Statistical Profile — NIAGARA FALLS MEMORIAL MEDICAL CENTE
CCN 330065 | NIAGARA, NY | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
133
Beds
$83.1M
Net Revenue
-50.0%
Op Margin
45.7%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Operating Margin: -2.2σ below national mean
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 | 133 | 63 | 167 | -0.00σ | P69 | P40 |
| Net Patient Revenue | $83.1M | $59.7M | $214.1M | -0.29σ | P56 | P26 |
| Operating Expenses | $128.4M | $62.7M | $199.0M | -0.20σ | P65 | P38 |
| Net Income | $-45.4M | $-2.1M | $-34.8M | -0.23σ | P11 | P43 |
| Gross Patient Revenue | $199.9M | $186.6M | $749.0M | -0.36σ | P51 | P23 |
| Total Patient Days | 22,166 | 12,073 | 40,924 | -0.18σ | P63 | P34 |
| Medicare Day % | 18.8% | 30.9% | 26.8% | -0.76σ | P22 | P29 |
| Medicaid Day % | 4.8% | 5.1% | 4.6% | -0.37σ | P48 | P53 |
| Operating Margin | -50.0% | -4.8% | -17.5% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 624,587 | $1.2M | $1.5M | -0.44σ | P29 | P10 ▼ |
| Occupancy Rate | 45.7% | 53.7% | 67.3% | -0.24σ | P40 | P23 |
| Commercial Payer % | 76.4% | 61.2% | 66.7% | +0.84σ | P82 | P78 |
| Net-to-Gross Ratio | 41.6% | 33.3% | 35.0% | +0.15σ | P64 | P70 |
| Expense per Bed | 965,742 | $1.2M | $1.7M | -0.25σ | P39 | P21 |
| Revenue per Patient Day | 3,748 | 7,054 | 6,862 | -0.06σ | P24 | P9 ▼ |
| Payer Diversity Index | 0.378 | 0.473 | 0.458 | -0.41σ | P23 | P24 |
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% | $83.1M | $124.3M | -0.16σ |
| Operating Margin | 2.1% | -0.5000 | -0.0505 | -2.37σ |
| Occupancy Rate | 44.3% | 0.4566 | 0.4989 | -0.23σ |
| Revenue Per Bed | 2.6% | 624,587 | $1.4M | -0.42σ |
| Net To Gross Ratio | 22.4% | 0.4155 | 0.2852 | +0.75σ |