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ARTOMETRICS

ARTOMETRICS

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  • READMITTED: How America's Hospitals Are Failing the 30-Day Standard

    READMITTED: How America's Hospitals Are Failing the 30-Day Standard
    Apr 23 2026

    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.
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    20 min
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