Statistical Profile — SSH - KALAMAZOO
CCN 232035 | CALHOUN, MI | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$13.2M
Net Revenue
5.2%
Op Margin
70.8%
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 | 25 | 63 | 55 | -0.59σ | P16 | P13 |
| Net Patient Revenue | $13.2M | $59.7M | $69.7M | -0.44σ | P13 | P8 ▼ |
| Operating Expenses | $12.5M | $62.7M | $72.4M | -0.44σ | P9 ▼ | P4 ▼ |
| Net Income | 688,244 | $-2.1M | $-2.8M | +0.09σ | P67 | P71 |
| Gross Patient Revenue | $105.0M | $186.6M | $225.6M | -0.41σ | P40 | P30 |
| Total Patient Days | 6,463 | 12,073 | 11,507 | -0.49σ | P39 | P41 |
| Medicare Day % | 35.5% | 30.9% | 28.4% | +0.08σ | P60 | P77 |
| Medicaid Day % | 0.3% | 5.1% | 3.4% | -0.72σ | P4 ▼ | P3 ▼ |
| Operating Margin | 5.2% | -4.8% | -5.2% | +0.58σ | P74 | P77 |
| Revenue per Bed | 527,670 | $1.2M | $1.5M | -0.49σ | P24 | P18 |
| Occupancy Rate | 70.8% | 53.7% | 54.2% | +0.75σ | P73 | P71 |
| Commercial Payer % | 64.2% | 61.2% | 67.4% | +0.25σ | P57 | P31 |
| Net-to-Gross Ratio | 12.6% | 33.3% | 34.6% | -1.24σ | P5 ▼ | P1 ▼ |
| Expense per Bed | 500,141 | $1.2M | $1.5M | -0.44σ | P21 | P15 |
| Revenue per Patient Day | 2,041 | 7,054 | 8,899 | -0.07σ | P18 | P14 |
| Payer Diversity Index | 0.461 | 0.473 | 0.453 | +0.17σ | P45 | P55 |
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% | $13.2M | $36.6M | -0.09σ |
| Operating Margin | 2.1% | 0.0522 | -0.0459 | +0.52σ |
| Occupancy Rate | 44.3% | 0.7083 | 0.5166 | +1.05σ |
| Revenue Per Bed | 2.6% | 527,670 | $1.7M | -0.61σ |
| Net To Gross Ratio | 22.4% | 0.1256 | 0.3762 | -1.45σ |