Statistical Profile — GRAHAM COUNTY HOSPITAL
CCN 171325 | GRAHAM, KS | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
15
Beds
$8.1M
Net Revenue
-29.9%
Op Margin
26.2%
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 %: +2.4σ above national mean
- Commercial Payer %: -2.0σ 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 | 15 | 63 | 25 | -0.65σ | P5 ▼ | P9 ▼ |
| Net Patient Revenue | $8.1M | $59.7M | $19.2M | -0.45σ | P6 ▼ | P17 |
| Operating Expenses | $10.5M | $62.7M | $22.5M | -0.44σ | P6 ▼ | P16 |
| Net Income | $-2.4M | $-2.1M | $-3.0M | +0.07σ | P48 | P56 |
| Gross Patient Revenue | $9.1M | $186.6M | $37.4M | -0.46σ | P3 ▼ | P17 |
| Total Patient Days | 1,432 | 12,073 | 2,916 | -0.58σ | P12 | P28 |
| Medicare Day % | 82.6% | 30.9% | 52.4% | +2.44σ | P98 ▲ | P90 ▲ |
| Medicaid Day % | 0.1% | 5.1% | 2.4% | -0.74σ | P2 ▼ | P5 ▼ |
| Operating Margin | -29.9% | -4.8% | -17.7% | -1.17σ | P13 | P26 |
| Revenue per Bed | 538,799 | $1.2M | 823,887 | -0.49σ | P24 | P32 |
| Occupancy Rate | 26.2% | 53.7% | 32.6% | -1.01σ | P20 | P39 |
| Commercial Payer % | 17.2% | 61.2% | 39.6% | -2.04σ | P3 ▼ | P11 |
| Net-to-Gross Ratio | 88.6% | 33.3% | 54.2% | +2.39σ | P97 ▲ | P85 |
| Expense per Bed | 699,940 | $1.2M | 988,935 | -0.36σ | P30 | P31 |
| Revenue per Patient Day | 5,644 | 7,054 | 8,637 | -0.05σ | P38 | P28 |
| Payer Diversity Index | 0.288 | 0.473 | 0.426 | -1.04σ | P13 | P16 |
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% | $8.1M | $20.8M | -0.05σ |
| Operating Margin | 2.1% | -0.2991 | -0.0829 | -1.14σ |
| Occupancy Rate | 44.3% | 0.2616 | 0.2668 | -0.03σ |
| Revenue Per Bed | 2.6% | 538,799 | $1.5M | -0.48σ |
| Net To Gross Ratio | 22.4% | 0.8860 | 0.5677 | +1.84σ |