Statistical Profile — SARATOGA HOSPITAL
CCN 330222 | SARATOGA, NY | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
171
Beds
$431.9M
Net Revenue
-12.3%
Op Margin
92.6%
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 | 171 | 63 | 167 | +0.21σ | P75 | P50 |
| Net Patient Revenue | $431.9M | $59.7M | $214.1M | +0.45σ | P86 | P70 |
| Operating Expenses | $484.9M | $62.7M | $199.0M | +0.53σ | P88 | P69 |
| Net Income | $-52.9M | $-2.1M | $-34.8M | -0.28σ | P9 ▼ | P37 |
| Gross Patient Revenue | $1.84B | $186.6M | $749.0M | +0.50σ | P86 | P78 |
| Total Patient Days | 57,808 | 12,073 | 40,924 | +0.51σ | P83 | P64 |
| Medicare Day % | 28.5% | 30.9% | 26.8% | -0.28σ | P44 | P54 |
| Medicaid Day % | 2.1% | 5.1% | 4.6% | -0.58σ | P26 | P21 |
| Operating Margin | -12.3% | -4.8% | -17.5% | -0.29σ | P32 | P63 |
| Revenue per Bed | $2.5M | $1.2M | $1.5M | +0.54σ | P86 | P84 |
| Occupancy Rate | 92.6% | 53.7% | 67.3% | +1.61σ | P97 ▲ | P90 |
| Commercial Payer % | 69.5% | 61.2% | 66.7% | +0.50σ | P68 | P60 |
| Net-to-Gross Ratio | 23.5% | 33.3% | 35.0% | -0.72σ | P26 | P15 |
| Expense per Bed | $2.8M | $1.2M | $1.7M | +0.52σ | P88 | P82 |
| Revenue per Patient Day | 7,472 | 7,054 | 6,862 | -0.05σ | P53 | P56 |
| Payer Diversity Index | 0.436 | 0.473 | 0.458 | -0.01σ | P36 | P39 |
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% | $431.9M | $469.8M | -0.15σ |
| Operating Margin | 2.1% | -0.1225 | -0.0314 | -0.48σ |
| Occupancy Rate | 44.3% | 0.9262 | 0.7151 | +1.16σ |
| Revenue Per Bed | 2.6% | $2.5M | $2.0M | +0.26σ |
| Net To Gross Ratio | 22.4% | 0.2350 | 0.3423 | -0.62σ |