Statistical Profile — VALLEY COUNTY HEALTH SYSTEM
CCN 281353 | VALLEY, NE | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
16
Beds
$26.0M
Net Revenue
1.7%
Op Margin
14.4%
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 %: +2.9σ above national mean
- Commercial Payer %: -2.5σ below national mean
- Payer Diversity Index: -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 | 16 | 63 | 23 | -0.64σ | P6 ▼ | P18 |
| Net Patient Revenue | $26.0M | $59.7M | $30.3M | -0.42σ | P29 | P41 |
| Operating Expenses | $25.5M | $62.7M | $31.1M | -0.41σ | P27 | P36 |
| Net Income | 445,367 | $-2.1M | $-1.3M | +0.09σ | P66 | P76 |
| Gross Patient Revenue | $37.3M | $186.6M | $46.5M | -0.45σ | P18 | P40 |
| Total Patient Days | 841 | 12,073 | 1,684 | -0.60σ | P6 ▼ | P22 |
| Medicare Day % | 92.4% | 30.9% | 59.9% | +2.93σ | P100 ▲ | P99 ▲ |
| Medicaid Day % | 0.2% | 5.1% | 3.5% | -0.73σ | P4 ▼ | P6 ▼ |
| Operating Margin | 1.7% | -4.8% | -6.3% | +0.41σ | P66 | P78 |
| Revenue per Bed | $1.6M | $1.2M | $1.4M | +0.07σ | P67 | P57 |
| Occupancy Rate | 14.4% | 53.7% | 22.8% | -1.47σ | P8 ▼ | P22 |
| Commercial Payer % | 7.4% | 61.2% | 35.0% | -2.52σ | P1 ▼ | P0 ▼ |
| Net-to-Gross Ratio | 69.6% | 33.3% | 66.0% | +1.49σ | P91 ▲ | P54 |
| Expense per Bed | $1.6M | $1.2M | $1.4M | +0.01σ | P63 | P57 |
| Revenue per Patient Day | 30,875 | 7,054 | 16,039 | +0.04σ | P95 ▲ | P88 |
| Payer Diversity Index | 0.141 | 0.473 | 0.459 | -2.07σ | P6 ▼ | P1 ▼ |
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% | $26.0M | $19.7M | +0.02σ |
| Operating Margin | 2.1% | 0.0172 | -0.0917 | +0.57σ |
| Occupancy Rate | 44.3% | 0.1440 | 0.2105 | -0.36σ |
| Revenue Per Bed | 2.6% | $1.6M | $1.4M | +0.12σ |
| Net To Gross Ratio | 22.4% | 0.6960 | 0.6085 | +0.50σ |