ArticleBMC nursing2022
Remote continuous monitoring with wireless wearable sensors in clinical practice, nurses perspectives on factors affecting implementation: a qualitative study.
Article in BMC nursing, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 19 papers, 1 of them a synthesis that pooled it.
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Who cites it
19 citing papers in PubMed, 1 synthesis or guideline pooled it.
- From perception to response: translational progress implementation challenges of wearable non-invasive continuous vital sign monitoring in early warning for inpatients.Frontiers in physiology · 2026Pooled it
- Wearable Electronic Monitoring of Vital Signs in Hospitalised Adults: A Nursing Focused Scoping Review of Clinical, Economic and Implementation Outcomes.Journal of advanced nursing · 2026Article
- Clinical Implementation of Wearable-Derived Sleep and Activity Reporting for Inpatient Psychiatric Monitoring.JMIR formative research · 2026Article
- Perceptions of care home residents, families and staff about wearable devices: a scoping review.European geriatric medicine · 2026Article
- Clinical Evaluation of a Real-Time Wearable System for Monitoring In-Hospital Ambulatory Patients With COVID-19: Retrospective Data Study.JMIR medical informatics · 2026Article
- Innovative Technologies: Optimizing Nursing Practice.Computers, informatics, nursing : CIN · 2026Article
- Factors Associated With the Usability and Adoption of Continuous Monitoring Devices With Deterioration Alerting Systems in Acute Hospital Non-ICU Settings: A Mixed Methods Study.Journal of nursing management · 2026Article
- Enhancing Quality of Resident Care and Staff Efficiency Through Implementation of Sensors in the Long-Term Care Setting: A Multi-Site Mixed-Methods Study.Sensors (Basel, Switzerland) · 2025Article
- Wireless Power-Up and Readout of Label-Free Nanosensors for In-Vivo Monitoring of Protein Concentrations in Live Animals.Langmuir : the ACS journal of surfaces and colloids · 2025Article
- Wearables in Healthcare Organizations: Implications for Occupational Health, Organizational Performance, and Economic Outcomes.Healthcare (Basel, Switzerland) · 2025Review
- Nurses' experiences with inhospital continuous monitoring of vital signs in general wards: A systematic review.PLOS digital health · 2025Article
- [Barriers and facilitators of two pilot projects of telemonitoring aimed at patients with diabetesRevista de salud publica (Bogota, Colombia) · 2025Article
- Do not disturb: Use of wearable biosensor technology to minimize sleep disruptions in patients with hematological malignancies.Canadian oncology nursing journal = Revue canadienne de nursing oncologique · 2025Article
- An implantable system for opioid safety.Device · 2024Article
- Health in a Virtual Environment (HIVE): A Novel Continuous Remote Monitoring Service for Inpatient Management.Healthcare (Basel, Switzerland) · 2024Article
- Patient Satisfaction With a Multisite, Multiregional Remote Patient Monitoring Program for Acute and Chronic Condition Management: Survey-Based Analysis.Journal of medical Internet research · 2023Article
- Continuous Vital Signs Monitoring with a Wireless Device on a General Ward: A Survey to Explore Nurses' Experiences in a Post-Implementation Period.International journal of environmental research and public health · 2023Article
- Process Evaluation of a Wireless Wearable Continuous Vital Signs Monitoring Intervention in 2 General Hospital Wards: Mixed Methods Study.JMIR nursing · 2023Article
- Detecting Patient Deterioration Early Using Continuous Heart rate and Respiratory rate Measurements in Hospitalized COVID-19 Patients.Journal of medical systems · 2023Article
Corrections and comments
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Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundContinuous monitoring using wireless wearable sensors is a promising solution for use in clinical practice and in the home setting. It is important to involve nurses to ensure successful implementation. This paper aims to provide an overview of 1) factors affecting implementation of continuous monitoring using wireless wearable sensors by evaluating nurses' experiences with its use on the nursing ward, and 2) nurses' expectations for use in the home setting.
methodsSemi-structured interviews were conducted with 16 nurses from three teaching hospitals in the Netherlands, covering constructs from the Consolidated Framework for Implementation Research (CFIR). A deductive approach of directed content analysis was applied. One additional factor was added using the Unified Theory for Acceptance of Technology (UTAUT). The quotes and domains were rated on valence (positive, neutral, negative) and strength (strong: - 2, + 2, neutral 0, and weak: - 1, + 1).
resultsData was collected on 27 CFIR constructs and 1 UTAUT construct. In the experience of at least 8 nurses, five constructs had a strong positive influence on implementation on the nursing ward, including relative advantage (e.g., early detection of deterioration), patient needs and resources (e.g. feeling safe), networks and communications (e.g. execute tasks together), personal attributes (e.g. experience with intervention), and implementation leaders (e.g., project leader). Five constructs had a strong negative influence: evidence strength and quality (e.g. lack of evidence from practical experience), complexity (e.g. number of process steps), design quality and packaging (e.g., bad sensor quality), compatibility (e.g, change in work) and facilitating conditions (e.g, Wi-Fi connection). Nurses expected continuous monitoring in the home setting to be hindered by compatibility with work processes and to be facilitated by staff's access to information. Technical facilitating conditions (e.g. interoperability) were suggested to be beneficial for further development.
conclusionsThis paper provides an overview, of factors influencing implementation of continuous monitoring including relative importance, based on nurses' experiences with use on nursing wards, and their perspectives for use in the home setting. Implementation of continuous monitoring is affected by a wide range of factors. This overview may be used as a guideline for future implementations.
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