Statistical Profile — STANTON COUNTY HOSPITAL
CCN 171343 | STANTON, KS | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
16
Beds
$8.2M
Net Revenue
-40.3%
Op Margin
11.9%
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.
- Medicare Day %: +2.6σ above national mean
- Commercial Payer %: -2.2σ 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 KS (n=152) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | KS Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 16 | 63 | 25 | -0.64σ | P6 ▼ | P14 |
| Net Patient Revenue | $8.2M | $59.7M | $19.2M | -0.45σ | P6 ▼ | P18 |
| Operating Expenses | $11.5M | $62.7M | $22.5M | -0.44σ | P8 ▼ | P21 |
| Net Income | $-3.3M | $-2.1M | $-3.0M | +0.06σ | P44 | P47 |
| Gross Patient Revenue | $7.9M | $186.6M | $37.4M | -0.46σ | P2 ▼ | P15 |
| Total Patient Days | 693 | 12,073 | 2,916 | -0.60σ | P4 ▼ | P6 ▼ |
| Medicare Day % | 86.4% | 30.9% | 52.4% | +2.63σ | P99 ▲ | P95 ▲ |
| Operating Margin | -40.3% | -4.8% | -17.7% | -1.68σ | P8 ▼ | P14 |
| Revenue per Bed | 510,525 | $1.2M | 823,887 | -0.50σ | P23 | P31 |
| Occupancy Rate | 11.9% | 53.7% | 32.6% | -1.57σ | P6 ▼ | P9 ▼ |
| Commercial Payer % | 13.6% | 61.2% | 39.6% | -2.22σ | P2 ▼ | P6 ▼ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 54.2% | +2.94σ | P98 ▲ | P89 |
| Expense per Bed | 716,258 | $1.2M | 988,935 | -0.35σ | P30 | P34 |
| Revenue per Patient Day | 11,787 | 7,054 | 8,637 | -0.03σ | P73 | P72 |
| Payer Diversity Index | 0.234 | 0.473 | 0.426 | -1.41σ | P11 | P10 ▼ |
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% | $8.2M | nan | +nanσ |
| Operating Margin | 2.1% | -0.4030 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.1187 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 510,525 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 1.0000 | nan | +nanσ |