from cure to prevention, empowering patients, and promoting overall efficiency of healthcare management and delivery. In healthcare, digital competence remains inconsistently defined and its assessment is often limited by conflation with narrower constructs such as digital literacy. The aim of this scoping review is to identify instruments that capture multiple dimensions of digital health competencies, analyse their scope and reported psychometric properties. This provides a clear view of the essential digital competencies in healthcare, critical for improving patient care, development of targeted education and workforce strategies, and advancing public health functions, contributing to a more equitable and sustainable healthcare systems in the digital era. Methods: A scoping review was conducted according to the JBI Manual for Evidence Synthesis. Three databases (PubMed, Scopus, Web of Science) were searched for studies published from 2015 to June 2025, using established criteria. Identified instruments were mapped by the digital area they apply, healthcare sample and setting, dimensions of competencies assessed and number of items. Further analysis followed two frameworks for questionnaire development (ESS Handbook) and measurement properties (COSMIN). Results: Of the 441 identified studies, 19 met the inclusion criteria. Included studies predominantly used mixed professional samples; among single-group studies, nurses were most often targeted, and hospital settings dominated, with the public health field rarely represented. Most instruments adopted a generalist scope rather than focusing on a specific digital health area. Psychometric reporting was limited, with only three studies offering comprehensive psychometric validation. One instrument introduced a new perspective by explicitly assessing factors influencing the adoption of competencies. Conclusion: Interest in assessing digital health competencies has grown, and the field is continually evolving; however, psychometrically validated instruments remain scarce. Mapping multidimensional instruments reveals recurring core dimensions and adoption-related factors, providing a clear foundation for more specific, targeted, and practice-aligned education and training, and a generalizable core for a standardized, digital public health competency framework for the multi-professional public health workforce.
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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.