Statistical Profile — WAKEMED RALEIGH CAMPUS
CCN 340069 | WAKE, NC | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
609
Beds
$1.15B
Net Revenue
-1.4%
Op Margin
92.3%
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.
- Beds: +2.6σ above national mean
- Total Patient Days: +3.4σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and NC (n=129) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | NC Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 609 | 63 | 100 | +2.60σ | P97 ▲ | P91 ▲ |
| Net Patient Revenue | $1.15B | $59.7M | $103.3M | +1.98σ | P96 ▲ | P90 ▲ |
| Operating Expenses | $1.16B | $62.7M | $102.7M | +1.93σ | P96 ▲ | P91 ▲ |
| Net Income | $-16.5M | $-2.1M | $-1.9M | -0.03σ | P22 | P16 |
| Gross Patient Revenue | $4.66B | $186.6M | $385.8M | +1.98σ | P96 ▲ | P95 ▲ |
| Total Patient Days | 205,112 | 12,073 | 18,992 | +3.37σ | P98 ▲ | P93 ▲ |
| Medicare Day % | 19.4% | 30.9% | 27.3% | -0.73σ | P23 | P23 |
| Medicaid Day % | 9.7% | 5.1% | 5.2% | +0.02σ | P71 | P87 |
| Operating Margin | -1.4% | -4.8% | -2.0% | +0.25σ | P59 | P53 |
| Revenue per Bed | $1.9M | $1.2M | $1.4M | +0.21σ | P74 | P73 |
| Occupancy Rate | 92.3% | 53.7% | 58.8% | +1.59σ | P97 ▲ | P98 ▲ |
| Commercial Payer % | 70.9% | 61.2% | 67.0% | +0.57σ | P72 | P64 |
| Net-to-Gross Ratio | 24.6% | 33.3% | 29.5% | -0.66σ | P28 | P24 |
| Expense per Bed | $1.9M | $1.2M | $1.4M | +0.14σ | P73 | P73 |
| Revenue per Patient Day | 5,591 | 7,054 | 6,521 | -0.05σ | P37 | P36 |
| Payer Diversity Index | 0.450 | 0.473 | 0.466 | +0.10σ | P41 | P43 |
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% | $1.15B | $1.61B | -1.82σ |
| Operating Margin | 2.1% | -0.0144 | -0.0321 | +0.09σ |
| Occupancy Rate | 44.3% | 0.9227 | 1.0795 | -0.86σ |
| Revenue Per Bed | 2.6% | $1.9M | $2.7M | -0.42σ |
| Net To Gross Ratio | 22.4% | 0.2459 | 0.3661 | -0.69σ |