Statistical Profile — FOUR WINDS OF SARATOGA INC.
CCN 334049 | WESTCHESTER, NY | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
88
Beds
$36.8M
Net Revenue
1.3%
Op Margin
98.0%
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.
- Medicaid Day %: +3.0σ 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 | 88 | 63 | 167 | -0.25σ | P57 | P28 |
| Net Patient Revenue | $36.8M | $59.7M | $214.1M | -0.39σ | P39 | P11 |
| Operating Expenses | $36.4M | $62.7M | $199.0M | -0.39σ | P37 | P10 ▼ |
| Net Income | 476,394 | $-2.1M | $-34.8M | +0.09σ | P66 | P92 ▲ |
| Gross Patient Revenue | $58.7M | $186.6M | $749.0M | -0.43σ | P28 | P8 ▼ |
| Total Patient Days | 31,485 | 12,073 | 40,924 | -0.00σ | P71 | P42 |
| Medicare Day % | 2.4% | 30.9% | 26.8% | -1.58σ | P3 ▼ | P8 ▼ |
| Medicaid Day % | 48.0% | 5.1% | 4.6% | +3.05σ | P98 ▲ | P98 ▲ |
| Operating Margin | 1.3% | -4.8% | -17.5% | +0.39σ | P65 | P91 ▲ |
| Revenue per Bed | 418,579 | $1.2M | $1.5M | -0.55σ | P18 | P4 ▼ |
| Occupancy Rate | 98.0% | 53.7% | 67.3% | +1.82σ | P99 ▲ | P95 ▲ |
| Commercial Payer % | 49.6% | 61.2% | 66.7% | -0.46σ | P30 | P14 |
| Net-to-Gross Ratio | 62.8% | 33.3% | 35.0% | +1.16σ | P87 | P97 ▲ |
| Expense per Bed | 413,166 | $1.2M | $1.7M | -0.48σ | P16 | P11 |
| Revenue per Patient Day | 1,170 | 7,054 | 6,862 | -0.07σ | P7 ▼ | P1 ▼ |
| Payer Diversity Index | 0.523 | 0.473 | 0.458 | +0.60σ | P76 | P82 |
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% | $36.8M | $195.2M | -0.62σ |
| Operating Margin | 2.1% | 0.0129 | -0.1158 | +0.68σ |
| Occupancy Rate | 44.3% | 0.9802 | 0.6969 | +1.55σ |
| Revenue Per Bed | 2.6% | 418,579 | $1.6M | -0.64σ |
| Net To Gross Ratio | 22.4% | 0.6280 | 0.4818 | +0.84σ |