Statistical Profile — UNIVERSITY OF NORTH CAROLINA HOSP.
CCN 340061 | ORANGE, NC | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
799
Beds
$2.88B
Net Revenue
13.3%
Op Margin
91.2%
Occupancy
6
Outlier Flags
Statistical Outliers (6)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.6σ above national mean
- Net Patient Revenue: +5.7σ above national mean
- Operating Expenses: +4.7σ above national mean
- Net Income: +2.7σ above national mean
- Gross Patient Revenue: +3.1σ above national mean
- Total Patient Days: +4.6σ 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 | 799 | 63 | 100 | +3.64σ | P99 ▲ | P95 ▲ |
| Net Patient Revenue | $2.88B | $59.7M | $103.3M | +5.70σ | P100 ▲ | P98 ▲ |
| Operating Expenses | $2.50B | $62.7M | $102.7M | +4.67σ | P99 ▲ | P98 ▲ |
| Net Income | $383.0M | $-2.1M | $-1.9M | +2.75σ | P100 ▲ | P99 ▲ |
| Gross Patient Revenue | $6.88B | $186.6M | $385.8M | +3.15σ | P98 ▲ | P97 ▲ |
| Total Patient Days | 265,887 | 12,073 | 18,992 | +4.55σ | P99 ▲ | P98 ▲ |
| Medicare Day % | 16.7% | 30.9% | 27.3% | -0.86σ | P18 | P16 |
| Medicaid Day % | 9.1% | 5.1% | 5.2% | -0.03σ | P69 | P84 |
| Operating Margin | 13.3% | -4.8% | -2.0% | +0.99σ | P87 | P86 |
| Revenue per Bed | $3.6M | $1.2M | $1.4M | +1.10σ | P95 ▲ | P95 ▲ |
| Occupancy Rate | 91.2% | 53.7% | 58.8% | +1.55σ | P96 ▲ | P96 ▲ |
| Commercial Payer % | 74.1% | 61.2% | 67.0% | +0.73σ | P78 | P74 |
| Net-to-Gross Ratio | 41.9% | 33.3% | 29.5% | +0.16σ | P65 | P84 |
| Expense per Bed | $3.1M | $1.2M | $1.4M | +0.64σ | P91 ▲ | P91 ▲ |
| Revenue per Patient Day | 10,838 | 7,054 | 6,521 | -0.03σ | P69 | P86 |
| Payer Diversity Index | 0.414 | 0.473 | 0.466 | -0.16σ | P31 | P29 |
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% | $2.88B | $2.07B | +3.18σ |
| Operating Margin | 2.1% | 0.1329 | -0.0416 | +0.92σ |
| Occupancy Rate | 44.3% | 0.9123 | 1.1694 | -1.41σ |
| Revenue Per Bed | 2.6% | $3.6M | $2.8M | +0.40σ |
| Net To Gross Ratio | 22.4% | 0.4187 | 0.3965 | +0.13σ |