Evidence map›Paper›PMID 40794752›Full record

ArticlePLOS digital health2025

Nursing activities and associated workload of nurses in virtual care centres: A multicentre observational study.

Jobbe P L Leenen, Jedidja Lok-Visser, Cindy Vollenbroek, Henk Sonneveld, Thijs Van Houwelingen, Gréanne Leeftink

Abstract read
In one paragraph

Article in PLOS digital health, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.

0numbers the graph read from it
0cells of the map it votes in
1citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from 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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

1 citing paper in PubMed.

  1. Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

6 authors.

Jobbe P L LeenenConnected Care Center, Isala, Zwolle, The Netherlands.ORCID https://orcid.org/0000-0001-7269-2892
Jedidja Lok-VisserConnected Care Center, Isala, Zwolle, The Netherlands.
Cindy VollenbroekCenter for Healthcare Operations Improvement & Research, University of Twente, Enschede, The Netherlands.
Henk SonneveldResearch Group Technology for Healthcare Innovations, Research Centre for Healthy and Sustainable Living, University of Applied Sciences Utrecht, Utrecht, The Netherlands.
Thijs Van HouwelingenResearch Group Technology for Healthcare Innovations, Research Centre for Healthy and Sustainable Living, University of Applied Sciences Utrecht, Utrecht, The Netherlands.
Gréanne LeeftinkConnected Care Center, Isala, Zwolle, The Netherlands.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Virtual care centres (VCCs) are novel wards of hospitals and facilitate the provision of remote monitoring and home-based patient care by virtual care nurses. Whereas since the COVID-19 pandemic VCCs have rapidly emerged, there is a lack of insight in virtual care nurses' work and the associated work load. Therefore, the aim of this study was to identify the nursing activities performed in Virtual Care Centers (VCCs) and assess nurses' perceived workload associated with these activities. A multicentre descriptive, observational cross-sectional study was performed. Data collection (February - June 2024) involved three steps: establishing a list of nursing activities, defining and quantifying workload using the NASA-Task Load Index and Analytical Hierarchy Process (AHP), and measuring nursing activity-associated workload by a survey involving 19 virtual care nurses across six VCCs in the Netherlands who had been employed in VCCs for at least one year. Eventually, we identified 21 nursing activities categorized into five areas: education and training (n = 2), development and promotion of new care pathways (n = 4), patient contact (n = 4), clinical decision-making (n = 8), and administration (n = 2). The overall workload was predominantly rated as low to medium, with the development of protocols for new digital care pathways being the most demanding activity. Routine nursing activities, such as patient contact and clinical decision-making, resulted in low to very low workload ratings. In conclusion, we found VCC nurses engage in a broad spectrum of conventional and novel nursing tasks, of which we measured their associated workload using a novel approach integrating NASA-TLX and AHP. The highest associated workload suggest the need for task differentiation and/or additional training to support nurses in managing these high-demand tasks. The VCC model may offer a viable alternative for nurses experiencing high workloads in conventional wards, potentially alleviating some pressures on nursing staff in traditional healthcare settings, mostly in the shift from physical to mental demand.

Identifiers

PMID40794752
PMCPMC12342328

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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.