Statistical Profile — DOUGLAS COUNTY MEMORIAL HOSPITAL
CCN 431305 | DOUGLAS, SD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
11
Beds
$12.5M
Net Revenue
-0.6%
Op Margin
20.8%
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.
- Medicare Day %: +2.3σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and SD (n=63) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | SD Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 11 | 63 | 25 | -0.67σ | P2 ▼ | P11 |
| Net Patient Revenue | $12.5M | $59.7M | $20.5M | -0.44σ | P12 | P29 |
| Operating Expenses | $12.6M | $62.7M | $21.4M | -0.44σ | P9 ▼ | P27 |
| Net Income | -70,131 | $-2.1M | -806,988 | +0.09σ | P63 | P61 |
| Gross Patient Revenue | $18.6M | $186.6M | $46.9M | -0.46σ | P8 ▼ | P26 |
| Total Patient Days | 837 | 12,073 | 1,890 | -0.60σ | P6 ▼ | P19 |
| Medicare Day % | 79.8% | 30.9% | 61.6% | +2.30σ | P98 ▲ | P81 |
| Medicaid Day % | 0.6% | 5.1% | 5.4% | -0.70σ | P9 ▼ | P10 |
| Operating Margin | -0.6% | -4.8% | -3.2% | +0.30σ | P61 | P59 |
| Revenue per Bed | $1.1M | $1.2M | $1.1M | -0.18σ | P48 | P53 |
| Occupancy Rate | 20.8% | 53.7% | 26.4% | -1.22σ | P15 | P42 |
| Commercial Payer % | 19.6% | 61.2% | 29.4% | -1.93σ | P4 ▼ | P24 |
| Net-to-Gross Ratio | 67.4% | 33.3% | 51.8% | +1.38σ | P90 | P79 |
| Expense per Bed | $1.1M | $1.2M | $1.2M | -0.18σ | P46 | P48 |
| Revenue per Patient Day | 14,937 | 7,054 | 13,149 | -0.02σ | P81 | P62 |
| Payer Diversity Index | 0.325 | 0.473 | 0.494 | -0.78σ | P16 | P19 |
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% | $12.5M | $14.1M | -0.01σ |
| Operating Margin | 2.1% | -0.0056 | -0.0824 | +0.40σ |
| Occupancy Rate | 44.3% | 0.2085 | 0.2802 | -0.39σ |
| Revenue Per Bed | 2.6% | $1.1M | $1.5M | -0.18σ |
| Net To Gross Ratio | 22.4% | 0.6739 | 0.5625 | +0.64σ |