Statistical Profile — LARNED STATE HOSPITAL
CCN 174006 | PAWNEE, KS | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
99
Beds
$15.0M
Net Revenue
-50.0%
Op Margin
48.3%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
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
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 | 99 | 63 | 25 | -0.19σ | P60 | P90 ▲ |
| Net Patient Revenue | $15.0M | $59.7M | $19.2M | -0.44σ | P15 | P39 |
| Operating Expenses | $108.7M | $62.7M | $22.5M | -0.24σ | P61 | P89 |
| Net Income | $-93.7M | $-2.1M | $-3.0M | -0.56σ | P5 ▼ | P1 ▼ |
| Gross Patient Revenue | $89.0M | $186.6M | $37.4M | -0.42σ | P37 | P68 |
| Total Patient Days | 17,456 | 12,073 | 2,916 | -0.27σ | P58 | P88 |
| Medicare Day % | 11.8% | 30.9% | 52.4% | -1.11σ | P13 | P6 ▼ |
| Medicaid Day % | 13.1% | 5.1% | 2.4% | +0.29σ | P79 | P84 |
| Operating Margin | -50.0% | -4.8% | -17.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 151,609 | $1.2M | 823,887 | -0.69σ | P3 ▼ | P3 ▼ |
| Occupancy Rate | 48.3% | 53.7% | 32.6% | -0.14σ | P43 | P74 |
| Commercial Payer % | 75.1% | 61.2% | 39.6% | +0.78σ | P80 | P89 |
| Net-to-Gross Ratio | 16.9% | 33.3% | 54.2% | -1.03σ | P12 | P5 ▼ |
| Expense per Bed | $1.1M | $1.2M | 988,935 | -0.20σ | P44 | P56 |
| Revenue per Patient Day | 859.8370 | 7,054 | 8,637 | -0.07σ | P4 ▼ | P1 ▼ |
| Payer Diversity Index | 0.405 | 0.473 | 0.426 | -0.22σ | P28 | 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% | $15.0M | $88.1M | -0.29σ |
| Operating Margin | 2.1% | -0.5000 | -0.0614 | -2.31σ |
| Occupancy Rate | 44.3% | 0.4831 | 0.5494 | -0.36σ |
| Revenue Per Bed | 2.6% | 151,609 | $1.5M | -0.70σ |
| Net To Gross Ratio | 22.4% | 0.1686 | 0.3153 | -0.85σ |