Associations of safe nurse staffing coverage and care complexity factors with nursing-sensitive adverse events in cardiac inpatients: a cross-sectional multicenter study - Report - MDSpire

Associations of safe nurse staffing coverage and care complexity factors with nursing-sensitive adverse events in cardiac inpatients: a cross-sectional multicenter study

  • By

  • Susana Asensio-Flores

  • Jordi Adamuz

  • Rosa Soldevila-Cases

  • Mònica Castellà-Creus

  • Esperanza Zuriguel-Perez

  • Oliver Polushkina-Merchanskaya

  • Pilar Delgado-Hito

  • Maria-Eulàlia Juvé-Udina

  • June 12, 2026

  • 0 min

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Clinical Report: Impact of Adequate Nurse Staffing on Adverse Events in Cardiac Patients

Overview

This study examines the relationship between nurse staffing levels and nursing-sensitive adverse events (AEs) in cardiac patients. Findings indicate that safe nurse staffing coverage is a protective factor against AEs, with older age and certain health conditions identified as risk factors.

Background

Adverse events in healthcare pose significant risks to patient safety, particularly in high-complexity settings such as cardiology wards. Understanding the impact of nurse staffing levels on these events is crucial, as inadequate staffing can lead to increased rates of preventable harm. This study contributes to the limited evidence on the associations between nurse staffing and AEs in cardiac patients.

Data Highlights

MeasureValue
Patients Included6,873
Adverse Events Rate11.4%
Most Common AE (APE)5%
Mean Nurse Staffing Coverage64.3%
Highest Staffing Coverage (Step-down Units)97.7%
Highest Staffing Coverage (Surgical Reasons)65.7%

Key Findings

  • 11.4% of patients experienced a nursing-sensitive adverse event.
  • Acute pulmonary edema (APE) was the most common AE, occurring in 5% of cases.
  • The mean nurse staffing coverage across the study was 64.3%.
  • Safe nurse staffing coverage (≥90% NHPPD) was identified as a protective factor against AEs.
  • Risk factors for AEs included older age, consciousness disorders, chronic disease, hemodynamic instability, and transmissible infection.

Clinical Implications

Healthcare providers should consider the importance of adequate nurse staffing levels when managing cardiac patients to reduce the incidence of adverse events. The findings highlight the need for policies that ensure safe staffing coverage in high-complexity care settings.

Conclusion

The study underscores the critical role of nurse staffing in preventing adverse events in cardiac patients. Future healthcare management policies should prioritize adequate staffing to enhance patient safety.

Related Resources & Content

  1. Author(s)/Org, Source, Year -- Title
  2. Author(s)/Org, Source, Year -- Title
  3. Author(s)/Org, Source, Year -- Title
  4. Joint Commission, National Performance Goal #12, 2026 -- Health Professional Resource Management
  5. ScienceDirect, 2025 -- Clinical Impacts of High-Intensity Care in the Cardiac Intensive Care Unit: Systematic Review and Meta-Analysis
  6. conexiant — Nurses Face High Physical, Cognitive Load in Trauma Surgery
  7. National Performance Goal #12: Health Professional Resource Management | Joint Commission
  8. Clinical Impacts of High-Intensity Care in the Cardiac Intensive Care Unit: Systematic Review and Meta-Analysis - ScienceDirect
  9. https://bmcnurs.biomedcentral.com/counter/pdf/10.1186/s12912-025-03142-5.pdf

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