Statistical Profile — SPECTRUM HEALTH BIG RAPIDS
CCN 230093 | MECOSTA, MI | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
49
Beds
$87.5M
Net Revenue
7.2%
Op Margin
40.2%
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 | 49 | 63 | 55 | -0.46σ | P43 | P45 |
| Net Patient Revenue | $87.5M | $59.7M | $69.7M | -0.28σ | P57 | P54 |
| Operating Expenses | $81.2M | $62.7M | $72.4M | -0.30σ | P55 | P53 |
| Net Income | $6.3M | $-2.1M | $-2.8M | +0.13σ | P82 | P87 |
| Gross Patient Revenue | $236.6M | $186.6M | $225.6M | -0.34σ | P54 | P51 |
| Total Patient Days | 7,190 | 12,073 | 11,507 | -0.47σ | P41 | P41 |
| Medicare Day % | 25.5% | 30.9% | 28.4% | -0.42σ | P37 | P38 |
| Medicaid Day % | 3.9% | 5.1% | 3.4% | -0.43σ | P43 | P60 |
| Operating Margin | 7.2% | -4.8% | -5.2% | +0.68σ | P78 | P82 |
| Revenue per Bed | $1.8M | $1.2M | $1.5M | +0.16σ | P72 | P62 |
| Occupancy Rate | 40.2% | 53.7% | 54.2% | -0.46σ | P35 | P35 |
| Commercial Payer % | 70.5% | 61.2% | 67.4% | +0.55σ | P71 | P64 |
| Net-to-Gross Ratio | 37.0% | 33.3% | 34.6% | -0.07σ | P57 | P57 |
| Expense per Bed | $1.7M | $1.2M | $1.5M | +0.04σ | P66 | P55 |
| Revenue per Patient Day | 12,169 | 7,054 | 8,899 | -0.03σ | P74 | P59 |
| Payer Diversity Index | 0.436 | 0.473 | 0.453 | -0.00σ | P37 | P39 |
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% | $87.5M | $26.4M | +0.24σ |
| Operating Margin | 2.1% | 0.0723 | -0.0492 | +0.64σ |
| Occupancy Rate | 44.3% | 0.4020 | 0.5154 | -0.62σ |
| Revenue Per Bed | 2.6% | $1.8M | $1.6M | +0.11σ |
| Net To Gross Ratio | 22.4% | 0.3698 | 0.3370 | +0.19σ |