Statistical Profile — MONTANA STATE HOSPITAL
CCN 274086 | DEER LODGE, MT | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
174
Beds
$39.1M
Net Revenue
-16.1%
Op Margin
100.0%
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.
- Net-to-Gross Ratio: +2.9σ above national mean
- Payer Diversity Index: -2.0σ below 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 | 174 | 63 | 25 | +0.22σ | P76 | P91 ▲ |
| Net Patient Revenue | $39.1M | $59.7M | $16.7M | -0.39σ | P41 | P59 |
| Operating Expenses | $45.4M | $62.7M | $22.4M | -0.37σ | P42 | P61 |
| Net Income | $-6.3M | $-2.1M | $-1.9M | +0.04σ | P34 | P20 |
| Gross Patient Revenue | $39.1M | $186.6M | $31.2M | -0.44σ | P19 | P54 |
| Total Patient Days | 52,896 | 12,073 | 5,375 | +0.42σ | P82 | P94 ▲ |
| Medicare Day % | 8.0% | 30.9% | 35.6% | -1.30σ | P9 ▼ | P16 |
| Operating Margin | -16.1% | -4.8% | -9.6% | -0.48σ | P26 | P35 |
| Revenue per Bed | 224,623 | $1.2M | $1.3M | -0.65σ | P6 ▼ | P6 ▼ |
| Occupancy Rate | 100.0% | 53.7% | 54.1% | +1.90σ | P99 ▲ | P97 ▲ |
| Commercial Payer % | 92.0% | 61.2% | 39.2% | +1.60σ | P94 ▲ | P95 ▲ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 70.9% | +2.94σ | P98 ▲ | P87 |
| Expense per Bed | 260,894 | $1.2M | $1.7M | -0.54σ | P7 ▼ | P6 ▼ |
| Revenue per Patient Day | 738.8916 | 7,054 | 10,966 | -0.07σ | P2 ▼ | P5 ▼ |
| Payer Diversity Index | 0.147 | 0.473 | 0.546 | -2.03σ | P7 ▼ | P5 ▼ |
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% | $39.1M | nan | +nanσ |
| Operating Margin | 2.1% | -0.1615 | nan | +nanσ |
| Occupancy Rate | 44.3% | 1.0000 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 224,623 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 1.0000 | nan | +nanσ |