Related Experiment Video
Updated: Mar 19, 2026

Estimate the Cognitive Load Using Electrocardiographic Measure: A Human-AI Collaborative Task
Published on: December 5, 2025
An Analysis of the Factor Model on the Workload of Nursing Staff Using a Hospital Management Tool
Kikue Sato1, Koji Yamashita2, Mituko Goshima3
1Graduate School of Medicine, KyotoUniversity, Kyoto, Japan.
Abstract:
We developed a tool that allows a medical facility to offer efficient nursing care with limited human resources by optimizing the distribution of hospital ward nursing tasks. The use of information and communications technology to visualize daily workloads and make use of quantified workload data is important for identifying management elements that allow the efficient allocation of personnel and tasks. The goal of this study was to utilize data from the ward management tool that we developed to consider workflow processes for nursing staff and the relationships between the nursing competence of the nursing staff and the patients' conditions and how these impact on workloads. We found a correlation between workload and staff competence. With respect to the teamwork index and patient condition, structural equation modeling analysis using the intensity of nursing care needs and degree of independent daily living showed that patient condition had a meaningful effect on workload.
More Related Videos
08:51Author Spotlight: Integrated Multi-Omics Analysis for Unveiling Multicellular Immune Signatures in Clinical Heart Attack Cohorts
Published on: September 20, 2024
07:31Implementation of a Real-Time Psychosis Risk Detection and Alerting System Based on Electronic Health Records using CogStack
Published on: May 15, 2020
Related Concept Videos
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...
Mechanistic Models: Compartment Models in Individual and Population Analysis
Methods of Documentation II: POMR
Current Trends in Nursing I
Quantifying Work
Current Trends in Nursing II