Statistical Profile — ASCENSION PROVIDENCE HOSPITAL
CCN 230019 | OAKLAND, MI | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
527
Beds
$849.3M
Net Revenue
-6.5%
Op Margin
78.4%
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.
- Beds: +2.2σ above national mean
- Total Patient Days: +2.3σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MI (n=163) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MI Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 527 | 63 | 55 | +2.16σ | P96 ▲ | P96 ▲ |
| Net Patient Revenue | $849.3M | $59.7M | $69.7M | +1.35σ | P95 ▲ | P94 ▲ |
| Operating Expenses | $904.8M | $62.7M | $72.4M | +1.39σ | P95 ▲ | P94 ▲ |
| Net Income | $-55.6M | $-2.1M | $-2.8M | -0.30σ | P9 ▼ | P9 ▼ |
| Gross Patient Revenue | $2.81B | $186.6M | $225.6M | +1.01σ | P91 ▲ | P94 ▲ |
| Total Patient Days | 150,749 | 12,073 | 11,507 | +2.32σ | P96 ▲ | P97 ▲ |
| Medicare Day % | 24.5% | 30.9% | 28.4% | -0.47σ | P34 | P32 |
| Medicaid Day % | 3.1% | 5.1% | 3.4% | -0.50σ | P37 | P47 |
| Operating Margin | -6.5% | -4.8% | -5.2% | -0.00σ | P45 | P47 |
| Revenue per Bed | $1.6M | $1.2M | $1.5M | +0.07σ | P66 | P55 |
| Occupancy Rate | 78.4% | 53.7% | 54.2% | +1.05σ | P84 | P81 |
| Commercial Payer % | 72.3% | 61.2% | 67.4% | +0.64σ | P75 | P71 |
| Net-to-Gross Ratio | 30.3% | 33.3% | 34.6% | -0.39σ | P43 | P32 |
| Expense per Bed | $1.7M | $1.2M | $1.5M | +0.06σ | P68 | P58 |
| Revenue per Patient Day | 5,634 | 7,054 | 8,899 | -0.05σ | P38 | P28 |
| Payer Diversity Index | 0.415 | 0.473 | 0.453 | -0.15σ | P31 | P31 |
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% | $849.3M | $1.20B | -1.35σ |
| Operating Margin | 2.1% | -0.0654 | -0.0286 | -0.19σ |
| Occupancy Rate | 44.3% | 0.7837 | 0.8108 | -0.15σ |
| Revenue Per Bed | 2.6% | $1.6M | $2.0M | -0.23σ |
| Net To Gross Ratio | 22.4% | 0.3026 | 0.2614 | +0.24σ |