Observational studyInternational nursing review2025
Associations between nurse-to-patient ratio, nurse educational level, and nurse-sensitive patient outcomes: A 12-month prospective observational study.
Observational study in International nursing review, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 7 papers.
What it found
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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.
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
7 citing papers in PubMed.
- Article
- Modeling hospital catchment areas in pediatric oncology using an empirically parameterized extended Huff-model.International journal of health geographics · 2026Article
- Nursing students' perspectives on implicit rationing of nursing care: Cross-sectional and cross-cultural analysis.International journal of nursing studies advances · 2026Article
- Associations Between the Nurse Practice Environment and Nurse-Sensitive Patient Outcomes: Empirical Research Quantitative.Nursing open · 2026Article
- Impact of COVID-19 on nurse staffing levels and healthcare-associated infections in medical institutions: a retrospective cohort study.Scientific reports · 2025Article
- Associations between nurse-to-patient ratio, nurse educational level, and nurse-sensitive patient outcomes: A 12-month prospective observational study.International nursing review · 2025Observational
- Relationship Between the Nurse-Patient Ratio and Adverse Events in Conventional Hospitalization Units in a Third-Level Hospital.Journal of nursing management · 2025Observational
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
Abstract
aimTo investigate the associations between nurse staffing levels, nurse educational level, and nurse-sensitive patient outcomes among patients in medical and surgical wards.
backgroundPatient outcomes are affected by a variety of factors, including nurse staffing and registered nurse (RN) educational levels. An examination of the associations between these factors and patient outcomes will help identify the impact that nurses make on patient care, including health and safety.
methodsA 12-month prospective observational study was conducted in four major hospitals in Hong Kong. Data on nurse staffing were collected daily, while data on nurse-sensitive patient outcomes were retrieved from patient records and nursing documentation. Multiple regression was used to examine the association between each of the outcomes and the explanatory variables including nurse-to-patient ratio and educational qualifications at the ward level. The STROBE guidelines were followed in this study.
resultsThe average monthly nurse-to-patient ratio per ward was 1:9.2 (1:7.4 for day (morning and afternoon) and 1:19.1 for night shifts). The percentage of RNs with a bachelor's or higher degree was 83.6%. A higher nurse-to-patient ratio was significantly associated with a larger number of patients with physical restraints and catheter-associated urinary tract infections. A significant association was also found between a higher percentage of RNs with a bachelor's or higher degree and a smaller number of physical restraints used.
conclusionsNurse staffing and educational levels were associated with key patient outcomes such as physical restraint use and incidence of catheter-associated urinary tract infections. IMPLICATIONS FOR NURSING AND HEALTH POLICY: Current nurse staffing strategies should be refined in light of these findings in order to enhance patient health and safety outcomes.
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