Statistical Profile — SPECTRUM HEALTH HOSPITALS
CCN 230038 | KENT, MI | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,103
Beds
$2.57B
Net Revenue
0.0%
Op Margin
79.4%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +5.3σ above national mean
- Net Patient Revenue: +5.0σ above national mean
- Operating Expenses: +4.8σ above national mean
- Gross Patient Revenue: +2.7σ above national mean
- Total Patient Days: +5.6σ 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 | 1,103 | 63 | 55 | +5.31σ | P100 ▲ | P99 ▲ |
| Net Patient Revenue | $2.57B | $59.7M | $69.7M | +5.04σ | P99 ▲ | P99 ▲ |
| Operating Expenses | $2.57B | $62.7M | $72.4M | +4.82σ | P99 ▲ | P98 ▲ |
| Net Income | $1.2M | $-2.1M | $-2.8M | +0.10σ | P70 | P74 |
| Gross Patient Revenue | $6.07B | $186.6M | $225.6M | +2.72σ | P98 ▲ | P98 ▲ |
| Total Patient Days | 319,624 | 12,073 | 11,507 | +5.60σ | P100 ▲ | P99 ▲ |
| Medicare Day % | 15.4% | 30.9% | 28.4% | -0.93σ | P16 | P13 |
| Medicaid Day % | 5.2% | 5.1% | 3.4% | -0.34σ | P51 | P77 |
| Operating Margin | 0.0% | -4.8% | -5.2% | +0.33σ | P62 | P66 |
| Revenue per Bed | $2.3M | $1.2M | $1.5M | +0.44σ | P84 | P78 |
| Occupancy Rate | 79.4% | 53.7% | 54.2% | +1.09σ | P85 | P85 |
| Commercial Payer % | 79.4% | 61.2% | 67.4% | +0.99σ | P86 | P87 |
| Net-to-Gross Ratio | 42.4% | 33.3% | 34.6% | +0.19σ | P65 | P71 |
| Expense per Bed | $2.3M | $1.2M | $1.5M | +0.32σ | P82 | P77 |
| Revenue per Patient Day | 8,053 | 7,054 | 8,899 | -0.04σ | P56 | P45 |
| Payer Diversity Index | 0.343 | 0.473 | 0.453 | -0.66σ | P18 | P14 |
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% | $2.57B | $2.44B | +0.51σ |
| Operating Margin | 2.1% | 0.0005 | -0.0682 | +0.36σ |
| Occupancy Rate | 44.3% | 0.7944 | 0.9613 | -0.91σ |
| Revenue Per Bed | 2.6% | $2.3M | $2.2M | +0.07σ |
| Net To Gross Ratio | 22.4% | 0.4243 | 0.3206 | +0.60σ |