Statistical Profile — EUREKA COMMUNITY HEALTH SERVICES
CCN 431308 | MC PHERSON, SD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
4
Beds
$4.2M
Net Revenue
-20.6%
Op Margin
19.7%
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: +2.5σ 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 | 4 | 63 | 25 | -0.71σ | P0 ▼ | P0 ▼ |
| Net Patient Revenue | $4.2M | $59.7M | $20.5M | -0.46σ | P2 ▼ | P0 ▼ |
| Operating Expenses | $5.1M | $62.7M | $21.4M | -0.46σ | P1 ▼ | P2 ▼ |
| Net Income | -872,057 | $-2.1M | -806,988 | +0.08σ | P58 | P45 |
| Gross Patient Revenue | $4.6M | $186.6M | $46.9M | -0.46σ | P1 ▼ | P0 ▼ |
| Total Patient Days | 288 | 12,073 | 1,890 | -0.61σ | P1 ▼ | P5 ▼ |
| Medicare Day % | 73.3% | 30.9% | 61.6% | +1.97σ | P95 ▲ | P68 |
| Operating Margin | -20.6% | -4.8% | -3.2% | -0.70σ | P20 | P10 |
| Revenue per Bed | $1.1M | $1.2M | $1.1M | -0.22σ | P45 | P47 |
| Occupancy Rate | 19.7% | 53.7% | 26.4% | -1.26σ | P13 | P35 |
| Commercial Payer % | 26.7% | 61.2% | 29.4% | -1.58σ | P7 ▼ | P41 |
| Net-to-Gross Ratio | 91.2% | 33.3% | 51.8% | +2.52σ | P97 ▲ | P97 ▲ |
| Expense per Bed | $1.3M | $1.2M | $1.2M | -0.12σ | P52 | P56 |
| Revenue per Patient Day | 14,679 | 7,054 | 13,149 | -0.02σ | P80 | P60 |
| Payer Diversity Index | 0.392 | 0.473 | 0.494 | -0.31σ | P25 | P33 |
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% | $4.2M | nan | +nanσ |
| Operating Margin | 2.1% | -0.2063 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.1973 | nan | +nanσ |
| Revenue Per Bed | 2.6% | $1.1M | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.9124 | nan | +nanσ |