I created this Tableau dashboard to analyze hospital performance, patient outcomes, and resource utilization. It explores how cost, complication risk, trauma level, and ownership type interact across regions to uncover efficiency gaps and opportunities for improvement. The visualizations and interactive controls were designed to support executive decision-making through clear, data-driven storytelling.
(Summary of dashboard insights below visualization)
Dashboard Key Insights
The dashboard uncovers clear relationships between hospital performance, patient outcomes, and operational costs. Hospitals with higher trauma levels and emergency admissions tend to have significantly greater additional charges, suggesting that patient severity and resource intensity drive cost variability. Non-profit and government-owned hospitals show stronger preventive care metrics, such as higher average Vitamin D levels, while proprietary hospitals often display greater cost inefficiencies.
Geographic visualizations highlight regions with elevated complication risks and longer hospital stays, signaling the need for targeted resource allocation and improved clinical training. The data also reveals that hospitals with high readmission rates—averaging 36.69%—struggle with post-discharge follow-up and patient education, underscoring opportunities for better transitional care programs.
Overall, the dashboard provides executives with a clear, data-backed narrative: improving care quality and preventive health initiatives can reduce readmission rates, optimize resource use, and lower overall costs. By combining financial, operational, and clinical insights, this dashboard supports informed decision-making across all levels of hospital management.