Statistical Profile — HARBOR OAKS HOSPITAL
CCN 234021 | MACOMB, MI | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
164
Beds
$51.5M
Net Revenue
19.2%
Op Margin
87.0%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicaid Day %: +3.5σ 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 | 164 | 63 | 55 | +0.17σ | P74 | P69 |
| Net Patient Revenue | $51.5M | $59.7M | $69.7M | -0.36σ | P47 | P37 |
| Operating Expenses | $41.6M | $62.7M | $72.4M | -0.38σ | P40 | P31 |
| Net Income | $9.9M | $-2.1M | $-2.8M | +0.16σ | P85 | P90 ▲ |
| Gross Patient Revenue | $137.6M | $186.6M | $225.6M | -0.39σ | P44 | P39 |
| Total Patient Days | 52,056 | 12,073 | 11,507 | +0.40σ | P81 | P75 |
| Medicare Day % | 10.9% | 30.9% | 28.4% | -1.16σ | P12 | P10 ▼ |
| Medicaid Day % | 53.9% | 5.1% | 3.4% | +3.51σ | P98 ▲ | P98 ▲ |
| Operating Margin | 19.2% | -4.8% | -5.2% | +1.28σ | P92 ▲ | P96 ▲ |
| Revenue per Bed | 313,961 | $1.2M | $1.5M | -0.60σ | P11 | P7 ▼ |
| Occupancy Rate | 87.0% | 53.7% | 54.2% | +1.38σ | P93 ▲ | P93 ▲ |
| Commercial Payer % | 35.2% | 61.2% | 67.4% | -1.16σ | P14 | P3 ▼ |
| Net-to-Gross Ratio | 37.4% | 33.3% | 34.6% | -0.05σ | P58 | P58 |
| Expense per Bed | 253,570 | $1.2M | $1.5M | -0.54σ | P7 ▼ | P4 ▼ |
| Revenue per Patient Day | 989.1198 | 7,054 | 8,899 | -0.07σ | P5 ▼ | P4 ▼ |
| Payer Diversity Index | 0.574 | 0.473 | 0.453 | +0.96σ | P88 | P99 ▲ |
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% | $51.5M | $336.4M | -1.11σ |
| Operating Margin | 2.1% | 0.1924 | -0.1216 | +1.65σ |
| Occupancy Rate | 44.3% | 0.8696 | 0.6899 | +0.98σ |
| Revenue Per Bed | 2.6% | 313,961 | $1.6M | -0.69σ |
| Net To Gross Ratio | 22.4% | 0.3742 | 0.5011 | -0.73σ |