ARTOMETRICS

This episode walks through the FY2024 HRRP dataset: 11,720 hospital-condition pairs across roughly 2,700 hospitals and 6 conditions — AMI, heart failure, pneumonia, COPD, hip & knee replacement, and CABG. Three charts. Three questions: which states are failing, which conditions drive the most penalties, and does ownership type predict exposure?Full report + Tableau dashboard: artometrics.com/readmittedCode on GitHub: github.com/Artometrics/readmittedFollow Artometrics:Instagram: @artometricsLinkedIn: linkedin.com/company/artometricsTimestamps:0:00 — Introduction0:46 — What is HRRP?1:49 — Fast Facts7:22 — Chart 1: Geography of Failure (Penalty Rate by State)9:01 — Chart 2: ERR by Condition10:58 — Chart 3: Penalty Tier by Ownership Type13:00 — Limitations14:30 — Conclusion16:10 — Tableau Dashboard WalkthroughEDITOR'S NOTE:This report was researched, written, and produced in active collaboration with Claude AI (Anthropic). The data pipeline, chart design, written analysis, and narrative structure were developed through a directed partnership between human editorial judgment and AI execution.