ArticleLancet (London, England)2021
Effects of nurse-to-patient ratio legislation on nurse staffing and patient mortality, readmissions, and length of stay: a prospective study in a panel of hospitals.
Article in Lancet (London, England), 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 137 papers, 3 of them syntheses that pooled it.
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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.
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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.
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Who cites it
137 citing papers in PubMed, 3 syntheses or guidelines pooled it, 347 citations in OpenAlex.
- From Evidence to Strategic Insight: Preliminary Model Development and Validation for Exploring Potential Changes and Enhancing Nursing Work Performance.Journal of nursing management · 2026Pooled it
- The Association Between Nurse Staffing and Conflict and Containment in Acute Mental Health Care: A Systematic Review.International journal of mental health nursing · 2025Pooled it
- The association between multi-disciplinary staffing levels and mortality in acute hospitals: a systematic review.Human resources for health · 2023Pooled it
- Application of the BL-BOPPPS Model in Electric Operating Bed Training for Operating Room Nurses.Perspectives on medical education · 2026Trial
- Real requirements of nursing activities and patient-related factors related to nursing overload in an internal medicine department.Internal and emergency medicine · 2024Trial
- Professional quality of life of hospital nurses: A cross-sectional study.International journal of nursing studies advances · 2026Article
- Universal health coverage and nursing and midwifery workforce growth from 2000 to 2023: A longitudinal ecological study.International journal of nursing studies advances · 2026Article
- Working conditions and mental health among doctors and nurses in the European Union, Iceland, and Norway: a cross-sectional survey.The Lancet regional health. Europe · 2026Article
- Factors Influencing the Attractiveness of Intensive Care Nursing: Nurses' Perspectives and Psychological Implications.Nursing in critical care · 2026Article
- The Midwives' Data Hub as Workforce Policy Intelligence for Staffing, Well-Being and Equity.International nursing review · 2026Article
- Co-design of the Implementation Toolkit for Small and Sick Newborn Care: a global open-access knowledge management web platform and linked community targeting the know-do gap.BMC pediatrics · 2026Article
- Safe Minimum Nurse Staffing Requirements for Hospitals: Evidence From Pennsylvania.Medical care · 2026Observational
- Work Ability and Associated Factors Among Nurses in a Teaching Hospital: A Cross-Sectional Study.La Medicina del lavoro · 2026Article
- Linking Work Environment to Turnover Intention: The Mediating Role of Moral Distress Among Emergency Nurses.Nursing reports (Pavia, Italy) · 2026Article
- Association of nurse staffing ratios with patient mortality and length of stay in Chilean public hospitals: a cross-sectional study.BMJ open · 2026Article
- The Role of Surveillance in the Association Between the Nurse Work Environment and Patient Safety Culture.Research in nursing & health · 2026Article
- Nurse staffing models that rely on employment of temporary nurses: A realist review.International journal of nursing studies advances · 2026Review
- Beyond the Ratios: Evidence for Optimal Minimum Nurse-Patient-Ratios in Medical-Surgical Settings.Journal of advanced nursing · 2026Article
- The illusion of improved nurse staffing levels in South Korea during COVID-19: a statistical artifact of policy changes and declining patient volume.BMC nursing · 2026Article
- Private equity acquisitions of hospitals and the changing landscape of care for patients with gastrointestinal cancer.Journal of gastrointestinal oncology · 2026Article
77 more citing papers are in PubMed but not listed here.
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Authors and funding
6 authors at 3 institutions in 2 countries.
Funding
Abstract
backgroundSubstantial evidence indicates that patient outcomes are more favourable in hospitals with better nurse staffing. One policy designed to achieve better staffing is minimum nurse-to-patient ratio mandates, but such policies have rarely been implemented or evaluated. In 2016, Queensland (Australia) implemented minimum nurse-to-patient ratios in selected hospitals. We aimed to assess the effects of this policy on staffing levels and patient outcomes and whether both were associated.
methodsFor this prospective panel study, we compared Queensland hospitals subject to the ratio policy (27 intervention hospitals) and those that discharged similar patients but were not subject to ratios (28 comparison hospitals) at two timepoints: before implementation of ratios (baseline) and 2 years after implementation (post-implementation). We used standardised Queensland Hospital Admitted Patient Data, linked with death records, to obtain data on patient characteristics and outcomes (30-day mortality, 7-day readmissions, and length of stay [LOS]) for medical-surgical patients and survey data from 17 010 medical-surgical nurses in the study hospitals before and after policy implementation. Survey data from nurses were used to measure nurse staffing and, after linking with standardised patient data, to estimate the differential change in outcomes between patients in intervention and comparison hospitals, and determine whether nurse staffing changes were related to it.
findingsWe included 231 902 patients (142 986 in intervention hospitals and 88 916 in comparison hospitals) assessed at baseline (2016) and 257 253 patients (160 167 in intervention hospitals and 97 086 in comparison hospitals) assessed in the post-implementation period (2018). After implementation, mortality rates were not significantly higher than at baseline in comparison hospitals (adjusted odds ratio [OR] 1·07, 95% CI 0·97-1·17, p=0·18), but were significantly lower than at baseline in intervention hospitals (0·89, 0·84-0·95, p=0·0003). From baseline to post-implementation, readmissions increased in comparison hospitals (1·06, 1·01-1·12, p=0·015), but not in intervention hospitals (1·00, 0·95-1·04, p=0·92). Although LOS decreased in both groups post-implementation, the reduction was more pronounced in intervention hospitals than in comparison hospitals (adjusted incident rate ratio [IRR] 0·95, 95% CI 0·92-0·99, p=0·010). Staffing changed in hospitals from baseline to post-implementation: of the 36 hospitals with reliable staffing measures, 30 (83%) had more than 4·5 patients per nurse at baseline, with the number decreasing to 21 (58%) post-implementation. The majority of change was at intervention hospitals, and staffing improvements by one patient per nurse produced reductions in mortality (OR 0·93, 95% CI 0·86-0·99, p=0·045), readmissions (0·93, 0·89-0·97, p<0·0001), and LOS (IRR 0·97, 0·94-0·99, p=0·035). In addition to producing better outcomes, the costs avoided due to fewer readmissions and shorter LOS were more than twice the cost of the additional nurse staffing.
interpretationMinimum nurse-to-patient ratio policies are a feasible approach to improve nurse staffing and patient outcomes with good return on investment.
fundingQueensland Health, National Institutes of Health, National Institute of Nursing Research.
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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.