Statistical Profile — DANIELS MEMORIAL HOSPITAL
CCN 271342 | DANIELS, MT | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$10.6M
Net Revenue
-4.1%
Op Margin
70.7%
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.
- Medicaid Day %: +4.3σ above national mean
- Net-to-Gross Ratio: +2.4σ 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 | 25 | 63 | 25 | -0.59σ | P16 | P35 |
| Net Patient Revenue | $10.6M | $59.7M | $16.7M | -0.45σ | P9 ▼ | P32 |
| Operating Expenses | $11.0M | $62.7M | $22.4M | -0.44σ | P7 ▼ | P21 |
| Net Income | -434,943 | $-2.1M | $-1.9M | +0.08σ | P61 | P77 |
| Gross Patient Revenue | $12.0M | $186.6M | $31.2M | -0.46σ | P4 ▼ | P29 |
| Total Patient Days | 6,453 | 12,073 | 5,375 | -0.49σ | P39 | P62 |
| Medicare Day % | 9.2% | 30.9% | 35.6% | -1.24σ | P10 | P23 |
| Medicaid Day % | 63.5% | 5.1% | 19.6% | +4.27σ | P99 ▲ | P89 |
| Operating Margin | -4.1% | -4.8% | -9.6% | +0.12σ | P51 | P73 |
| Revenue per Bed | 422,094 | $1.2M | $1.3M | -0.55σ | P18 | P25 |
| Occupancy Rate | 70.7% | 53.7% | 54.1% | +0.74σ | P73 | P73 |
| Commercial Payer % | 27.3% | 61.2% | 39.2% | -1.55σ | P8 ▼ | P17 |
| Net-to-Gross Ratio | 87.8% | 33.3% | 70.9% | +2.36σ | P97 ▲ | P76 |
| Expense per Bed | 439,492 | $1.2M | $1.7M | -0.47σ | P18 | P23 |
| Revenue per Patient Day | 1,635 | 7,054 | 10,966 | -0.07σ | P12 | P24 |
| Payer Diversity Index | 0.514 | 0.473 | 0.546 | +0.54σ | P72 | P38 |
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% | $10.6M | $43.1M | -0.13σ |
| Operating Margin | 2.1% | -0.0412 | -0.1528 | +0.59σ |
| Occupancy Rate | 44.3% | 0.7072 | 0.5962 | +0.61σ |
| Revenue Per Bed | 2.6% | 422,094 | $1.4M | -0.49σ |
| Net To Gross Ratio | 22.4% | 0.8785 | 0.5602 | +1.84σ |