Statistical Profile — ALBANY MEDICAL CENTER HOSPITAL
CCN 330013 | ALBANY, NY | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
719
Beds
$1.11B
Net Revenue
-19.1%
Op Margin
81.8%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.2σ above national mean
- Operating Expenses: +2.2σ above national mean
- Total Patient Days: +3.6σ above 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 | 719 | 63 | 167 | +3.21σ | P98 ▲ | P94 ▲ |
| Net Patient Revenue | $1.11B | $59.7M | $214.1M | +1.90σ | P96 ▲ | P88 |
| Operating Expenses | $1.32B | $62.7M | $199.0M | +2.25σ | P97 ▲ | P88 |
| Net Income | $-212.1M | $-2.1M | $-34.8M | -1.39σ | P2 ▼ | P11 |
| Gross Patient Revenue | $3.37B | $186.6M | $749.0M | +1.30σ | P93 ▲ | P87 |
| Total Patient Days | 214,658 | 12,073 | 40,924 | +3.56σ | P98 ▲ | P95 ▲ |
| Medicare Day % | 22.0% | 30.9% | 26.8% | -0.60σ | P28 | P35 |
| Medicaid Day % | 4.5% | 5.1% | 4.6% | -0.39σ | P46 | P49 |
| Operating Margin | -19.1% | -4.8% | -17.5% | -0.63σ | P22 | P43 |
| Revenue per Bed | $1.5M | $1.2M | $1.5M | +0.03σ | P64 | P54 |
| Occupancy Rate | 81.8% | 53.7% | 67.3% | +1.18σ | P88 | P74 |
| Commercial Payer % | 73.5% | 61.2% | 66.7% | +0.70σ | P77 | P70 |
| Net-to-Gross Ratio | 32.8% | 33.3% | 35.0% | -0.27σ | P49 | P45 |
| Expense per Bed | $1.8M | $1.2M | $1.7M | +0.11σ | P71 | P57 |
| Revenue per Patient Day | 5,163 | 7,054 | 6,862 | -0.06σ | P34 | P24 |
| Payer Diversity Index | 0.409 | 0.473 | 0.458 | -0.19σ | P29 | P30 |
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% | $1.11B | $1.70B | -2.31σ |
| Operating Margin | 2.1% | -0.1914 | -0.0291 | -0.85σ |
| Occupancy Rate | 44.3% | 0.8179 | 0.9566 | -0.76σ |
| Revenue Per Bed | 2.6% | $1.5M | $2.3M | -0.40σ |
| Net To Gross Ratio | 22.4% | 0.3285 | 0.2739 | +0.31σ |