Statistical Profile — COMMUNITY MEMORIAL HOSPITAL
CCN 431316 | SPINK, SD | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$15.4M
Net Revenue
-5.6%
Op Margin
20.0%
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.
- Medicare Day %: +2.4σ above national mean
- Commercial Payer %: -2.1σ below 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 | 25 | 63 | 25 | -0.59σ | P16 | P44 |
| Net Patient Revenue | $15.4M | $59.7M | $20.5M | -0.44σ | P16 | P38 |
| Operating Expenses | $16.3M | $62.7M | $21.4M | -0.43σ | P14 | P39 |
| Net Income | -861,882 | $-2.1M | -806,988 | +0.08σ | P58 | P47 |
| Gross Patient Revenue | $22.5M | $186.6M | $46.9M | -0.45σ | P10 ▼ | P34 |
| Total Patient Days | 1,703 | 12,073 | 1,890 | -0.58σ | P14 | P47 |
| Medicare Day % | 82.1% | 30.9% | 61.6% | +2.41σ | P98 ▲ | P84 |
| Medicaid Day % | 1.2% | 5.1% | 5.4% | -0.65σ | P18 | P17 |
| Operating Margin | -5.6% | -4.8% | -3.2% | +0.04σ | P48 | P41 |
| Revenue per Bed | 617,251 | $1.2M | $1.1M | -0.45σ | P29 | P21 |
| Occupancy Rate | 20.0% | 53.7% | 26.4% | -1.25σ | P14 | P37 |
| Commercial Payer % | 16.7% | 61.2% | 29.4% | -2.07σ | P3 ▼ | P16 |
| Net-to-Gross Ratio | 68.5% | 33.3% | 51.8% | +1.44σ | P90 ▲ | P81 |
| Expense per Bed | 651,727 | $1.2M | $1.2M | -0.38σ | P28 | P19 |
| Revenue per Patient Day | 9,061 | 7,054 | 13,149 | -0.04σ | P61 | P17 |
| Payer Diversity Index | 0.298 | 0.473 | 0.494 | -0.97σ | P14 | P14 |
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% | $15.4M | $20.7M | -0.02σ |
| Operating Margin | 2.1% | -0.0559 | -0.0855 | +0.16σ |
| Occupancy Rate | 44.3% | 0.2000 | 0.2552 | -0.30σ |
| Revenue Per Bed | 2.6% | 617,251 | $1.4M | -0.41σ |
| Net To Gross Ratio | 22.4% | 0.6854 | 0.5630 | +0.71σ |