Date of Conferral

2-10-2026

Degree

Doctor of Nursing Practice (DNP)

School

Nursing

Advisor

Corinne Romano

Abstract

Same-day outpatient procedural cancellations represent a persistent challenge for healthcare organizations, negatively affecting patient safety, access, operational efficiency, and financial performance. This Doctor of Nursing Practice (DNP) executive leadership project proposes the implementation of a nurse-led, artificial intelligence (AI)–enhanced preprocedural readiness program within an outpatient procedural department. The initiative integrates standardized nurse-led readiness checklists, AI-supported clinical decision support embedded in the electronic health record, structured nurse-led outreach, and standardized patient and staff education to proactively identify and address preventable barriers to procedural readiness. Internal organizational data identified a sustained same-day cancellation rate of approximately 22%, with most cancellations attributable to modifiable clinical, logistical, and social determinants of health–related factors. Guided by evidence from nurse-led preprocedural readiness models and a logic model framework, the project emphasizes systems-level leadership, interdisciplinary collaboration, informatics integration, and financial stewardship. Anticipated outcomes include a reduction in preventable same-day cancellations, improved patient preparedness and safety, enhanced workflow reliability, and positive return on investment. This nurse-led, AI-enhanced model exemplifies nursing’s critical role in advancing quality, equity, and accountability through executive-level systems improvement.

Included in

Nursing Commons

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