Observational studyJAMA network open2024
Nursing Team Composition and Mortality Following Acute Hospital Admission.
Observational study in JAMA network open, 2024. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 13 papers, 1 of them a synthesis that pooled 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.
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.
Who cites it
13 citing papers in PubMed, 1 synthesis or guideline pooled it.
- Patients and staff perspectives on hospital ward strain and its impacts on patient care and the workforce: a mixed-methods systematic review.International journal for quality in health care : journal of the International Society for Quality in Health Care · 2026Pooled it
- Balancing the rota: registered nurses' preferences for shift patterns - a discrete choice experiment.BMJ open · 2026Article
- Nurse staffing models that rely on employment of temporary nurses: A realist review.International journal of nursing studies advances · 2026Review
- Differences between Physicians' and Nurses' Perspectives in Defining Core Nursing-Sensitive Outcomes in Adult HSCT and CAR-T Therapy: An Interdisciplinary Italian Delphi Consensus.Bone marrow transplantation · 2026Article
- Unit managers between fluctuating demand and fixed staffing: a quantitative study in psychiatric nursing.Frontiers in health services · 2026Article
- Cost-effectiveness of eliminating hospital understaffing by nursing staff: a retrospective longitudinal study and economic evaluation.BMJ quality & safety · 2025Observational
- Unravelling the conceptualisation of unfinished care among physicians in acute care hospitals: a scoping review.BMJ open · 2025Article
- Temporary nurse deployments: a time-series analysis of shift scheduling dynamics and staffing level alignment.International journal of nursing studies advances · 2025Article
- Improving delayed discharge in gastrointestinal surgery patients: An integrative review.International journal of nursing studies advances · 2025Review
- Observational
- National survey evaluating the introduction of new and alternative staffing models in intensive care (SEISMIC-R) in the UK.BMJ open · 2025Observational
- Progress of research on methods of human resource allocation in operating room nursing.Frontiers in public health · 2025Review
- Optimizing nurse staffing in thoracic surgery: the imperative of Enhanced Recovery Programs-a statement of the European Society of Thoracic Surgeons Nursing & Allied Health Professionals Working Group.European journal of cardio-thoracic surgery : official journal of the European Association for Cardio-thoracic Surgery · 2024Article
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
Importance: Many studies show the adverse consequences of insufficient nurse staffing in hospitals, but safe and effective staffing is unlikely to be just about staff numbers. There are considerable areas of uncertainty, including whether temporary staff can safely make up shortfalls in permanent staff and whether using experienced staff can mitigate the effect of staff shortages. Objective: To explore the association of the composition of the nursing team with the risk of patient deaths. Design, Setting, and Participants: This patient-level longitudinal observational study was conducted in 185 wards in 4 acute hospital trusts in England between April 2015 and March 2020. Eligible participants were patients with an overnight stay and nursing staff on adult inpatient wards. Data analysis was conducted from month April 2022 to June 2023. Exposure: Naturally occurring variation during the first 5 days of hospital admission in exposure to days of low staffing from registered nurses (RNs) and nursing support (NS) staff, the proportion of RNs, proportion of senior staff, and proportion of hospital-employed (bank) and agency temporary staff. Main Outcomes and Measures: The primary outcome was death within 30 days of admission. Mixed-effect Cox proportional hazards survival models were used. Results: Data from 626 313 admissions (319 518 aged ≥65 years [51.0%]; 348 464 female [55.6%]) were included. Risk of death was increased when patients were exposed to low staffing from RNs (adjusted hazard ratio [aHR], 1.08; 95% CI 1.07-1.09) and NS staff (aHR, 1.07; 95% CI, 1.06-1.08). A 10% increase in the proportion of temporary RNs was associated with a 2.3% increase in the risk of death, with no difference between agency (aHR, 1.023; 95% CI, 1.01-1.04) and bank staff (aHR, 1.02; 95% CI, 1.01-1.04). A 10% increase in the proportion of agency NS was associated with a 4% increase in risk of death (aHR, 1.04; 95% CI, 1.02-1.06). Evidence on the seniority of staff was mixed. Model coefficients were used to estimate the association of using temporary staff to avoid low staffing and found that risk was reduced but remained elevated compared with baseline. Conclusions and Relevance: This cohort study found that having senior nurses in the nursing team did not mitigate the adverse outcomes associated with low nurse staffing. These findings indicate that while the benefits of avoiding low staffing may be greater than the harms associated with using temporary staff, particularly for RNs, risk remains elevated if temporary staff are used to fill staffing shortages, which challenges the assumption that temporary staff are a cost-effective long-term solution to maintaining patient safety.
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Registered trials
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.