ReviewJMIR nursing2022
The Impact of Digital Health Transformation Driven by COVID-19 on Nursing Practice: Systematic Literature Review.
Review in JMIR nursing, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 28 papers, 2 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
28 citing papers in PubMed, 2 syntheses or guidelines pooled it, 53 citations in OpenAlex.
- Factors Influencing the Implementation and Adoption of Digital Nursing Technologies: Systematic Umbrella Review.Journal of medical Internet research · 2025Pooled it
- Artificial Intelligence (AI) and Healthcare Capabilities: A Systematic Review and Research Directions.F1000Research · 2025Pooled it
- Usability of Digital Health Technologies in the US: Results from a Descriptive National Online Survey of Nurses.Studies in health technology and informatics · 2026Article
- What Can We Learn From Nurses' Experiences of Digital Technology Implementation During the COVID-19 Pandemic? A Qualitative Study.Journal of clinical nursing · 2026Article
- Integrating a Large Language Model to Streamline Nursing Handover Documentation Across Multiple Hospitals in Taiwan: Development and Implementation Study.Journal of medical Internet research · 2026Article
- Network Architecture of Digital Leadership: Identifying Affective Commitment Bridges and Intervention Leverage Points Among Chinese Nursing Managers.Journal of nursing management · 2026Article
- Nursing Workforce Preparedness and Resilience in Health Emergencies (2000-2025): A Bibliometric Review of Thematic Evolution and Emerging Hotspots.Journal of nursing management · 2026Review
- Artificial intelligence in vaccine development: applications, implementation, and future directions.Frontiers in cellular and infection microbiology · 2026Review
- Applications of Artificial Intelligence Technologies in Nursing for Noncommunicable Chronic Diseases: A Scoping Review.Journal of nursing management · 2026Article
- Enhancing nursing care through technology and standardized nursing language: The TEC-MED multilingual platform.International journal of nursing knowledge · 2025Article
- Service Quality Assessment of Digital Health Solutions in Outpatient Care: Qualitative Item Repository Development Study.JMIR formative research · 2025Article
- Barriers to and Facilitators of Implementing Overnight Nursing Teleconsultation in Small, Rural Long-Term Care Facilities: Qualitative Interview Study.JMIR aging · 2025Article
- Exploring nurse and patient perspectives on WeChat-based prenatal education in Chinese public hospitals: a qualitative inquiry.BMC nursing · 2025Article
- Experiences With an In-Bed Real-Time Motion Monitoring System on a Geriatric Ward: Mixed Methods Study.JMIR formative research · 2025Article
- The Future of Artificial Intelligence in Mental Health Nursing Practice: An Integrative Review.International journal of mental health nursing · 2025Review
- Integrating information and communication technology into nursing practice for resilience: A cross-sectional quantitative study.PloS one · 2025Article
- Embracing change, moving with time: exploring the role of digital technologies and accelerators in promoting community oral health in Africa.Frontiers in oral health · 2025Article
- Nurse Managers' Perspectives on Digital Transformation and Informatics Competencies in E-Leadership: A Qualitative Study.Journal of nursing management · 2025Article
- Use of Blockchain Technology to Accelerate Digital Health Transformation Programs.Blockchain in healthcare today · 2025Review
- Challenges and Needs in Digital Health Practice and Nursing Education Curricula: Gap Analysis Study.JMIR medical education · 2024Article
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
No grant is acknowledged in the PubMed record.
Abstract
backgroundThe COVID-19 pandemic has accelerated the uptake of digital health innovations due to the availability of various technologies and the urgent health care need for treatment and prevention. Although numerous studies have investigated digital health adoption and the associated challenges and strategies during the pandemic, there is a lack of evidence on the impact on the nursing workforce.
objectiveThis study aims to identify the impact of digital health transformation driven by COVID-19 on nurses.
methodsThe online software Covidence was used to follow the Preferred Reporting Items for Systematic Reviews and Meta-Analyses (PRISMA) protocol. Relevant scientific health and computing databases were searched for papers published from January 2020 to November 2021. Using the 8D sociotechnical approach for digital health in health care systems, the papers were analyzed to identify gaps in applying digital health in nursing practice.
resultsIn total, 21 papers were selected for content analysis. The analysis identified a paucity of research that quantifies the impact of the digital health transformation on nurses during the pandemic. Most of the initiatives were teleconsultation, followed by tele-intensive care unit (tele-ICU), and only 1 (5%) study explored electronic medical record (EMR) systems. Among the sociotechnical elements, the human-related factor was the most explored and the system measurement was the least studied item.
conclusionsThe review identified a significant gap in research on how implementing digital health solutions has impacted nurses during the COVID-19 pandemic. This gap needs to be addressed by further research to provide strategies for empowering the nursing workforce to be actively involved in digital health design, development, implementation, use, and evaluation.
Indexed as
Identifiers
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.