Statistical Profile — STONECREST
CCN 234038 | WAYNE, MI | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
182
Beds
$60.0M
Net Revenue
22.9%
Op Margin
90.8%
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.
- Medicaid Day %: +4.5σ 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 | 182 | 63 | 55 | +0.27σ | P77 | P72 |
| Net Patient Revenue | $60.0M | $59.7M | $69.7M | -0.34σ | P50 | P43 |
| Operating Expenses | $46.2M | $62.7M | $72.4M | -0.37σ | P43 | P33 |
| Net Income | $13.8M | $-2.1M | $-2.8M | +0.18σ | P87 | P93 ▲ |
| Gross Patient Revenue | $150.8M | $186.6M | $225.6M | -0.39σ | P46 | P40 |
| Total Patient Days | 60,317 | 12,073 | 11,507 | +0.56σ | P84 | P80 |
| Medicare Day % | 10.3% | 30.9% | 28.4% | -1.19σ | P11 | P8 ▼ |
| Medicaid Day % | 65.9% | 5.1% | 3.4% | +4.46σ | P99 ▲ | P99 ▲ |
| Operating Margin | 22.9% | -4.8% | -5.2% | +1.47σ | P95 ▲ | P98 ▲ |
| Revenue per Bed | 329,688 | $1.2M | $1.5M | -0.60σ | P12 | P9 ▼ |
| Occupancy Rate | 90.8% | 53.7% | 54.2% | +1.53σ | P96 ▲ | P97 ▲ |
| Commercial Payer % | 23.8% | 61.2% | 67.4% | -1.72σ | P6 ▼ | P1 ▼ |
| Net-to-Gross Ratio | 39.8% | 33.3% | 34.6% | +0.06σ | P62 | P65 |
| Expense per Bed | 254,114 | $1.2M | $1.5M | -0.54σ | P7 ▼ | P4 ▼ |
| Revenue per Patient Day | 994.7977 | 7,054 | 8,899 | -0.07σ | P6 ▼ | P5 ▼ |
| Payer Diversity Index | 0.499 | 0.473 | 0.453 | +0.43σ | P64 | P87 |
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% | $60.0M | $380.4M | -1.25σ |
| Operating Margin | 2.1% | 0.2292 | -0.1364 | +1.92σ |
| Occupancy Rate | 44.3% | 0.9080 | 0.7219 | +1.02σ |
| Revenue Per Bed | 2.6% | 329,688 | $1.6M | -0.69σ |
| Net To Gross Ratio | 22.4% | 0.3978 | 0.5419 | -0.83σ |