Statistical Profile — ERLANGER MEDICAL CENTER
CCN 440104 | HAMILTON, TN | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
750
Beds
$1.09B
Net Revenue
-6.4%
Op Margin
59.5%
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: +3.4σ above national mean
- Total Patient Days: +2.6σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and TN (n=141) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | TN Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 750 | 63 | 56 | +3.38σ | P99 ▲ | P97 ▲ |
| Net Patient Revenue | $1.09B | $59.7M | $44.3M | +1.86σ | P96 ▲ | P98 ▲ |
| Operating Expenses | $1.16B | $62.7M | $42.6M | +1.92σ | P96 ▲ | P97 ▲ |
| Net Income | $-69.8M | $-2.1M | -388,303 | -0.40σ | P7 ▼ | P4 ▼ |
| Gross Patient Revenue | $4.03B | $186.6M | $152.3M | +1.65σ | P95 ▲ | P96 ▲ |
| Total Patient Days | 162,902 | 12,073 | 11,161 | +2.55σ | P97 ▲ | P96 ▲ |
| Medicare Day % | 14.4% | 30.9% | 28.1% | -0.98σ | P15 | P12 |
| Medicaid Day % | 6.5% | 5.1% | 7.9% | -0.23σ | P58 | P43 |
| Operating Margin | -6.4% | -4.8% | -0.6% | +0.00σ | P46 | P39 |
| Revenue per Bed | $1.5M | $1.2M | 799,248 | -0.02σ | P61 | P80 |
| Occupancy Rate | 59.5% | 53.7% | 61.7% | +0.30σ | P58 | P47 |
| Commercial Payer % | 79.0% | 61.2% | 67.5% | +0.97σ | P86 | P83 |
| Net-to-Gross Ratio | 27.0% | 33.3% | 23.7% | -0.55σ | P34 | P55 |
| Expense per Bed | $1.5M | $1.2M | 791,756 | -0.01σ | P62 | P86 |
| Revenue per Patient Day | 6,680 | 7,054 | 4,716 | -0.05σ | P47 | P68 |
| Payer Diversity Index | 0.350 | 0.473 | 0.459 | -0.60σ | P19 | P20 |
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% | $1.09B | $1.14B | -0.19σ |
| Operating Margin | 2.1% | -0.0641 | -0.0804 | +0.09σ |
| Occupancy Rate | 44.3% | 0.5951 | 0.3956 | +1.09σ |
| Revenue Per Bed | 2.6% | $1.5M | 866,005 | +0.31σ |
| Net To Gross Ratio | 22.4% | 0.2702 | 0.1734 | +0.56σ |