Statistical Profile — RUBY VALLEY HOSPITAL
CCN 271319 | MADISON, MT | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
7
Beds
$8.9M
Net Revenue
-24.7%
Op Margin
48.1%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MT (n=66) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MT Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 7 | 63 | 25 | -0.69σ | P1 ▼ | P3 ▼ |
| Net Patient Revenue | $8.9M | $59.7M | $16.7M | -0.45σ | P7 ▼ | P22 |
| Operating Expenses | $11.1M | $62.7M | $22.4M | -0.44σ | P7 ▼ | P24 |
| Net Income | $-2.2M | $-2.1M | $-1.9M | +0.07σ | P49 | P45 |
| Gross Patient Revenue | $11.2M | $186.6M | $31.2M | -0.46σ | P4 ▼ | P24 |
| Total Patient Days | 1,230 | 12,073 | 5,375 | -0.59σ | P10 ▼ | P17 |
| Medicare Day % | 62.4% | 30.9% | 35.6% | +1.42σ | P90 | P89 |
| Medicaid Day % | 0.7% | 5.1% | 19.6% | -0.69σ | P12 | P8 ▼ |
| Operating Margin | -24.7% | -4.8% | -9.6% | -0.91σ | P16 | P22 |
| Revenue per Bed | $1.3M | $1.2M | $1.3M | -0.11σ | P53 | P49 |
| Occupancy Rate | 48.1% | 53.7% | 54.1% | -0.15σ | P43 | P44 |
| Commercial Payer % | 36.9% | 61.2% | 39.2% | -1.08σ | P15 | P39 |
| Net-to-Gross Ratio | 80.1% | 33.3% | 70.9% | +1.99σ | P95 ▲ | P68 |
| Expense per Bed | $1.6M | $1.2M | $1.7M | +0.01σ | P63 | P48 |
| Revenue per Patient Day | 7,267 | 7,054 | 10,966 | -0.05σ | P51 | P38 |
| Payer Diversity Index | 0.475 | 0.473 | 0.546 | +0.27σ | P51 | P27 |
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% | $8.9M | $9.3M | -0.00σ |
| Operating Margin | 2.1% | -0.2474 | -0.0685 | -0.94σ |
| Occupancy Rate | 44.3% | 0.4814 | 0.3758 | +0.58σ |
| Revenue Per Bed | 2.6% | $1.3M | $1.6M | -0.15σ |
| Net To Gross Ratio | 22.4% | 0.8013 | 0.4946 | +1.77σ |