Statistical Profile — EASTERN STATE HOSPITAL
CCN 184004 | FAYETTE, KY | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
195
Beds
$52.4M
Net Revenue
-21.8%
Op Margin
69.4%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Net-to-Gross Ratio: +2.2σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and KY (n=114) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | KY Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 195 | 63 | 54 | +0.34σ | P79 | P86 |
| Net Patient Revenue | $52.4M | $59.7M | $43.0M | -0.36σ | P47 | P54 |
| Operating Expenses | $63.9M | $62.7M | $44.4M | -0.34σ | P50 | P56 |
| Net Income | $-11.4M | $-2.1M | -237,600 | +0.01σ | P26 | P19 |
| Gross Patient Revenue | $61.4M | $186.6M | $156.3M | -0.43σ | P29 | P27 |
| Total Patient Days | 49,417 | 12,073 | 7,571 | +0.35σ | P80 | P87 |
| Medicare Day % | 6.9% | 30.9% | 29.4% | -1.36σ | P8 ▼ | P7 ▼ |
| Medicaid Day % | 2.0% | 5.1% | 1.7% | -0.59σ | P26 | P57 |
| Operating Margin | -21.8% | -4.8% | -0.6% | -0.76σ | P19 | P12 |
| Revenue per Bed | 268,775 | $1.2M | $1.0M | -0.63σ | P9 ▼ | P4 ▼ |
| Occupancy Rate | 69.4% | 53.7% | 50.4% | +0.69σ | P71 | P81 |
| Commercial Payer % | 91.1% | 61.2% | 67.8% | +1.56σ | P93 ▲ | P90 ▲ |
| Net-to-Gross Ratio | 85.3% | 33.3% | 30.6% | +2.24σ | P96 ▲ | P96 ▲ |
| Expense per Bed | 327,440 | $1.2M | $1.1M | -0.51σ | P11 | P10 ▼ |
| Revenue per Patient Day | 1,061 | 7,054 | 6,717 | -0.07σ | P6 ▼ | P2 ▼ |
| Payer Diversity Index | 0.165 | 0.473 | 0.450 | -1.90σ | P8 ▼ | P9 ▼ |
Multi-Variable Regression Residuals
For each key metric, the national regression model predicts a value. The residual shows how much this hospital over/under-performs after controlling for all other variables.
| Target | Model R² | Actual | Predicted | Residual |
|---|---|---|---|---|
| Net Patient Revenue | 74.0% | $52.4M | $326.4M | -1.07σ |
| Operating Margin | 2.1% | -0.2183 | -0.0473 | -0.90σ |
| Occupancy Rate | 44.3% | 0.6943 | 0.6159 | +0.43σ |
| Revenue Per Bed | 2.6% | 268,775 | $1.7M | -0.72σ |
| Net To Gross Ratio | 22.4% | 0.8533 | 0.2855 | +3.28σ |