Statistical Profile — BIG SANDY MEDICAL CENTER
CCN 271311 | CHOUTEAU, MT | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
8
Beds
$4.3M
Net Revenue
-45.6%
Op Margin
223.8%
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.
- Medicaid Day %: +3.3σ above national mean
- Occupancy Rate: +6.8σ above 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 | 8 | 63 | 25 | -0.69σ | P1 ▼ | P5 ▼ |
| Net Patient Revenue | $4.3M | $59.7M | $16.7M | -0.46σ | P2 ▼ | P3 ▼ |
| Operating Expenses | $6.2M | $62.7M | $22.4M | -0.45σ | P2 ▼ | P5 ▼ |
| Net Income | $-1.9M | $-2.1M | $-1.9M | +0.07σ | P51 | P48 |
| Gross Patient Revenue | $4.3M | $186.6M | $31.2M | -0.46σ | P1 ▼ | P3 ▼ |
| Total Patient Days | 6,535 | 12,073 | 5,375 | -0.49σ | P39 | P65 |
| Medicare Day % | 4.8% | 30.9% | 35.6% | -1.46σ | P6 ▼ | P11 |
| Medicaid Day % | 51.3% | 5.1% | 19.6% | +3.31σ | P98 ▲ | P80 |
| Operating Margin | -45.6% | -4.8% | -9.6% | -1.95σ | P7 ▼ | P3 ▼ |
| Revenue per Bed | 532,548 | $1.2M | $1.3M | -0.49σ | P24 | P32 |
| Occupancy Rate | 2.2% | 53.7% | 54.1% | +6.77σ | P100 ▲ | P98 ▲ |
| Commercial Payer % | 43.9% | 61.2% | 39.2% | -0.74σ | P23 | P70 |
| Net-to-Gross Ratio | 100.0% | 33.3% | 70.9% | +2.94σ | P98 ▲ | P89 |
| Expense per Bed | 775,568 | $1.2M | $1.7M | -0.33σ | P32 | P36 |
| Revenue per Patient Day | 651.9328 | 7,054 | 10,966 | -0.07σ | P1 ▼ | P3 ▼ |
| Payer Diversity Index | 0.542 | 0.473 | 0.546 | +0.74σ | P82 | P47 |
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% | $4.3M | $42.1M | -0.15σ |
| Operating Margin | 2.1% | -0.4563 | -0.1243 | -1.75σ |
| Occupancy Rate | 44.3% | 2.2380 | 0.6572 | +8.66σ |
| Revenue Per Bed | 2.6% | 532,548 | $1.6M | -0.53σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.5037 | +2.86σ |