ArticleEClinicalMedicine2021
Remote home monitoring (virtual wards) for confirmed or suspected COVID-19 patients: a rapid systematic review.
Article in EClinicalMedicine, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07166653 (Nordic Digital Health Education as an Implementation Tool for Hospital-at-home - Protocol for a Multicenter Randomized Controlled Trial), which is not on this map. Cited by 78 papers, 4 of them syntheses that pooled it.
What it found
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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.
Nordic Digital Health Education as an Implementation Tool for Hospital-at-home - Protocol for a Multicenter Randomized Controlled Trial
Who cites it
78 citing papers in PubMed, 4 syntheses or guidelines pooled it.
- Barriers and facilitators to the use of virtual wards: a systematic review of the qualitative evidence.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2025Pooled it
- Advancing Regional and Remote Health Care With Virtual Hospital Implementation: Rapid Review.JMIR human factors · 2025Pooled it
- Admission avoidance hospital at home.The Cochrane database of systematic reviews · 2024Pooled it
- Effectiveness and safety of pulse oximetry in remote patient monitoring of patients with COVID-19: a systematic review.The Lancet. Digital health · 2022Pooled it
- Transforming health care: Investigating Influenzer, a novel telemedicine-supported early discharge program for patients with lower respiratory tract infection: A non-randomized feasibility study.Journal of telemedicine and telecare · 2025Trial
- Home-based management of hypoxaemic COVID-19 patients: design of the Therapy@Home pilot study.BMJ open · 2024Trial
- Design and development of a disease-agnostic remote patient monitoring typology and associated tools.PLOS digital health · 2026Article
- Enhancing the resilience of remote patient monitoring and hospital-at-home systems: a digital-twin-based framework.npj health systems · 2026Review
- Commissioners' views and experiences of implementing virtual wards in Integrated Care Systems in England: a longitudinal qualitative study using the Consolidated Framework for Implementation Research (CFIR).BMC health services research · 2026Article
- The effectiveness and cost-effectiveness of a virtual Hospital in the Home service for COVID-19 infection: A cohort study and modelled decision analysis.Journal of telemedicine and telecare · 2026Article
- Factors affecting implementation of hospital inpatient-level care at home: a qualitative study of virtual wards in North West England.BMJ open · 2026Article
- The Impact of Intelligent Medical Systems Combined with Interdisciplinary Care Teams in Home-Based Care Services for Disabled Elderly Individuals: A Prospective Intervention Study.Journal of multidisciplinary healthcare · 2026Article
- Improving fidelity of implementation of self-administered pulse oximetry and remote patient monitoring in Honduras during the COVID-19 pandemic.Frontiers in medicine · 2026Article
- Benefits and outcomes of implementing virtual health clinics in remote and underserved areas: a scoping review.International journal of technology assessment in health care · 2025Article
- Implementation of a Virtual Hospital in the Home Service for Patients With COVID-19 in Queensland, Australia: Mixed Methods Evaluation Using the RE-AIM Framework.Journal of medical Internet research · 2025Article
- Home Monitoring Delivered Through the Emergency Department for Outpatients With COVID-19: COVID19@Home Aachen Pilot Cohort Study.JMIR medical informatics · 2025Article
- Feasibility, utility, usability and acceptance of a multimodal telemonitoring for COVID-19 patients in general practitioners practices in Germany: a mixed methods study with patients.BMC health services research · 2025Article
- Virtual Health Care in Hospital-at-Home Models for Patients With Acute Infections: A Scoping Review.Mayo Clinic proceedings. Digital health · 2025Review
- How Dutch initiatives to early discharge COVID-19 patients were organised during the pandemic: a scoping review.BMJ open · 2025Article
- An equity analysis of remote patient monitoring programs unveils assumptions on digital health equity.NPJ digital medicine · 2025Review
18 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
11 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
backgroundthe aim of this review was to analyze the implementation and impact of remote home monitoring models (virtual wards) for confirmed or suspected COVID-19 patients, identifying their main components, processes of implementation, target patient populations, impact on outcomes, costs and lessons learnt.
methodswe carried out a rapid systematic review on models led by primary and secondary care across seven countries (US, Australia, Canada, The Netherlands, Ireland, China, UK). The main outcomes included in the review were: impact of remote home monitoring on virtual length of stay, escalation, emergency department attendance/reattendance, admission/readmission and mortality. The search was updated on February 2021. We used the PRISMA statement and the review was registered on PROSPERO (CRD: 42020202888).
findingsthe review included 27 articles. The aim of the models was to maintain patients safe in the appropriate setting. Most models were led by secondary care and confirmation of COVID-19 was not required (in most cases). Monitoring was carried via online platforms, paper-based systems with telephone calls or (less frequently) through wearable sensors. Models based on phone calls were considered more inclusive. Patient/career training was identified as a determining factor of success. We could not reach substantive conclusions regarding patient safety and the identification of early deterioration due to lack of standardized reporting and missing data. Economic analysis was not reported for most of the models and did not go beyond reporting resources used and the amount spent per patient monitored.
interpretationfuture research should focus on staff and patient experiences of care and inequalities in patients' access to care. Attention needs to be paid to the cost-effectiveness of the models and their sustainability, evaluation of their impact on patient outcomes by using comparators, and the use of risk-stratification tools.
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Registered trials
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