Statistical Profile — BOWDLE HOSPITAL
CCN 431318 | EDMUNDS, SD | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
12
Beds
$10.2M
Net Revenue
-12.5%
Op Margin
17.7%
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 %: +2.7σ above national mean
- Commercial Payer %: -2.3σ 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 | 12 | 63 | 25 | -0.66σ | P3 ▼ | P15 |
| Net Patient Revenue | $10.2M | $59.7M | $20.5M | -0.45σ | P8 ▼ | P12 |
| Operating Expenses | $11.5M | $62.7M | $21.4M | -0.44σ | P8 ▼ | P21 |
| Net Income | $-1.3M | $-2.1M | -806,988 | +0.08σ | P55 | P40 |
| Gross Patient Revenue | $14.3M | $186.6M | $46.9M | -0.46σ | P6 ▼ | P10 |
| Total Patient Days | 774 | 12,073 | 1,890 | -0.60σ | P5 ▼ | P16 |
| Medicare Day % | 88.5% | 30.9% | 61.6% | +2.73σ | P99 ▲ | P95 ▲ |
| Medicaid Day % | 0.4% | 5.1% | 5.4% | -0.72σ | P6 ▼ | P7 ▼ |
| Operating Margin | -12.5% | -4.8% | -3.2% | -0.30σ | P32 | P16 |
| Revenue per Bed | 853,686 | $1.2M | $1.1M | -0.33σ | P37 | P31 |
| Occupancy Rate | 17.7% | 53.7% | 26.4% | -1.35σ | P11 | P31 |
| Commercial Payer % | 11.1% | 61.2% | 29.4% | -2.34σ | P1 ▼ | P6 ▼ |
| Net-to-Gross Ratio | 71.7% | 33.3% | 51.8% | +1.58σ | P92 ▲ | P84 |
| Expense per Bed | 960,802 | $1.2M | $1.2M | -0.25σ | P39 | P35 |
| Revenue per Patient Day | 13,235 | 7,054 | 13,149 | -0.03σ | P77 | P50 |
| Payer Diversity Index | 0.204 | 0.473 | 0.494 | -1.62σ | P9 ▼ | P5 ▼ |
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% | $10.2M | $18.3M | -0.03σ |
| Operating Margin | 2.1% | -0.1255 | -0.0887 | -0.19σ |
| Occupancy Rate | 44.3% | 0.1767 | 0.2362 | -0.33σ |
| Revenue Per Bed | 2.6% | 853,686 | $1.4M | -0.30σ |
| Net To Gross Ratio | 22.4% | 0.7166 | 0.5966 | +0.69σ |