Automating Time-Consuming and Error-Prone Manual Nursing Management Documentation Processes.

Area of Science:

• Healthcare Administration
• Nursing Informatics

Background:

• German regulations mandate nursing managers document patient-nurse ratios.
• Manual documentation is time-consuming, error-prone, and requires integrating heterogeneous hospital data.
• Non-compliance or inadequate ratios result in financial sanctions.

Purpose of the Study:

• To develop and implement an automated system for documenting patient-nurse ratios.
• To reduce the administrative burden and errors associated with regulatory compliance.
• To provide interactive tools for analyzing patient and staff numbers.

Main Methods:

• Implementation of a documentation and visualization system.
• Automated data retrieval and calculation of patient-nurse ratios.
• Development of interactive dashboards for data analysis.

Main Results:

• The system enables quick and automatic creation of required documentation.
• Nursing managers can analyze ratios interactively before submission.
• The process is approximately 35 hours per month faster and less error-prone.
• The method scales across multiple wards and locations and predicts sanctions.

Conclusions:

• The developed system effectively supports nursing management tasks.
• It decreases nursing administration workload and facilitates data analysis cost-effectively.
• No IT infrastructure changes were required for implementation.