Statistical Profile — GRACEVILLE HEALTH CENTER
CCN 241321 | BIG STONE, MN | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
15
Beds
$9.7M
Net Revenue
-16.7%
Op Margin
4.1%
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: +2.1σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MN (n=141) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MN Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 15 | 63 | 25 | -0.65σ | P5 ▼ | P13 |
| Net Patient Revenue | $9.7M | $59.7M | $54.1M | -0.45σ | P8 ▼ | P3 ▼ |
| Operating Expenses | $11.3M | $62.7M | $49.9M | -0.44σ | P7 ▼ | P9 ▼ |
| Net Income | $-1.6M | $-2.1M | $-1.9M | +0.08σ | P53 | P53 |
| Gross Patient Revenue | $11.7M | $186.6M | $111.0M | -0.46σ | P4 ▼ | P2 ▼ |
| Total Patient Days | 223 | 12,073 | 3,151 | -0.61σ | P1 ▼ | P0 ▼ |
| Medicare Day % | 40.4% | 30.9% | 36.3% | +0.32σ | P68 | P59 |
| Operating Margin | -16.7% | -4.8% | -3.6% | -0.51σ | P25 | P14 |
| Revenue per Bed | 646,592 | $1.2M | $2.0M | -0.43σ | P30 | P6 ▼ |
| Occupancy Rate | 4.1% | 53.7% | 37.9% | -1.88σ | P1 ▼ | P0 ▼ |
| Commercial Payer % | 59.6% | 61.2% | 54.1% | +0.03σ | P47 | P58 |
| Net-to-Gross Ratio | 83.1% | 33.3% | 52.7% | +2.13σ | P96 ▲ | P97 ▲ |
| Expense per Bed | 754,550 | $1.2M | $1.9M | -0.34σ | P32 | P12 |
| Revenue per Patient Day | 43,493 | 7,054 | 17,842 | +0.09σ | P97 ▲ | P98 ▲ |
| Payer Diversity Index | 0.481 | 0.473 | 0.497 | +0.31σ | P54 | 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% | $9.7M | nan | +nanσ |
| Operating Margin | 2.1% | -0.1670 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.0407 | nan | +nanσ |
| Revenue Per Bed | 2.6% | 646,592 | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.8312 | nan | +nanσ |