Statistical Profile — OSBORNE COUNTY MEMORIAL HOSPITAL
CCN 171364 | OSBORNE, KS | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
16
Beds
$7.7M
Net Revenue
-30.1%
Op Margin
16.6%
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.
- Medicare Day %: +2.6σ above national mean
- Commercial Payer %: -2.2σ below national mean
- Net-to-Gross Ratio: +2.4σ 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 | $7.7M | $59.7M | $19.2M | -0.45σ | P5 ▼ | P15 |
| Operating Expenses | $10.0M | $62.7M | $22.5M | -0.45σ | P6 ▼ | P15 |
| Net Income | $-2.3M | $-2.1M | $-3.0M | +0.07σ | P48 | P60 |
| Gross Patient Revenue | $8.7M | $186.6M | $37.4M | -0.46σ | P3 ▼ | P17 |
| Total Patient Days | 970 | 12,073 | 2,916 | -0.59σ | P7 ▼ | P14 |
| Medicare Day % | 85.4% | 30.9% | 52.4% | +2.57σ | P99 ▲ | P94 ▲ |
| Medicaid Day % | 0.6% | 5.1% | 2.4% | -0.70σ | P10 ▼ | P29 |
| Operating Margin | -30.1% | -4.8% | -17.7% | -1.17σ | P12 | P26 |
| Revenue per Bed | 480,986 | $1.2M | 823,887 | -0.52σ | P21 | P26 |
| Occupancy Rate | 16.6% | 53.7% | 32.6% | -1.39σ | P10 | P18 |
| Commercial Payer % | 14.0% | 61.2% | 39.6% | -2.20σ | P2 ▼ | P7 ▼ |
| Net-to-Gross Ratio | 88.6% | 33.3% | 54.2% | +2.39σ | P97 ▲ | P84 |
| Expense per Bed | 625,534 | $1.2M | 988,935 | -0.39σ | P27 | P27 |
| Revenue per Patient Day | 7,934 | 7,054 | 8,637 | -0.05σ | P55 | P44 |
| Payer Diversity Index | 0.252 | 0.473 | 0.426 | -1.29σ | P11 | P11 |
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% | $7.7M | $17.0M | -0.04σ |
| Operating Margin | 2.1% | -0.3005 | -0.0869 | -1.12σ |
| Occupancy Rate | 44.3% | 0.1661 | 0.2454 | -0.43σ |
| Revenue Per Bed | 2.6% | 480,986 | $1.4M | -0.49σ |
| Net To Gross Ratio | 22.4% | 0.8855 | 0.5811 | +1.76σ |