READMITTED: How America's Hospitals Are Failing the 30-Day Standard
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READMITTED: How America's Hospitals Are Failing the 30-Day Standard
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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/readmitted
Code on GitHub: github.com/Artometrics/readmitted
Follow Artometrics:
Instagram: @artometrics
LinkedIn: linkedin.com/company/artometrics
Timestamps:
0:00 — Introduction
0:46 — What is HRRP?
1:49 — Fast Facts
7:22 — Chart 1: Geography of Failure (Penalty Rate by State)
9:01 — Chart 2: ERR by Condition
10:58 — Chart 3: Penalty Tier by Ownership Type
13:00 — Limitations
14:30 — Conclusion
16:10 — Tableau Dashboard Walkthrough
EDITOR'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.