Working with clinical and executive leadership, the project focused on improving clinical quality performance by addressing elevated readmission rates, preventive care gaps, and opportunities within high-risk patient populations. Key objectives, stakeholders, success measures, and quality KPIs were established to align the analysis with organizational goals and value-based care initiatives.

Clinical quality, utilization, and population health datasets were developed and validated using Microsoft SQL Server. Interactive Power BI dashboards were created to monitor quality measures, readmission rates, preventive screening performance, care gap closure, and high-risk patient populations, providing leadership with a centralized view of performance.

Dashboard analysis identified trends, performance gaps, and opportunities for improvement across multiple quality measures. High-risk patient populations, lower preventive screening rates, and elevated readmission rates were evaluated to understand contributing factors and prioritize improvement initiatives focused on care coordination, preventive outreach, and chronic disease management.

Based on the findings, strategic recommendations were developed to improve quality performance through targeted patient outreach, standardized preventive screening workflows, multidisciplinary care management, and ongoing executive performance monitoring. An implementation roadmap and KPI monitoring plan were established to support continuous improvement.