Evidence map›Paper›PMID 41782146›Full record

Observational studyBMC health services research2026

Winter all year round in urgent and emergency care: a large retrospective analysis of routinely collected NHS data across England, 2021-2022.

Jen Lewis, Richard M Jacques, Madina Hasan, Susan Croft, Richard Campbell, Rebecca Simpson, Simone Croft, Sophie Williams, Charles Gutteridge, Suzy Gallier and 12 more

Abstract readObservational Study
In one paragraph

Observational study in BMC health services research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

22 authors.

Jen LewisSchool of Medicine and Population Health, University of Sheffield, Sheffield, UK. jen.lewis@sheffield.ac.uk.ORCID http://orcid.org/0000-0002-3765-1566
Richard M JacquesSchool of Medicine and Population Health, University of Sheffield, Sheffield, UK.
Madina HasanData Connect, University of Sheffield, Sheffield, UK.
Susan CroftSchool of Medicine and Population Health, University of Sheffield, Sheffield, UK.
Richard CampbellSchool of Medicine and Population Health, University of Sheffield, Sheffield, UK.
Rebecca SimpsonSchool of Medicine and Population Health, University of Sheffield, Sheffield, UK.
Simone CroftData Connect, University of Sheffield, Sheffield, UK.
Sophie WilliamsBarts Life Sciences, Barts Health NHS Trust, London, UK.
Charles GutteridgeClinical Informatics, Barts Health NHS Trust, London, UK.
Suzy GallierNIHR Midlands Patient Safety Research Collaboration and NIHR Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.
Felicity EvisonNIHR Midlands Patient Safety Research Collaboration and NIHR Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.
Elizabeth SapeyNIHR Midlands Patient Safety Research Collaboration and NIHR Biomedical Research Centre, University Hospitals Birmingham NHS Foundation Trust, Birmingham, UK.
Amy DillonBristol Medical School, University of Bristol, Bristol, UK.
Rachel DenholmBristol Medical School, University of Bristol, Bristol, UK.
Erik MayeriCARE Secure Data Environment, Digital Collaboration Space, St Mary's Hospital, Imperial College Healthcare NHS Trust & Imperial College London, London, UK.
Quinta DaviesDepartment of Data Science, Lancashire Teaching Hospitals NHS Trust, Preston, UK.
Jo KnightLancaster Medical School, Lancaster University, Bailrigg, Lancaster, UK.
Vishnu ChandrabalanDepartment of Data Science, Lancashire Teaching Hospitals NHS Trust, Preston, UK.
Michael GeorgeSouthampton Emerging Therapies and Technologies (SETT) Centre, Southampton, UK.
Thomas PhillipsSouthampton Emerging Therapies and Technologies (SETT) Centre, Southampton, UK.
Matt StammersSouthampton Emerging Therapies and Technologies (SETT) Centre, Southampton, UK.
Suzanne MasonSchool of Medicine and Population Health, University of Sheffield, Sheffield, UK.

Funding

Health Data Research UK, United Kingdom MC_PC_20058National Institute for Health and Care Research NIHR200166NIHR Bristol Biomedical Research Centre, United Kingdom NIHR203315NIHR Imperial Biomedical Research Centre NIHR203323
6 · The paper itself

Abstract

background‘Winter pressures’ in urgent and emergency care (UEC) are widely accepted but have had little empirical attention. Amidst annually increasing demand for UEC and reports of extreme strain during winter, we aimed to understand the extent and nature of seasonal demand by analysing routine data from Emergency Departments (ED) and acute Admitted Patient Care (APC) episodes across England.

methodsThis was a retrospective observational analysis using data from 26 hospitals and 22 EDs between 2021-11-1 and 2022-10-31 comparing emergency attendances and acute admissions between winter (October-March) and summer (April-September). Main outcomes included ED waiting times, length of admissions, the number of investigations, treatments and procedures received, and whether the contact was considered avoidable. Using a novel ‘federated’ approach exploiting local relationships with data providers, regional researchers analysed local data and provided summary statistics and analysis results to the lead site. Aggregation of summary results established a picture of seasonal demand across the country, and an understanding of regional variation in seasonal trends.

results1,549,205 ED attendances (775,810 winter; 50.1%) and 747,685 APC admissions (368,910 winter, 49.3%) were analysed. We found no systematic seasonal differences in the number or nature of presentations. While regional variation existed for many outcomes, no nationally consistent effect of winter was found for any measure.

conclusionsWinter pressures in UEC may not be driven by large differences in the number, avoidability or acuity of ED attendances or APC admissions. Rather, UEC may be operating at or near to capacity all year, meaning small fluctuations in demand or in the complexity of presentations may cause significant strain on an over-burdened system. Focus on managing seasonal demand should be modified to address year-round pressure. Effective policy may require structural reconfiguration to better regulate demand.

Indexed as

Ambulatory CareEmergency Medical ServicesEmergency Service, HospitalSeasonsState MedicineEmergency Room VisitsEnglandHumansRetrospective StudiesAvoidable admissionEmergency careEmergency departmentNHSRoutine dataUrgent careWinter pressures

Identifiers

PMID41782146
PMCPMC13067658

What OpenQuestion holds

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Registered trials

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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.