Statistical Profile — JANE TODD CRAWFORD HOSPITAL
CCN 181325 | GREEN, KY | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$36.1M
Net Revenue
20.0%
Op Margin
75.6%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicaid Day %: +5.3σ above national mean
- Commercial Payer %: -2.6σ below national mean
- Net-to-Gross Ratio: +2.9σ 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 | 25 | 63 | 54 | -0.59σ | P16 | P4 ▼ |
| Net Patient Revenue | $36.1M | $59.7M | $43.0M | -0.39σ | P38 | P42 |
| Operating Expenses | $28.9M | $62.7M | $44.4M | -0.41σ | P31 | P38 |
| Net Income | $7.2M | $-2.1M | -237,600 | +0.14σ | P83 | P80 |
| Gross Patient Revenue | $36.1M | $186.6M | $156.3M | -0.45σ | P18 | P7 ▼ |
| Total Patient Days | 6,898 | 12,073 | 7,571 | -0.48σ | P40 | P47 |
| Medicare Day % | 16.8% | 30.9% | 29.4% | -0.86σ | P18 | P15 |
| Medicaid Day % | 77.1% | 5.1% | 1.7% | +5.34σ | P100 ▲ | P99 ▲ |
| Operating Margin | 20.0% | -4.8% | -0.6% | +1.32σ | P93 ▲ | P91 ▲ |
| Revenue per Bed | $1.4M | $1.2M | $1.0M | -0.02σ | P60 | P65 |
| Occupancy Rate | 75.6% | 53.7% | 50.4% | +0.94σ | P80 | P88 |
| Commercial Payer % | 6.1% | 61.2% | 67.8% | -2.58σ | P1 ▼ | P1 ▼ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 30.6% | +2.94σ | P98 ▲ | P98 ▲ |
| Expense per Bed | $1.2M | $1.2M | $1.1M | -0.17σ | P47 | P57 |
| Revenue per Patient Day | 5,237 | 7,054 | 6,717 | -0.06σ | P34 | P27 |
| Payer Diversity Index | 0.374 | 0.473 | 0.450 | -0.44σ | P22 | P23 |
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% | $36.1M | $58.8M | -0.09σ |
| Operating Margin | 2.1% | 0.2005 | -0.1835 | +2.02σ |
| Occupancy Rate | 44.3% | 0.7559 | 0.5598 | +1.07σ |
| Revenue Per Bed | 2.6% | $1.4M | $1.3M | +0.10σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.6498 | +2.02σ |