Statistical Profile — SOUTH DAKOTA HUMAN SERVICES CENTER
CCN 434003 | YANKTON, SD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
68
Beds
$55.5M
Net Revenue
0.8%
Op Margin
27.5%
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.
- Net-to-Gross Ratio: +2.9σ 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 | 68 | 63 | 25 | -0.36σ | P51 | P92 ▲ |
| Net Patient Revenue | $55.5M | $59.7M | $20.5M | -0.35σ | P49 | P71 |
| Operating Expenses | $55.1M | $62.7M | $21.4M | -0.35σ | P47 | P68 |
| Net Income | 418,264 | $-2.1M | -806,988 | +0.09σ | P66 | P68 |
| Gross Patient Revenue | $55.5M | $186.6M | $46.9M | -0.44σ | P27 | P60 |
| Total Patient Days | 7,720 | 12,073 | 1,890 | -0.46σ | P42 | P85 |
| Medicare Day % | 25.1% | 30.9% | 61.6% | -0.45σ | P36 | P6 ▼ |
| Medicaid Day % | 5.9% | 5.1% | 5.4% | -0.28σ | P55 | P53 |
| Operating Margin | 0.8% | -4.8% | -3.2% | +0.36σ | P64 | P64 |
| Revenue per Bed | 816,332 | $1.2M | $1.1M | -0.34σ | P36 | P26 |
| Occupancy Rate | 27.5% | 53.7% | 26.4% | -0.96σ | P22 | P55 |
| Commercial Payer % | 69.0% | 61.2% | 29.4% | +0.48σ | P67 | P95 ▲ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 51.8% | +2.94σ | P98 ▲ | P98 ▲ |
| Expense per Bed | 810,181 | $1.2M | $1.2M | -0.31σ | P34 | P24 |
| Revenue per Patient Day | 7,190 | 7,054 | 13,149 | -0.05σ | P51 | P12 |
| Payer Diversity Index | 0.457 | 0.473 | 0.494 | +0.14σ | P43 | P44 |
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% | $55.5M | $19.2M | +0.14σ |
| Operating Margin | 2.1% | 0.0075 | -0.0536 | +0.32σ |
| Occupancy Rate | 44.3% | 0.2753 | 0.4644 | -1.04σ |
| Revenue Per Bed | 2.6% | 816,332 | $1.4M | -0.32σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.3231 | +3.91σ |