Patient Outcomes & Hospital Performance

AlphaStatLab · Hospital Benchmarking · Readmission Rates · HCAHPS · Healthcare-Associated Infections · 2023

6
Hospitals
15
DRG Records
65
Metrics / Record
5
US Regions
Avg 30-Day Readmission
13.6%
Across all hospitals & DRGs
↑ Above national benchmark
Avg Length of Stay
7.4 d
Expected 6.9d · LOS Index 1.10
↑ +7.2% over expected
Pooled Mortality Rate
5.8%
SMR range 0.00–1.14
✓ Near expected levels
Avg Patient Satisfaction
82.1
HCAHPS composite (0–100)
↔ Moderate variation
Sepsis Bundle Compliance
91.4%
Best: Univ. Academic 98.2%
✓ Above 90% threshold
Bed Occupancy
81.8%
Range 77.4%–91.2%
↑ High at academic centers
30-Day Readmission by Department
Monitored
HCAHPS Domain Scores
5 Hospitals
Avg Cost vs Revenue per DRG
Financial
Hospital Benchmarking Table
6 Facilities · 2023
HospitalType/StateBeds Readmit %Avg LOSSMR SatisfactionCLABSI/1KSepsis ComplianceBed Occ %
Metro GeneralNon-profit · NY Teaching, Acute824 11.7%
7.4d 1.04–1.15 84.20.23 91.3%84.2%
Riverside CommunityNon-profit · OH Critical Access189 19.4%
8.1d 1.09–1.10 77.80.45 88.3%79.4%
Pacific Coast MedicalFor-profit · CA Teaching, Acute612 5.6%
5.6d 0.00–1.10 89.30.04 95.8%88.4%
Southern RegionalNon-profit · TX Acute Care489 20.2%
7.5d 1.06–1.11 80.30.23 92.3%82.4%
University AcademicNon-profit · MA Academic Medical1,124 7.8%
14.9d 1.10–1.16 87.80.15 97.8%91.2%
Desert ValleyFor-profit · AZ Acute Care312 13.1%
6.1d 1.07–1.13 74.80.13 86.8%77.4%
Payer Mix by Hospital
Revenue
Metro General (NY)
Medicare 56%
Medicaid 18%
Comm. 22%
Self 3%
Pacific Coast Medical (CA)
Medicare 32%
Medicaid 16%
Commercial 45%
Self 7%
Southern Regional (TX)
Medicare 50%
Medicaid 27%
Comm. 19%
Self 4%
University Academic (MA)
Medicare 30%
Medicaid 13%
Commercial 51%
Self 6%
HAI Rates per 1,000
⚠ Data Disclaimer: All hospital performance data, readmission rates, mortality statistics, HCAHPS scores, HAI rates, financial metrics, and patient satisfaction scores presented in this dashboard are entirely synthetic and randomly generated for portfolio demonstration by AlphaStatLab. No real hospital, patient, or healthcare organization is represented. This dashboard illustrates AlphaStatLab's capability in hospital benchmarking analytics and healthcare data visualization.

Methods: SMR calculated as observed/expected mortality ratio from synthetic DRG-level data. HCAHPS domain scores are synthetic composites on a 0–100 scale. Payer mix derived from synthetic billing distribution. HAI rates per 1,000 patient-days from synthetic infection surveillance data. Chart.js v4.4.1 for all visualizations. Built for alphastatlab.org.