Statistical Profile — SPECTRUM HEALTH REED CITY
CCN 231323 | OSCEOLA, MI | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$77.1M
Net Revenue
21.2%
Op Margin
0.7%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Occupancy Rate: -2.0σ below national mean
- Revenue per Patient Day: +4.8σ 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 | 25 | 63 | 55 | -0.59σ | P16 | P13 |
| Net Patient Revenue | $77.1M | $59.7M | $69.7M | -0.31σ | P55 | P53 |
| Operating Expenses | $60.7M | $62.7M | $72.4M | -0.34σ | P49 | P42 |
| Net Income | $16.4M | $-2.1M | $-2.8M | +0.20σ | P89 | P95 ▲ |
| Gross Patient Revenue | $183.2M | $186.6M | $225.6M | -0.37σ | P50 | P46 |
| Total Patient Days | 60 | 12,073 | 11,507 | -0.61σ | P0 ▼ | P2 ▼ |
| Medicare Day % | 28.3% | 30.9% | 28.4% | -0.28σ | P44 | P49 |
| Medicaid Day % | 6.7% | 5.1% | 3.4% | -0.22σ | P59 | P87 |
| Operating Margin | 21.2% | -4.8% | -5.2% | +1.38σ | P94 ▲ | P96 ▲ |
| Revenue per Bed | $3.1M | $1.2M | $1.5M | +0.83σ | P92 ▲ | P92 ▲ |
| Occupancy Rate | 0.7% | 53.7% | 54.2% | -2.02σ | P0 ▼ | P1 ▼ |
| Commercial Payer % | 65.0% | 61.2% | 67.4% | +0.29σ | P58 | P36 |
| Net-to-Gross Ratio | 42.1% | 33.3% | 34.6% | +0.17σ | P65 | P70 |
| Expense per Bed | $2.4M | $1.2M | $1.5M | +0.35σ | P84 | P80 |
| Revenue per Patient Day | $1.3M | 7,054 | 8,899 | +4.77σ | P100 ▲ | P99 ▲ |
| Payer Diversity Index | 0.493 | 0.473 | 0.453 | +0.39σ | P60 | P80 |
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% | $77.1M | $-28.4M | +0.41σ |
| Operating Margin | 2.1% | 0.2124 | -0.0579 | +1.42σ |
| Occupancy Rate | 44.3% | 0.0066 | 0.4858 | -2.63σ |
| Revenue Per Bed | 2.6% | $3.1M | $1.5M | +0.81σ |
| Net To Gross Ratio | 22.4% | 0.4206 | 0.3653 | +0.32σ |