Statistical Profile — LANE COUNTY HOSPITAL
CCN 171303 | LANE, KS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$6.8M
Net Revenue
-17.7%
Op Margin
71.2%
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.
- Net-to-Gross Ratio: +2.9σ above national mean
- Payer Diversity Index: -2.5σ below 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 | 25 | 63 | 25 | -0.59σ | P16 | P42 |
| Net Patient Revenue | $6.8M | $59.7M | $19.2M | -0.46σ | P4 ▼ | P11 |
| Operating Expenses | $8.0M | $62.7M | $22.5M | -0.45σ | P4 ▼ | P9 ▼ |
| Net Income | $-1.2M | $-2.1M | $-3.0M | +0.08σ | P55 | P72 |
| Gross Patient Revenue | $5.0M | $186.6M | $37.4M | -0.46σ | P1 ▼ | P5 ▼ |
| Total Patient Days | 6,499 | 12,073 | 2,916 | -0.49σ | P39 | P76 |
| Medicare Day % | 4.0% | 30.9% | 52.4% | -1.50σ | P5 ▼ | P1 ▼ |
| Operating Margin | -17.7% | -4.8% | -17.7% | -0.56σ | P23 | P50 |
| Revenue per Bed | 272,692 | $1.2M | 823,887 | -0.63σ | P9 ▼ | P9 ▼ |
| Occupancy Rate | 71.2% | 53.7% | 32.6% | +0.76σ | P74 | P90 ▲ |
| Commercial Payer % | 96.0% | 61.2% | 39.6% | +1.79σ | P96 ▲ | P99 ▲ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 54.2% | +2.94σ | P98 ▲ | P89 |
| Expense per Bed | 320,847 | $1.2M | 988,935 | -0.52σ | P11 | P8 ▼ |
| Revenue per Patient Day | 1,049 | 7,054 | 8,637 | -0.07σ | P6 ▼ | P5 ▼ |
| Payer Diversity Index | 0.078 | 0.473 | 0.426 | -2.51σ | P4 ▼ | P1 ▼ |
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% | $6.8M | nan | +nanσ |
| Operating Margin | 2.1% | -0.1766 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.7122 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 272,692 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 1.0000 | nan | +nanσ |