Statistical Profile — HODGEMAN COUNTY HEALTH CENTER
CCN 171369 | HODGEMAN, KS | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$9.7M
Net Revenue
-13.9%
Op Margin
71.0%
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.
- Medicaid Day %: +2.3σ above 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 | 25 | 63 | 25 | -0.59σ | P16 | P42 |
| Net Patient Revenue | $9.7M | $59.7M | $19.2M | -0.45σ | P8 ▼ | P22 |
| Operating Expenses | $11.0M | $62.7M | $22.5M | -0.44σ | P7 ▼ | P18 |
| Net Income | $-1.3M | $-2.1M | $-3.0M | +0.08σ | P54 | P71 |
| Gross Patient Revenue | $10.9M | $186.6M | $37.4M | -0.46σ | P4 ▼ | P20 |
| Total Patient Days | 6,481 | 12,073 | 2,916 | -0.49σ | P39 | P75 |
| Medicare Day % | 11.1% | 30.9% | 52.4% | -1.15σ | P12 | P5 ▼ |
| Medicaid Day % | 38.6% | 5.1% | 2.4% | +2.30σ | P96 ▲ | P97 ▲ |
| Operating Margin | -13.9% | -4.8% | -17.7% | -0.37σ | P29 | P60 |
| Revenue per Bed | 387,566 | $1.2M | 823,887 | -0.57σ | P16 | P19 |
| Occupancy Rate | 71.0% | 53.7% | 32.6% | +0.76σ | P73 | P89 |
| Commercial Payer % | 50.3% | 61.2% | 39.6% | -0.43σ | P31 | P63 |
| Net-to-Gross Ratio | 89.3% | 33.3% | 54.2% | +2.43σ | P97 ▲ | P85 |
| Expense per Bed | 441,318 | $1.2M | 988,935 | -0.47σ | P18 | P18 |
| Revenue per Patient Day | 1,495 | 7,054 | 8,637 | -0.07σ | P10 ▼ | P9 ▼ |
| Payer Diversity Index | 0.586 | 0.473 | 0.426 | +1.04σ | P90 ▲ | P91 ▲ |
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% | $9.7M | $33.7M | -0.09σ |
| Operating Margin | 2.1% | -0.1387 | -0.1054 | -0.18σ |
| Occupancy Rate | 44.3% | 0.7102 | 0.6018 | +0.59σ |
| Revenue Per Bed | 2.6% | 387,566 | $1.5M | -0.59σ |
| Net To Gross Ratio | 22.4% | 0.8929 | 0.4562 | +2.52σ |