Statistical Profile — DE SMET MEMORIAL HOSPITAL
CCN 431332 | KINGSBURY, SD | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
6
Beds
$8.3M
Net Revenue
20.3%
Op Margin
15.9%
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.
- Medicare Day %: +2.0σ 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 | 6 | 63 | 25 | -0.70σ | P0 ▼ | P2 ▼ |
| Net Patient Revenue | $8.3M | $59.7M | $20.5M | -0.45σ | P6 ▼ | P9 ▼ |
| Operating Expenses | $6.6M | $62.7M | $21.4M | -0.45σ | P3 ▼ | P3 ▼ |
| Net Income | $1.7M | $-2.1M | -806,988 | +0.10σ | P72 | P79 |
| Gross Patient Revenue | $15.9M | $186.6M | $46.9M | -0.46σ | P7 ▼ | P16 |
| Total Patient Days | 349 | 12,073 | 1,890 | -0.61σ | P2 ▼ | P6 ▼ |
| Medicare Day % | 74.5% | 30.9% | 61.6% | +2.03σ | P96 ▲ | P69 |
| Operating Margin | 20.3% | -4.8% | -3.2% | +1.33σ | P93 ▲ | P93 ▲ |
| Revenue per Bed | $1.4M | $1.2M | $1.1M | -0.05σ | P58 | P62 |
| Occupancy Rate | 15.9% | 53.7% | 26.4% | -1.41σ | P9 ▼ | P27 |
| Commercial Payer % | 25.5% | 61.2% | 29.4% | -1.64σ | P7 ▼ | P38 |
| Net-to-Gross Ratio | 52.2% | 33.3% | 51.8% | +0.66σ | P77 | P50 |
| Expense per Bed | $1.1M | $1.2M | $1.2M | -0.19σ | P45 | P44 |
| Revenue per Patient Day | 23,833 | 7,054 | 13,149 | +0.01σ | P92 ▲ | P91 ▲ |
| Payer Diversity Index | 0.380 | 0.473 | 0.494 | -0.40σ | P23 | P32 |
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% | $8.3M | nan | +nanσ |
| Operating Margin | 2.1% | 0.2028 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.1594 | nan | +nanσ |
| Revenue Per Bed | 2.6% | $1.4M | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.5224 | nan | +nanσ |