Statistical Profile — KIRBY FORENSIC P.C.
CCN 334060 | NEW YORK, NY | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
207
Beds
—
Net Revenue
nan%
Op Margin
99.4%
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.
- Payer Diversity Index: -2.6σ 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 | 207 | 63 | 167 | +0.40σ | P80 | P60 |
| Operating Expenses | $76.4M | $62.7M | $199.0M | -0.31σ | P54 | P24 |
| Net Income | $-76.4M | $-2.1M | $-34.8M | -0.44σ | P6 ▼ | P28 |
| Total Patient Days | 75,074 | 12,073 | 40,924 | +0.85σ | P88 | P71 |
| Medicare Day % | 0.1% | 30.9% | 26.8% | -1.70σ | P0 ▼ | P0 ▼ |
| Medicaid Day % | 3.4% | 5.1% | 4.6% | -0.48σ | P38 | P37 |
| Occupancy Rate | 99.4% | 53.7% | 67.3% | +1.87σ | P99 ▲ | P97 ▲ |
| Commercial Payer % | 96.6% | 61.2% | 66.7% | +1.83σ | P97 ▲ | P94 ▲ |
| Expense per Bed | 369,169 | $1.2M | $1.7M | -0.50σ | P13 | P8 ▼ |
| Payer Diversity Index | 0.066 | 0.473 | 0.458 | -2.59σ | P4 ▼ | P6 ▼ |
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 |
|---|---|---|---|---|
| Occupancy Rate | 44.3% | 0.9936 | 0.7792 | +1.17σ |