Statistical Profile — YALE NEW HAVEN HOSPITAL
CCN 070022 | NEW HAVEN, CT | 6 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
1,306
Beds
$3.45B
Net Revenue
-15.7%
Op Margin
84.7%
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: +6.4σ above national mean
- Net Patient Revenue: +6.9σ above national mean
- Operating Expenses: +7.7σ above national mean
- Net Income: -3.7σ below national mean
- Gross Patient Revenue: +5.6σ above national mean
- Total Patient Days: +7.2σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and CT (n=39) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | CT Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 1,306 | 63 | 153 | +6.42σ | P100 ▲ | P97 ▲ |
| Net Patient Revenue | $3.45B | $59.7M | $249.0M | +6.91σ | P100 ▲ | P97 ▲ |
| Operating Expenses | $3.99B | $62.7M | $234.9M | +7.73σ | P100 ▲ | P97 ▲ |
| Net Income | $-540.8M | $-2.1M | $-19.2M | -3.67σ | P1 ▼ | P0 ▼ |
| Gross Patient Revenue | $11.55B | $186.6M | $1.00B | +5.59σ | P100 ▲ | P97 ▲ |
| Total Patient Days | 403,626 | 12,073 | 41,742 | +7.23σ | P100 ▲ | P97 ▲ |
| Medicare Day % | 22.5% | 30.9% | 26.2% | -0.57σ | P29 | P33 |
| Medicaid Day % | 24.0% | 5.1% | 19.9% | +1.15σ | P90 | P74 |
| Operating Margin | -15.7% | -4.8% | -6.8% | -0.46σ | P27 | P23 |
| Revenue per Bed | $2.6M | $1.2M | $1.9M | +0.60σ | P88 | P85 |
| Occupancy Rate | 84.7% | 53.7% | 69.9% | +1.29σ | P91 ▲ | P86 |
| Commercial Payer % | 53.5% | 61.2% | 52.9% | -0.28σ | P37 | P51 |
| Net-to-Gross Ratio | 29.8% | 33.3% | 31.4% | -0.41σ | P42 | P29 |
| Expense per Bed | $3.1M | $1.2M | $1.9M | +0.61σ | P91 ▲ | P94 ▲ |
| Revenue per Patient Day | 8,536 | 7,054 | 8,183 | -0.04σ | P58 | P61 |
| Payer Diversity Index | 0.606 | 0.473 | 0.590 | +1.18σ | P93 ▲ | P62 |
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% | $3.45B | $3.05B | +1.53σ |
| Operating Margin | 2.1% | -0.1570 | 0.0270 | -0.97σ |
| Occupancy Rate | 44.3% | 0.8467 | 1.4719 | -3.43σ |
| Revenue Per Bed | 2.6% | $2.6M | $3.2M | -0.31σ |
| Net To Gross Ratio | 22.4% | 0.2984 | 0.1435 | +0.89σ |