Statistical Profile — SCOTLAND COUNTY MEMORIAL HOSPITAL
CCN 261310 | SCOTLAND, MO | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$18.5M
Net Revenue
-50.0%
Op Margin
32.2%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Margin: -2.2σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MO (n=138) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MO Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 60 | -0.59σ | P16 | P10 |
| Net Patient Revenue | $18.5M | $59.7M | $64.4M | -0.43σ | P20 | P16 |
| Operating Expenses | $28.5M | $62.7M | $68.5M | -0.41σ | P30 | P27 |
| Net Income | $-10.0M | $-2.1M | $-1.9M | +0.02σ | P28 | P24 |
| Gross Patient Revenue | $47.3M | $186.6M | $182.7M | -0.44σ | P23 | P22 |
| Total Patient Days | 2,934 | 12,073 | 12,943 | -0.56σ | P23 | P22 |
| Medicare Day % | 65.4% | 30.9% | 30.6% | +1.58σ | P91 ▲ | P93 ▲ |
| Medicaid Day % | 4.9% | 5.1% | 7.7% | -0.36σ | P49 | P29 |
| Operating Margin | -50.0% | -4.8% | -6.2% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 739,714 | $1.2M | $1.2M | -0.38σ | P33 | P30 |
| Occupancy Rate | 32.2% | 53.7% | 50.1% | -0.77σ | P26 | P25 |
| Commercial Payer % | 29.6% | 61.2% | 59.9% | -1.44σ | P9 ▼ | P8 ▼ |
| Net-to-Gross Ratio | 39.1% | 33.3% | 33.2% | +0.03σ | P61 | P62 |
| Expense per Bed | $1.1M | $1.2M | $1.2M | -0.18σ | P46 | P46 |
| Revenue per Patient Day | 6,303 | 7,054 | 7,649 | -0.05σ | P43 | P38 |
| Payer Diversity Index | 0.482 | 0.473 | 0.518 | +0.31σ | P54 | P36 |
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% | $18.5M | $24.6M | -0.02σ |
| Operating Margin | 2.1% | -0.5000 | -0.0788 | -2.22σ |
| Occupancy Rate | 44.3% | 0.3215 | 0.3423 | -0.11σ |
| Revenue Per Bed | 2.6% | 739,714 | $1.5M | -0.38σ |
| Net To Gross Ratio | 22.4% | 0.3911 | 0.5107 | -0.69σ |