Evidence map›Paper›PMID 40722093›Full record

Observational studyCritical care (London, England)2025

The impact of intensive care strain on patients' outcomes-a multinational observational cohort (UNITE-COVID) study.

Katharina Kohler, Thomas De Corte, Massimiliano Greco, Pedro Povoa, Maurizio Cecconi, Marlies Ostermann, Jan De Waele, Andrew Conway Morris, UNITE-COVID investigators

Abstract readObservational StudyMulticenter Study
In one paragraph

Observational study in Critical care (London, England), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 5 papers.

0numbers the graph read from it
0cells of the map it votes in
5citing 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

5 citing papers in PubMed.

  1. Article
  2. Review
  3. Article
  4. Article
  5. 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

9 authors.

Katharina KohlerPerioperative, Acute, Critical Care and Emergency Medicine section, Department of Medicine, University of Cambridge, Level 4 Addenbrooke's Hospital Hills Road, Cambridge, UK.
Thomas De CorteDept of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.
Massimiliano GrecoDepartment of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, Milan, 20072, Italy.
Pedro PovoaNOVA Medical School, CHRC, NOVA University of Lisbon, Lisbon, Portugal.
Maurizio CecconiDepartment of Biomedical Sciences, Humanitas University, Via Rita Levi Montalcini 4, Pieve Emanuele, Milan, 20072, Italy.
Marlies OstermannDepartment of Intensive Care, Guy's & St Thomas' Hospital, London, UK.
Jan De WaeleDept of Internal Medicine and Pediatrics, Faculty of Medicine and Health Sciences, Ghent University, Ghent, Belgium.
Andrew Conway MorrisPerioperative, Acute, Critical Care and Emergency Medicine section, Department of Medicine, University of Cambridge, Level 4 Addenbrooke's Hospital Hills Road, Cambridge, UK. Ac926@cam.ac.uk.
UNITE-COVID investigators

Funding

Medical Research Council MR/V006118/1Research Foundation - Flanders G085920NResearch Foundation, Flanders 1881020N
6 · The paper itself

Abstract

purposeIntensive care unit (ICU) strain is associated with increased mortality. Most strain metrics focus on 'simple' measures such as bed occupancy or admission rates. There is limited data on mitigation strategies, such as procedure teams or staff well-being services on strain, or the impact of increased patient-to-nurse ratios and non-ICU trained nurses working in ICU.

methodsUsing the multi-national UNITE-COVID study, collecting data from ICUs on their day of peak bed occupancy in two periods (2020 and 2021) of the COVID-19 pandemic, we evaluated metrics of strain (Bed occupancy, patient: nurse ratio, use of non-ICU staff and shortages of consumables) and potential mitigators (procedural support teams and staff well-being interventions). We examined how these related to outcomes (mortality, complications, length of stay).

resultsIn both epochs, ICUs experienced significant strain, with ICU bed expansion to 133% and 163% respectively, whilst patient-to-nurse ratios increased by 0.4 and 0.3. Consumable shortages were widespread in 2020. Mortality was inversely correlated with staff well-being interventions in both epochs. Complications were inversely correlated with procedure support teams, and positively correlated with staffing ratios. In regression models, pressure sores were reduced in presence of support teams (p = 0.004) and increased with increasing patients per nurse (p = 0.05) whilst unplanned extubations were related to non-ICU trained staff working in ICU(p = 0.02).

conclusionsCOVID-19 induced ICU strain had effects beyond mortality, including increases in complications. Staff pressure and lack of ICU training were related to specific complications, whilst support teams and well-being interventions were associated with improved outcomes.

Indexed as

COVID-19Critical CareIntensive Care UnitsBed OccupancyCohort StudiesHospital MortalityHumansLength of StayCOVID-19Healthcare providersHealth servicesIntensive careSystem strain

Identifiers

PMID40722093
PMCPMC12306109

What OpenQuestion holds

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LicenceCC BY
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Registered trials

None linked

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.