Statistical Profile — KARMANOS CANCER HOSPITAL
CCN 230297 | WAYNE, MI | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
106
Beds
$284.8M
Net Revenue
-27.8%
Op Margin
54.2%
Occupancy
0
Outlier Flags
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 | 106 | 63 | 55 | -0.15σ | P63 | P60 |
| Net Patient Revenue | $284.8M | $59.7M | $69.7M | +0.14σ | P79 | P76 |
| Operating Expenses | $363.8M | $62.7M | $72.4M | +0.28σ | P84 | P78 |
| Net Income | $-79.1M | $-2.1M | $-2.8M | -0.46σ | P6 ▼ | P6 ▼ |
| Gross Patient Revenue | $1.03B | $186.6M | $225.6M | +0.07σ | P76 | P74 |
| Total Patient Days | 20,973 | 12,073 | 11,507 | -0.21σ | P62 | P61 |
| Medicare Day % | 21.2% | 30.9% | 28.4% | -0.64σ | P26 | P22 |
| Medicaid Day % | 4.3% | 5.1% | 3.4% | -0.41σ | P45 | P66 |
| Operating Margin | -27.8% | -4.8% | -5.2% | -1.06σ | P14 | P7 ▼ |
| Revenue per Bed | $2.7M | $1.2M | $1.5M | +0.62σ | P88 | P87 |
| Occupancy Rate | 54.2% | 53.7% | 54.2% | +0.09σ | P51 | P50 |
| Commercial Payer % | 74.5% | 61.2% | 67.4% | +0.75σ | P79 | P77 |
| Net-to-Gross Ratio | 27.7% | 33.3% | 34.6% | -0.52σ | P36 | P25 |
| Expense per Bed | $3.4M | $1.2M | $1.5M | +0.77σ | P93 ▲ | P93 ▲ |
| Revenue per Patient Day | 13,578 | 7,054 | 8,899 | -0.02σ | P78 | P62 |
| Payer Diversity Index | 0.398 | 0.473 | 0.453 | -0.27σ | P27 | P25 |
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% | $284.8M | $128.3M | +0.61σ |
| Operating Margin | 2.1% | -0.2777 | -0.0476 | -1.21σ |
| Occupancy Rate | 44.3% | 0.5421 | 0.5359 | +0.03σ |
| Revenue Per Bed | 2.6% | $2.7M | $1.6M | +0.59σ |
| Net To Gross Ratio | 22.4% | 0.2771 | 0.3093 | -0.19σ |