Statistical Profile — EMORY UNIVERSITY HOSPITAL
CCN 110010 | DEKALB, GA | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
639
Beds
$1.42B
Net Revenue
5.4%
Op Margin
83.3%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.8σ above national mean
- Net Patient Revenue: +2.6σ above national mean
- Operating Expenses: +2.3σ above national mean
- Total Patient Days: +3.2σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and GA (n=165) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | GA Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 639 | 63 | 69 | +2.77σ | P97 ▲ | P97 ▲ |
| Net Patient Revenue | $1.42B | $59.7M | $49.4M | +2.58σ | P98 ▲ | P98 ▲ |
| Operating Expenses | $1.35B | $62.7M | $60.6M | +2.30σ | P97 ▲ | P97 ▲ |
| Net Income | $77.5M | $-2.1M | $-1.7M | +0.63σ | P97 ▲ | P96 ▲ |
| Gross Patient Revenue | $4.52B | $186.6M | $214.3M | +1.90σ | P96 ▲ | P95 ▲ |
| Total Patient Days | 194,183 | 12,073 | 16,486 | +3.16σ | P98 ▲ | P97 ▲ |
| Medicare Day % | 20.2% | 30.9% | 25.9% | -0.69σ | P24 | P25 |
| Medicaid Day % | 9.9% | 5.1% | 6.6% | +0.04σ | P72 | P81 |
| Operating Margin | 5.4% | -4.8% | -2.8% | +0.59σ | P75 | P72 |
| Revenue per Bed | $2.2M | $1.2M | $1.1M | +0.39σ | P82 | P87 |
| Occupancy Rate | 83.3% | 53.7% | 62.8% | +1.24σ | P89 | P82 |
| Commercial Payer % | 69.8% | 61.2% | 66.9% | +0.52σ | P69 | P63 |
| Net-to-Gross Ratio | 31.5% | 33.3% | 27.8% | -0.33σ | P46 | P59 |
| Expense per Bed | $2.1M | $1.2M | $1.1M | +0.22σ | P78 | P84 |
| Revenue per Patient Day | 7,334 | 7,054 | 5,787 | -0.05σ | P52 | P68 |
| Payer Diversity Index | 0.462 | 0.473 | 0.464 | +0.17σ | P45 | P48 |
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% | $1.42B | $1.50B | -0.31σ |
| Operating Margin | 2.1% | 0.0544 | -0.0375 | +0.48σ |
| Occupancy Rate | 44.3% | 0.8326 | 0.9335 | -0.55σ |
| Revenue Per Bed | 2.6% | $2.2M | $2.3M | -0.03σ |
| Net To Gross Ratio | 22.4% | 0.3153 | 0.3069 | +0.05σ |