Evidence map›Paper›PMID 40882225›Full record

ArticleJournal of medical Internet research2025

Mapping and Assessing Existing Digital Skills Training Programs for Health Care Professionals and Health Managers in Europe: Expert-Based Survey for Investigating the Landscape, Accessibility, and Effectiveness of Training Initiatives.

Dimitrios Protogiros, Theologia Tsitsi, Constantina Cloconi, Iolie Nicolaidou, Efthyvoulos Kyriacou, Norbert Couespel, Deborah Moreno-Alonso, Carme Carrión, Ana Claveria, Andreas Charalambous

Abstract read
In one paragraph

Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 4 papers.

0numbers the graph read from it
0cells of the map it votes in
4citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

4 citing papers in PubMed.

  1. Article
  2. Observational
  3. Article
  4. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Dimitrios ProtogirosDepartment of Nursing, Cyprus University of Technology, 30 Archbishop Kyprianos Street, Limassol, 3036, Cyprus, 30 6976531734.ORCID http://orcid.org/0009-0001-6002-4587
Theologia TsitsiDepartment of Nursing, Cyprus University of Technology, 30 Archbishop Kyprianos Street, Limassol, 3036, Cyprus, 30 6976531734.ORCID http://orcid.org/0000-0002-9143-1716
Constantina CloconiDepartment of Nursing, Cyprus University of Technology, 30 Archbishop Kyprianos Street, Limassol, 3036, Cyprus, 30 6976531734.ORCID http://orcid.org/0000-0002-9126-8082
Iolie NicolaidouDepartment of Communication and Internet Studies, Cyprus University of Technology, Cyprus, Limassol, Cyprus.ORCID http://orcid.org/0000-0002-8267-0328
Efthyvoulos KyriacouDepartment of Electrical, Computer Engineering and Informatics, Cyprus University of Technology, Limassol, Cyprus.ORCID http://orcid.org/0000-0002-4589-519X
Norbert CouespelEuropean CanCer Organisation, Brussels, Belgium.ORCID http://orcid.org/0000-0003-1579-8548
Deborah Moreno-AlonsoCatalan Institute of Oncology, Barcelona, Spain.ORCID http://orcid.org/0000-0002-4259-7509
Carme CarrióneHealth Lab Research group, eHealth Center, Universitat Oberta de Catalunya, Barcelona, Spain.ORCID http://orcid.org/0000-0003-1479-7551
Ana ClaveriaGalicia Sur Health Research Institute, SERGAS-UVIGO, Vigo, Spain.ORCID http://orcid.org/0000-0001-9552-1260
Andreas CharalambousDepartment of Nursing, Cyprus University of Technology, 30 Archbishop Kyprianos Street, Limassol, 3036, Cyprus, 30 6976531734.ORCID http://orcid.org/0000-0003-4050-031X

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: Digital skills training in health is crucial to ensure that the health care workforce is equipped to leverage the potential of digital technologies in delivering efficient and effective care. Identifying existing training programs can be valuable to describe gaps and opportunities for acceleration in the digital age. Objective: This study aimed to map and assess existing continuous education and professional development training options in digital skills in health. Methods: As part of the EU-funded project entitled "TRANSiTION - Digital Transition and Digital Resilience in Oncology," an expert-based approach was implemented to identify training programs in 14 European countries. The data were collected via an online survey that was developed for the purpose of this study and consisted of 23 questions categorized in 5 domains: general information, reaction, learning, behavior, and results. The analysis was performed using the 4-level Kirkpatrick model and the Digital Competence Framework for Citizens. Results: The analysis of the data showed that 39.6% (19/48) of cases reported no official training in digital skills for the health care workforce, despite the fact that in 95.8% (45/47) of the cases digital solutions were used in the daily practice. Digital skills were a professional qualification in 31.3% (4.38/14) of the countries, and 32 out of 57 programs were provided by academic institutions. Half of the countries scored lower than the mean in the overall performance status according to the Kirkpatrick model, which reflects the gap in knowledge and skills of the workforce. Countries scored at the average or lower in all models' domains: reaction 92.9% (13/14), behavior 78.6% (11/14), learning 71.4% (10/14), and results 50% (7/14). The quality of the programs was poor, as less than half of the competencies were met, and the evaluation reflects the great need for improving health workforce education in digital skills and the application of health technologies in practice. Conclusions: There was variance in the availability and quality of digital skills training across Europe. The development of a comprehensive training program targeted to improve health care professionals' and health managers' knowledge and skills, as well as the incorporation of digital tools into practice, is crucial.

Indexed as

Digital TechnologyHealth PersonnelEuropeHumansSurveys and Questionnairesdigital competenciesdigital skillsdigital traininghealthmapping

Identifiers

PMID40882225
PMCPMC12396790

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

Registered trials

None linked

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.