Statistical Profile — KIMBALL COUNTY HOSPITAL
CCN 281305 | KIMBALL, NE | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
15
Beds
$19.5M
Net Revenue
-6.9%
Op Margin
22.2%
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.
- Medicare Day %: +2.4σ above national mean
- Commercial Payer %: -2.1σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and NE (n=98) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | NE Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 15 | 63 | 23 | -0.65σ | P5 ▼ | P11 |
| Net Patient Revenue | $19.5M | $59.7M | $30.3M | -0.43σ | P21 | P31 |
| Operating Expenses | $20.9M | $62.7M | $31.1M | -0.42σ | P21 | P30 |
| Net Income | $-1.3M | $-2.1M | $-1.3M | +0.08σ | P54 | P48 |
| Gross Patient Revenue | $33.9M | $186.6M | $46.5M | -0.45σ | P16 | P34 |
| Total Patient Days | 1,215 | 12,073 | 1,684 | -0.59σ | P10 ▼ | P40 |
| Medicare Day % | 82.1% | 30.9% | 59.9% | +2.41σ | P98 ▲ | P89 |
| Medicaid Day % | 2.8% | 5.1% | 3.5% | -0.53σ | P34 | P41 |
| Operating Margin | -6.9% | -4.8% | -6.3% | -0.02σ | P44 | P49 |
| Revenue per Bed | $1.3M | $1.2M | $1.4M | -0.09σ | P54 | P45 |
| Occupancy Rate | 22.2% | 53.7% | 22.8% | -1.17σ | P16 | P47 |
| Commercial Payer % | 15.1% | 61.2% | 35.0% | -2.14σ | P2 ▼ | P8 ▼ |
| Net-to-Gross Ratio | 57.7% | 33.3% | 66.0% | +0.92σ | P82 | P37 |
| Expense per Bed | $1.4M | $1.2M | $1.4M | -0.07σ | P56 | P46 |
| Revenue per Patient Day | 16,072 | 7,054 | 16,039 | -0.01σ | P83 | P50 |
| Payer Diversity Index | 0.303 | 0.473 | 0.459 | -0.93σ | P14 | P12 |
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% | $19.5M | $19.5M | +0.00σ |
| Operating Margin | 2.1% | -0.0686 | -0.0882 | +0.10σ |
| Occupancy Rate | 44.3% | 0.2219 | 0.2650 | -0.24σ |
| Revenue Per Bed | 2.6% | $1.3M | $1.4M | -0.07σ |
| Net To Gross Ratio | 22.4% | 0.5768 | 0.5780 | -0.01σ |