Nursing care shapes patient outcomes every day, yet it often disappears in clinical data. When records capture tasks rather than clinical reasoning, the true contribution of nursing stays hidden. That gap limits how organizations measure quality, plan staffing, and prove the value of care.
In 2012, nursing leadership at Agostino Gemelli University Hospital in Rome asked a pointed question: how can we make nursing visible, not just as tasks completed, but as a clinical discipline that influences outcomes, supports decision-making, and captures patient complexity? The answer became a long-term program of nursing documentation digital transformation, powered by structured audit and feedback and grounded in JBI methodology. This insight looks at what the team faced, how they responded, and the results they achieved. You'll see a practical path from evidence to action that other hospitals can follow.
Why was nursing visibility low?
Before the change, nursing was underrepresented in clinical records. That made it difficult to show how nursing influenced patient outcomes or to measure the complexity of the patients nurses cared for.
The team identified several barriers:
- No standardized language or documentation for nursing practice
- Limited ability to measure patient complexity and nursing impact
- Variable documentation quality and incomplete care records
- Cultural resistance to new systems and processes
- A perception of audits as compliance exercises rather than improvement tools
These challenges are familiar across healthcare, and they're the kind that evidence-based practice is well suited to solve. For related context, see our expert insight on implementing an evidence-based quality improvement project for patient safety.
How did the PAI system and JBI methodology drive change?
The hospital introduced the Professional Assessment Instrument (PAI), a clinical decision support and documentation system designed to standardize nursing language and embed the nursing process into the hospital's digital ecosystem. Implementation began in 2013 across five pilot units, supported by training that built both technical skill and cultural readiness. From the start, the team paired the rollout with a research program to assess usability, staff perceptions, and impact on practice.
Structured audit and feedback made the difference. A formal audit process began in 2015, and in 2021 the team realigned it with the JBI Evidence Implementation Framework, adding the Getting Research into Practice (GRiP) approach to guide the work.
Key actions included:
- Implementing the PAI system to standardize nursing documentation and clinical reasoning
- Establishing regular audit cycles to assess completeness, accuracy, and outcomes
- Applying the GRiP framework to identify barriers and co-design targeted improvements
- Embedding feedback sessions to review results, set goals, and strengthen accountability
- Sharing results transparently across teams to support learning and continuous improvement
Audit criteria focused on the core dimensions of care, including assessment accuracy, diagnostic clarity, outcome tracking, and reassessment practices. To understand why this method works, explore our insight on using audit and feedback to improve clinical outcomes.
What outcomes did the hospital achieve?
The results were both measurable and cultural. Structured audit and feedback, supported by JBI methodology, improved practice and shifted how staff viewed their work.
Key outcomes included:
- Documentation completeness improved from 67% to 89% within one year.
- Nurses increased their use of standardized nursing diagnoses, strengthening clinical reasoning.
- The hospital gained a clearer way to measure patient complexity and link nursing care to outcomes.
- Staff engagement grew, with nurses seeing audits as tools for learning rather than compliance.
Research findings showed a direct relationship between nursing diagnoses and patient outcomes such as length of stay and mortality. That evidence reinforced the clinical value of nursing data and strengthened the professional identity and visibility of nursing across the health system. For more on turning evidence into everyday practice, read our insight on building a culture of evidence-based practice.
Why does nursing visibility matter?
By standardizing documentation and putting data to work, the PAI system sharpened clinical decision-making, improved care quality, and made outcomes measurable. At its core, the project shows that evidence-based practice isn't a one-time activity. It's an ongoing cycle of measurement, reflection, and improvement, driven by data, collaboration, and shared accountability.
The program continues to evolve, with a focus on sustainability and innovation. Next steps include:
- Running ongoing audit cycles to maintain and improve documentation quality
- Refining the system based on user feedback and emerging evidence
- Expanding and optimizing both the adult and pediatric PAI systems
- Exploring artificial intelligence (Artificial Intelligence (AI) and predictive analytics to support precision nursing and decision-making
Bring evidence-based improvement to your nursing practice
Structured, peer-reviewed evidence and practical audit tools can make nursing visible and measurable, even in large academic hospitals. Learn how JBI PACES and other resources can help your team move from evidence to action.
Ready to transform evidence-based practice at your organization?