What type of study is this?

This is a Quantitative Study study.

Building a learning health analytical tool to improve quality and patient safety by empowering nursing practice and establishing a data driven culture.

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Observational analysis improved quality outcomes in oncology nursing workflows, highlighting the role of analytics in patient care.

Significant improvement in clinical outcomes and compliance metrics was achieved using the new analytical tool.
Quality improvement cycle time reduced due to timely analytics and a focus on nursing workflows.
A data driven culture was established, enhancing the understanding of compliance metrics and regulatory reporting.
The tool's success in oncology can be replicated for other nursing areas, such as inpatient restraints.

Awan et al. (2025) studied this question.

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