Statistical Profile — MADISON VALLEY MEDICAL CENTER
CCN 271329 | MADISON, MT | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
10
Beds
$10.5M
Net Revenue
-25.9%
Op Margin
26.2%
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 %: +2.5σ above national mean
- Commercial Payer %: -2.2σ below national mean
- Net-to-Gross Ratio: +2.9σ above national mean
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 | 10 | 63 | 25 | -0.68σ | P2 ▼ | P8 ▼ |
| Net Patient Revenue | $10.5M | $59.7M | $16.7M | -0.45σ | P9 ▼ | P29 |
| Operating Expenses | $13.2M | $62.7M | $22.4M | -0.44σ | P10 ▼ | P35 |
| Net Income | $-2.7M | $-2.1M | $-1.9M | +0.07σ | P46 | P41 |
| Gross Patient Revenue | $10.6M | $186.6M | $31.2M | -0.46σ | P4 ▼ | P22 |
| Total Patient Days | 956 | 12,073 | 5,375 | -0.59σ | P7 ▼ | P14 |
| Medicare Day % | 83.2% | 30.9% | 35.6% | +2.46σ | P98 ▲ | P95 ▲ |
| Medicaid Day % | 2.1% | 5.1% | 19.6% | -0.58σ | P26 | P12 |
| Operating Margin | -25.9% | -4.8% | -9.6% | -0.97σ | P15 | P21 |
| Revenue per Bed | $1.0M | $1.2M | $1.3M | -0.22σ | P45 | P48 |
| Occupancy Rate | 26.2% | 53.7% | 54.1% | -1.01σ | P20 | P27 |
| Commercial Payer % | 14.7% | 61.2% | 39.2% | -2.16σ | P2 ▼ | P6 ▼ |
| Net-to-Gross Ratio | 99.3% | 33.3% | 70.9% | +2.90σ | P98 ▲ | P86 |
| Expense per Bed | $1.3M | $1.2M | $1.7M | -0.10σ | P53 | P44 |
| Revenue per Patient Day | 10,966 | 7,054 | 10,966 | -0.03σ | P70 | P49 |
| Payer Diversity Index | 0.286 | 0.473 | 0.546 | -1.05σ | P13 | 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% | $10.5M | $19.0M | -0.03σ |
| Operating Margin | 2.1% | -0.2587 | -0.0875 | -0.90σ |
| Occupancy Rate | 44.3% | 0.2619 | 0.2670 | -0.03σ |
| Revenue Per Bed | 2.6% | $1.0M | $1.5M | -0.21σ |
| Net To Gross Ratio | 22.4% | 0.9927 | 0.5838 | +2.36σ |