Statistical Profile — RICHMOND STATE HOSPITAL
CCN 154018 | WAYNE, IN | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
213
Beds
$3.2M
Net Revenue
-50.0%
Op Margin
71.3%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Margin: -2.2σ below national mean
- Payer Diversity Index: -2.0σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and IN (n=171) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | IN Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 213 | 63 | 47 | +0.44σ | P81 | P89 |
| Net Patient Revenue | $3.2M | $59.7M | $51.3M | -0.46σ | P1 ▼ | P1 ▼ |
| Operating Expenses | $39.7M | $62.7M | $56.3M | -0.38σ | P39 | P38 |
| Net Income | $-36.5M | $-2.1M | -941,988 | -0.17σ | P13 | P5 ▼ |
| Gross Patient Revenue | $113.1M | $186.6M | $185.0M | -0.41σ | P41 | P40 |
| Total Patient Days | 55,430 | 12,073 | 9,640 | +0.46σ | P82 | P88 |
| Medicare Day % | 0.0% | 30.9% | 31.0% | -1.70σ | P0 ▼ | P0 ▼ |
| Medicaid Day % | 8.2% | 5.1% | 3.9% | -0.10σ | P66 | P83 |
| Operating Margin | -50.0% | -4.8% | -1.1% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 15,000 | $1.2M | $1.6M | -0.76σ | P0 ▼ | P0 ▼ |
| Occupancy Rate | 71.3% | 53.7% | 49.6% | +0.77σ | P74 | P81 |
| Commercial Payer % | 91.8% | 61.2% | 64.8% | +1.59σ | P94 ▲ | P98 ▲ |
| Net-to-Gross Ratio | 2.8% | 33.3% | 30.3% | -1.70σ | P0 ▼ | P0 ▼ |
| Expense per Bed | 186,195 | $1.2M | $1.6M | -0.57σ | P3 ▼ | P2 ▼ |
| Revenue per Patient Day | 57.6405 | 7,054 | 8,843 | -0.08σ | P0 ▼ | P0 ▼ |
| Payer Diversity Index | 0.151 | 0.473 | 0.473 | -2.00σ | P7 ▼ | P2 ▼ |
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% | $3.2M | $350.1M | -1.36σ |
| Operating Margin | 2.1% | -0.5000 | -0.0618 | -2.31σ |
| Occupancy Rate | 44.3% | 0.7130 | 0.6292 | +0.46σ |
| Revenue Per Bed | 2.6% | 15,000 | $1.6M | -0.84σ |
| Net To Gross Ratio | 22.4% | 0.0283 | 0.3088 | -1.62σ |