ArticleJournal of medical Internet research2020
Identification of Factors Influencing the Adoption of Health Information Technology by Nurses Who Are Digitally Lagging: In-Depth Interview Study.
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. Cited by 68 papers, 3 of them syntheses that pooled it.
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Who cites it
68 citing papers in PubMed, 3 syntheses or guidelines pooled it, 147 citations in OpenAlex.
- Enhancing digital readiness and capability in healthcare: a systematic review of interventions, barriers, and facilitators.BMC health services research · 2025Pooled it
- Digital health for cancer symptom management in palliative medicine: systematic review.BMJ supportive & palliative care · 2024Pooled it
- Digital Competence among Healthcare Leaders: A Mixed-Methods Systematic Review.Journal of nursing management · 2024Pooled it
- Digital Leadership Scale for Clinical Nurses: Development and Validation of an Instrument.JMIR nursing · 2026Article
- Facilitating Digital Transformation in Nursing Through Nursing Development Units: Scoping Review.JMIR nursing · 2026Article
- Bridging the Digital Divide: A Multi-Method Evaluation of Nursing Readiness for Digital Health Technology.Journal of advanced nursing · 2026Observational
- Professionals' Perceptions of the Management of Digital Competence Sharing in Healthcare and Associated Background Factors: A Cross-Sectional Study.Journal of advanced nursing · 2026Observational
- Redefining social support: a scoping review of the effects of digital technologies on the social support of older workers.BMC public health · 2026Article
- Implementation process and acceptability of the electronic community health information system among community health workers in Kenya.Frontiers in health services · 2026Article
- Mind the gap: an evidence gap analysis of digital literacy within public health systems in the European Union using two different frameworks.Frontiers in public health · 2026Review
- Multi Perspective Considerations for Health Smart Home: Early Phase Exploratory Study.Journal of advanced nursing · 2026Article
- Factors influencing Chongqing nurses' HPV vaccination: a cross-sectional survey based on the 5C model.Frontiers in public health · 2026Article
- The Development of Telelearning as an Effort to Improve Nurses' Readiness to Adopt Artificial Intelligence.Journal of patient experience · 2026Article
- Technophobia and Its Associated Factors Among Registered Nurses in China: A Cross-Sectional Multicenter Study.Journal of nursing management · 2026Article
- An Investigation Into the Comprehension, Perceptions, Application, and Determinants Affecting the Utilization of Deepseek Artificial Intelligence by Healthcare Professionals: A Cross-Sectional Study.Health science reports · 2025Article
- Digital Health Technology Adoption Among Chinese Physicians: Latent Profile Analysis and Cross-Sectional Study.Journal of medical Internet research · 2025Article
- Digital Literacy Training for Digitalization Officers ("Digi-Managers") in Outpatient Medical and Psychotherapeutic Care: Conceptualization and Longitudinal Evaluation of a Certificate Course.JMIR medical education · 2025Article
- Teaching Informatics Competencies within Nursing Education: A Scoping Review of Teaching Strategies.Applied clinical informatics · 2025Article
- Sociotechnical Adaptation of Telerehabilitation in Rehabilitation Practice: Survey Among Rehabilitation Professionals.JMIR rehabilitation and assistive technologies · 2025Article
- Medication safety analysis of elderly inpatients based on improved functional resonance analysis method (FRAM): a mixed methods study.Scientific reports · 2025Article
8 more citing papers are in PubMed but not listed here.
Corrections and comments
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Authors and funding
3 authors at 1 institution in 1 country.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe introduction of health information technology (HIT) has drastically changed health care organizations and the way health care professionals work. Some health care professionals have trouble coping efficiently with the demands of HIT and the personal and professional changes it requires. Lagging in digital knowledge and skills hampers health care professionals from adhering to professional standards regarding the use of HIT and may cause professional performance problems, especially in the older professional population. It is important to gain more insight into the reasons and motivations behind the technology issues experienced by these professionals, as well as to explore what could be done to solve them.
objectiveOur primary research objective was to identify factors that influence the adoption of HIT in a sample of nurses who describe themselves as digitally lagging behind the majority of their colleagues in their workplaces. Furthermore, we aimed to formulate recommendations for practice and leadership on how to help and guide these nurses through ongoing digital transformations in their health care work settings.
methodsIn a Dutch university medical center, 10 face-to-face semi-structured interviews were performed with registered nurses (RN). Ammenwerth's FITT-framework (fit between the Individual, Task, and Technology) was used to guide the interview topic list and to formulate themes to explore. Thematic analysis was used to analyze the interview data. The FITT-framework was also used to further interpret and clarify the interview findings.
resultsAnalyses of the interview data uncovered 5 main categories and 12 subthemes. The main categories were: (1) experience with digital working, (2) perception and meaning, (3) barriers, (4) facilitators, and (5) future perspectives. All participants used electronic devices and digital systems, including the electronic health record. The latter was experienced by some as user-unfriendly, time-consuming, and not supportive in daily professional practice. Most of the interviewees described digital working as "no fun at all," "working in a fake world," "stressful," and "annoying." There was a lack of general digital knowledge and little or no formal basic digital training or education. A negative attitude toward computer use and a lack of digital skills contributed to feelings of increased incompetency and postponement or avoidance of the use of HIT, both privately and professionally. Learning conditions of digital training and education did not meet personal learning needs and learning styles. A positive impact was seen in the work environment when colleagues and nurse managers were aware and sensitive to the difficulties participants experienced in developing digital skills, and when there was continuous training on the job and peer support from digitally savvy colleagues. The availability of a digital play environment combined with learning on the job and support of knowledgeable peers was experienced as helpful and motivating by participants.
conclusionsNurses who are digitally lagging often have had insufficient and ineffective digital education. This leads to stress, frustration, feelings of incompetency, and postponement or avoidance of HIT use. A digital training approach tailored to the learning needs and styles of these nurses is needed, as well as an on-the-job training structure and adequate peer support. Hospital management and nurse leadership should be informed about the importance of the fit between technology, task, and the individual for adequate adoption of HIT.
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