Evidence map›Paper›PMID 41061263›Full record

ArticleJMIR medical education2025

Training Gaps in Digital Skills for the Cancer Health Care Workforce Based on Insights From Clinical Professionals, Nonclinical Professionals, and Patients and Caregivers: Qualitative Study.

David Liñares, Theologia Tsitsi, Noemí López-Rey, Wilfredo Guanipa-Sierra, Susana Aldecoa-Landesa, Carme Carrión, Daniela Cabutto, Deborah Moreno-Alonso, Clara Madrid-Alejos, Andreas Charalambous and 1 more

Abstract read
In one paragraph

Article in JMIR medical education, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing 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

2 citing papers in PubMed.

  1. Review
  2. 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

11 authors.

David LiñaresGalician Agency for Health Technology Assessment, Avalia-T. Galician Agency for Health Knowledge Management, Santiago, Spain.ORCID 0000-0003-4751-241X
Theologia TsitsiDepartment of Nursing, Cyprus University of Technology, Limassol, Cyprus.ORCID 0000-0002-9143-1716
Noemí López-ReyI-Saúde Group, Galicia Sur Health Research Institute (IIS Galicia Sur), Servicio Galego de Saúde-Universidade de Vigo, Vigo, Spain.ORCID 0000-0002-7759-3735
Wilfredo Guanipa-SierraResearch Network in Chronicity, Primary Care and Health Promotion (Red de Investigación en Cronicidad, Atención Primaria y Promoción de la Salud), Zaragoza, Spain.ORCID 0000-0002-8006-7680
Susana Aldecoa-LandesaI-Saúde Group, Galicia Sur Health Research Institute (IIS Galicia Sur), Servicio Galego de Saúde-Universidade de Vigo, Vigo, Spain.ORCID 0000-0002-1007-9782
Carme CarrióneHealth Lab Research Group, School of Health Sciences, Universitat Oberta de Catalunya (UOC)., Barcelona, Spain.ORCID 0000-0003-1479-7551
Daniela CabuttoeHealth Lab Research Group, School of Health Sciences, Universitat Oberta de Catalunya (UOC)., Barcelona, Spain.ORCID 0009-0005-1138-4171
Deborah Moreno-Alonsoe-Oncologia and Cancer Education Research Unit, Institut Català d'Oncologia (ICO), Barcelona, Spain.ORCID 0000-0002-4259-7509
Clara Madrid-Alejose-Oncologia and Cancer Education Research Unit, Institut Català d'Oncologia (ICO), Barcelona, Spain.ORCID 0000-0001-5505-125X
Andreas CharalambousDepartment of Nursing, Cyprus University of Technology, Limassol, Cyprus.ORCID 0000-0003-4050-031X
Ana ClaveríaI-Saúde Group, Galicia Sur Health Research Institute (IIS Galicia Sur), Servicio Galego de Saúde-Universidade de Vigo, Vigo, Spain.ORCID 0000-0001-9552-1260

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe integration of digital technologies is becoming increasingly essential in cancer care. However, limited digital health literacy among clinical and nonclinical cancer health care professionals poses significant challenges to effective implementation and sustainability over time. To address this, the European Union is prioritizing the development of targeted digital skills training programs for cancer care providers, the TRANSiTION project among them. A crucial initial step in this effort is conducting a comprehensive gap analysis to identify specific training needs.

objectiveThe aim of this work is to identify training gaps and prioritize the digital skill development needs in the oncology health care workforce.

methodsAn importance-performance analysis (IPA) was conducted following a survey that assessed the performance and importance of 7 digital skills: information, communication, content creation, safety, eHealth problem-solving, ethics, and patient empowerment.

resultsA total of 67 participants from 11 European countries completed the study: 38 clinical professionals (CP), 16 nonclinical professionals (NCP), and 13 patients or caregivers (PC). CP acknowledged the need for a comprehensive training program that includes all 7 digital skills. Digital patient empowerment and safety skills emerge as the highest priorities for both CP and NCP. Conversely, NCP assigned a lower priority to digital content creation skills, and PC assigned a lower priority to digital information and ethical skills. The IPA also revealed discrepancies in digital communication skills across groups (H=6.50; P=.04).

conclusionsThe study showcased the pressing need for comprehensive digital skill training for cancer health care professionals across diverse backgrounds and health care systems in Europe, tailored to their occupation and care setting. Incorporating PC perspectives ensures a balanced approach to addressing these training gaps. These findings provide a valuable knowledge base for designing digital skills training programs, promoting a holistic approach that integrates the perspectives of the various stakeholders involved in digital cancer care.

Indexed as

CaregiversDigital TechnologyHealth PersonnelMedical OncologyNeoplasmsAdultEuropeFemaleHealth LiteracyHumansMaleMiddle AgedQualitative ResearchSurveys and QuestionnairesTelemedicinehealth literacyhealth personneloncology nursingprofessional competencetelemedicine

Identifiers

PMID41061263
PMCPMC12547342

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.