Statistical Profile — BERTRAND CHAFFEE HOSPITAL
CCN 330111 | ERIE, NY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
23
Beds
$27.2M
Net Revenue
-26.5%
Op Margin
31.8%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and NY (n=196) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | NY Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 23 | 63 | 167 | -0.60σ | P14 | P7 ▼ |
| Net Patient Revenue | $27.2M | $59.7M | $214.1M | -0.41σ | P31 | P9 ▼ |
| Operating Expenses | $34.4M | $62.7M | $199.0M | -0.40σ | P36 | P9 ▼ |
| Net Income | $-7.2M | $-2.1M | $-34.8M | +0.04σ | P32 | P82 |
| Gross Patient Revenue | $53.5M | $186.6M | $749.0M | -0.44σ | P26 | P6 ▼ |
| Total Patient Days | 2,670 | 12,073 | 40,924 | -0.56σ | P21 | P4 ▼ |
| Medicare Day % | 24.1% | 30.9% | 26.8% | -0.50σ | P33 | P44 |
| Medicaid Day % | 0.7% | 5.1% | 4.6% | -0.69σ | P11 | P5 ▼ |
| Operating Margin | -26.5% | -4.8% | -17.5% | -1.00σ | P15 | P29 |
| Revenue per Bed | $1.2M | $1.2M | $1.5M | -0.15σ | P50 | P29 |
| Occupancy Rate | 31.8% | 53.7% | 67.3% | -0.79σ | P26 | P10 |
| Commercial Payer % | 75.2% | 61.2% | 66.7% | +0.78σ | P80 | P77 |
| Net-to-Gross Ratio | 50.9% | 33.3% | 35.0% | +0.59σ | P76 | P90 |
| Expense per Bed | $1.5M | $1.2M | $1.7M | -0.03σ | P60 | P42 |
| Revenue per Patient Day | 10,197 | 7,054 | 6,862 | -0.04σ | P67 | P80 |
| Payer Diversity Index | 0.376 | 0.473 | 0.458 | -0.42σ | P22 | P23 |
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% | $27.2M | $-8.4M | +0.14σ |
| Operating Margin | 2.1% | -0.2652 | -0.0412 | -1.18σ |
| Occupancy Rate | 44.3% | 0.3180 | 0.5368 | -1.20σ |
| Revenue Per Bed | 2.6% | $1.2M | $1.6M | -0.24σ |
| Net To Gross Ratio | 22.4% | 0.5093 | 0.3281 | +1.05σ |