ArticleBMC health services research2019
Digital technology and nursing care: a scoping review on acceptance, effectiveness and efficiency studies of informal and formal care technologies.
Article in BMC health services research, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 92 papers, 6 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.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
92 citing papers in PubMed, 6 syntheses or guidelines pooled it, 296 citations in OpenAlex.
- Acceptance of Digital Technology Among Nursing Staff in Geriatric Long-Term Care: Systematic Review.JMIR nursing · 2026Pooled it
- The cost-effectiveness and patient satisfaction of telehealth in geriatric care: a systematic review.BMC geriatrics · 2025Pooled it
- Factors Influencing the Implementation and Adoption of Digital Nursing Technologies: Systematic Umbrella Review.Journal of medical Internet research · 2025Pooled it
- Technology-Based Interventions for Pain in Children Undergoing Surgery: A Systematic Review and Meta-Analysis.International journal of nursing practice · 2025Pooled it
- Current nursing and midwifery contribution to leading digital health policy and practice: An integrative review.Journal of advanced nursing · 2025Pooled it
- Digital Technology Interventions for Risk Factor Modification in Patients With Cardiovascular Disease: Systematic Review and Meta-analysis.JMIR mHealth and uHealth · 2021Pooled it
- The Impact of Digital Transformation on Nursing Professional Experience: Critical Interpretive Synthesis Review Developing the Fragmented Professional Transition in Nursing (FPT-N) Model.Asian/Pacific Island nursing journal · 2026Review
- The Impact of Electronic Health Records on Nurses and Nursing Care in Low- and Middle-Income Countries: A Scoping Review.Nursing open · 2026Article
- Ethics at the Intersection of Intelligent Assistive Technology, Ageing, and the Home Environment: A Scoping Review.Journal of bioethical inquiry · 2026Article
- Technology affinity, digital tool use, and implications for health professions education: a cross-sectional study.BMC medical education · 2026Article
- Cultural Adaptation, Translation and Psychometric Validation of a Technology and eHealth Literacy Questionnaire Among Albanian Undergraduate Nursing Students.Nursing reports (Pavia, Italy) · 2026Article
- Enhancing Caregivers' Quality of Life Through a Web-Based Person-Centered Solution (TechQoL4Carers): Protocol for a Mixed Methods Pilot Trial.JMIR research protocols · 2026Article
- CareConnect: An Implementation Pilot Study of a Participatory Telecare Model in Long-Term Care Facilities.Healthcare (Basel, Switzerland) · 2026Article
- Article
- Organization-level factors associated with the adoption of care robots in long-term care providers: insights from a 3-year pooled cross-sectional study in Japan.BMC health services research · 2026Article
- Digital transformation of home-based care: a narrative review of nursing, technology, and management synergies.Frontiers in public health · 2026Review
- Illusory competence vs. real needs a cross-sectional study on the mismatch in Smart Senior Care (SSC) perceptions between nursing students and older adults.Frontiers in public health · 2026Article
- Doctor performance drivers: insights from various theoretical perspectives.Frontiers in sociology · 2026Article
- Can Technology Use Alleviate Workforce Needs in Finnish Assisted Living Services? A Convergent Mixed-Methods Study of Automatic Medicine Dispensers and Night-Time Monitoring.Journal of nursing management · 2026Article
- The Impact of Nursing Education Innovation on the Quality of Care for Elderly Hospitalized Patients: A Systematic Review Based on Student Competency Development.Journal of multidisciplinary healthcare · 2026Review
32 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 at 1 institution in 1 country.
Funding
Abstract
backgroundThe existence, usage and benefits of digital technologies in nursing care are relevant topics in the light of the current discussion on technologies as possible solutions to problems such as the shortage of skilled workers and the increasing demand for long-term care. A lack of good empirical overviews of existing technologies in the present literature prompted us to conduct this review. Its purpose was to map the field of digital technologies for informal and formal care that have already been explored in terms of acceptance, effectiveness and efficiency (AEE), and to show the scope of the used methods, target settings, target groups and fields of support.
methodsA systematic literature search was conducted using Medline, Scopus, CINAHL, Cochrane Library, ACM Digital Library, IEEE Xplore, the Collection of Computer Science Bibliographies, GeroLit and CareLit. In addition, project websites were manually screened for relevant publications.
resultsSeven hundred fifteen papers were included in the review. Effectiveness studies have been most frequently performed for ICT, robots and sensors. Acceptance studies often focussed on ICT, robots and EHR/EMR. Efficiency studies were generally rare. Many studies were found to have a low level of evidence. Experimental designs with small numbers and without control groups were the most common methods used to evaluate acceptance and effectiveness. Study designs with high evidence levels were most commonly found for ICT, robots and e-learning. Technologies evaluated for informal caregivers and children or indicated for formal care at home or in cross-sectoral care were rare.
conclusionWe recommend producing high-quality evaluations on existing digital technologies for AEE in real-life settings rather than systematic reviews with low-quality studies. More focus should be placed on research into efficiency. Future research should be devoted to a closer examination of the applied AEE evaluation methods. Policymakers should provide funding to enable large-scale, long-term evaluations of technologies in the practice of care, filling the research gaps for technologies, target settings and target groups identified in this review.
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What OpenQuestion holds
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.