Statistical Profile — JOHNSON COUNTY HOSPITAL
CCN 281350 | JOHNSON, NE | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
18
Beds
$18.2M
Net Revenue
-7.1%
Op Margin
9.4%
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 %: +2.8σ above national mean
- Commercial Payer %: -2.4σ 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 | 18 | 63 | 23 | -0.63σ | P9 ▼ | P28 |
| Net Patient Revenue | $18.2M | $59.7M | $30.3M | -0.43σ | P20 | P24 |
| Operating Expenses | $19.5M | $62.7M | $31.1M | -0.43σ | P19 | P27 |
| Net Income | $-1.3M | $-2.1M | $-1.3M | +0.08σ | P55 | P52 |
| Gross Patient Revenue | $23.3M | $186.6M | $46.5M | -0.45σ | P11 | P21 |
| Total Patient Days | 615 | 12,073 | 1,684 | -0.60σ | P3 ▼ | P13 |
| Medicare Day % | 90.1% | 30.9% | 59.9% | +2.81σ | P99 ▲ | P97 ▲ |
| Medicaid Day % | 0.2% | 5.1% | 3.5% | -0.73σ | P3 ▼ | P3 ▼ |
| Operating Margin | -7.1% | -4.8% | -6.3% | -0.03σ | P44 | P48 |
| Revenue per Bed | $1.0M | $1.2M | $1.4M | -0.24σ | P43 | P29 |
| Occupancy Rate | 9.4% | 53.7% | 22.8% | -1.67σ | P4 ▼ | P12 |
| Commercial Payer % | 9.8% | 61.2% | 35.0% | -2.40σ | P1 ▼ | P2 ▼ |
| Net-to-Gross Ratio | 77.9% | 33.3% | 66.0% | +1.88σ | P94 ▲ | P81 |
| Expense per Bed | $1.1M | $1.2M | $1.4M | -0.20σ | P44 | P28 |
| Revenue per Patient Day | 29,548 | 7,054 | 16,039 | +0.04σ | P94 ▲ | P85 |
| Payer Diversity Index | 0.179 | 0.473 | 0.459 | -1.80σ | P8 ▼ | P2 ▼ |
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% | $18.2M | $14.6M | +0.01σ |
| Operating Margin | 2.1% | -0.0709 | -0.0905 | +0.10σ |
| Occupancy Rate | 44.3% | 0.0936 | 0.2144 | -0.66σ |
| Revenue Per Bed | 2.6% | $1.0M | $1.4M | -0.20σ |
| Net To Gross Ratio | 22.4% | 0.7786 | 0.5974 | +1.05σ |