Statistical Profile — SANFORD MEDICAL CENTER VERMILLION
CCN 431336 | CLAY, SD | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$32.0M
Net Revenue
8.3%
Op Margin
23.0%
Occupancy
0
Outlier Flags
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 | $32.0M | $59.7M | $20.5M | -0.40σ | P35 | P64 |
| Operating Expenses | $29.4M | $62.7M | $21.4M | -0.41σ | P31 | P58 |
| Net Income | $2.7M | $-2.1M | -806,988 | +0.11σ | P75 | P87 |
| Gross Patient Revenue | $60.1M | $186.6M | $46.9M | -0.43σ | P28 | P62 |
| Total Patient Days | 2,099 | 12,073 | 1,890 | -0.57σ | P17 | P55 |
| Medicare Day % | 45.5% | 30.9% | 61.6% | +0.57σ | P75 | P27 |
| Medicaid Day % | 9.1% | 5.1% | 5.4% | -0.03σ | P69 | P64 |
| Operating Margin | 8.3% | -4.8% | -3.2% | +0.74σ | P79 | P74 |
| Revenue per Bed | $1.3M | $1.2M | $1.1M | -0.10σ | P54 | P57 |
| Occupancy Rate | 23.0% | 53.7% | 26.4% | -1.14σ | P17 | P45 |
| Commercial Payer % | 45.5% | 61.2% | 29.4% | -0.67σ | P25 | P79 |
| Net-to-Gross Ratio | 53.3% | 33.3% | 51.8% | +0.71σ | P78 | P57 |
| Expense per Bed | $1.2M | $1.2M | $1.2M | -0.16σ | P48 | P50 |
| Revenue per Patient Day | 15,268 | 7,054 | 13,149 | -0.02σ | P81 | P71 |
| Payer Diversity Index | 0.579 | 0.473 | 0.494 | +0.99σ | P89 | P73 |
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% | $32.0M | $4.2M | +0.11σ |
| Operating Margin | 2.1% | 0.0831 | -0.0738 | +0.83σ |
| Occupancy Rate | 44.3% | 0.2300 | 0.4232 | -1.06σ |
| Revenue Per Bed | 2.6% | $1.3M | $1.5M | -0.11σ |
| Net To Gross Ratio | 22.4% | 0.5330 | 0.4495 | +0.48σ |