Statistical Profile — CASEY COUNTY HOSPITAL
CCN 181309 | CASEY, KY | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
24
Beds
$37.7M
Net Revenue
26.8%
Op Margin
86.4%
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 %: +4.9σ 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 | 24 | 63 | 54 | -0.60σ | P14 | P4 ▼ |
| Net Patient Revenue | $37.7M | $59.7M | $43.0M | -0.39σ | P40 | P45 |
| Operating Expenses | $27.6M | $62.7M | $44.4M | -0.41σ | P29 | P34 |
| Net Income | $10.1M | $-2.1M | -237,600 | +0.16σ | P85 | P84 |
| Gross Patient Revenue | $32.7M | $186.6M | $156.3M | -0.45σ | P16 | P4 ▼ |
| Total Patient Days | 7,571 | 12,073 | 7,571 | -0.47σ | P42 | P50 |
| Medicare Day % | 23.3% | 30.9% | 29.4% | -0.54σ | P31 | P24 |
| Medicaid Day % | 71.8% | 5.1% | 1.7% | +4.92σ | P99 ▲ | P98 ▲ |
| Operating Margin | 26.8% | -4.8% | -0.6% | +1.66σ | P96 ▲ | P95 ▲ |
| Revenue per Bed | $1.6M | $1.2M | $1.0M | +0.05σ | P65 | P78 |
| Occupancy Rate | 86.4% | 53.7% | 50.4% | +1.36σ | P93 ▲ | P95 ▲ |
| Commercial Payer % | 5.0% | 61.2% | 67.8% | -2.64σ | P0 ▼ | P0 ▼ |
| 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 | P56 |
| Revenue per Patient Day | 4,985 | 7,054 | 6,717 | -0.06σ | P32 | P26 |
| Payer Diversity Index | 0.428 | 0.473 | 0.450 | -0.06σ | P34 | P44 |
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% | $37.7M | $67.6M | -0.12σ |
| Operating Margin | 2.1% | 0.2683 | -0.1763 | +2.34σ |
| Occupancy Rate | 44.3% | 0.8643 | 0.5432 | +1.76σ |
| Revenue Per Bed | 2.6% | $1.6M | $1.3M | +0.14σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.6515 | +2.01σ |