Statistical Profile — CALLAHAN EYE FOUNDATION HOSP
CCN 010018 | JEFFERSON, AL | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
6
Beds
$92.4M
Net Revenue
0.8%
Op Margin
16.6%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Revenue per Bed: +7.2σ above national mean
- Expense per Bed: +5.7σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and AL (n=115) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | AL Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 6 | 63 | 53 | -0.70σ | P0 ▼ | P0 ▼ |
| Net Patient Revenue | $92.4M | $59.7M | $33.0M | -0.27σ | P59 | P69 |
| Operating Expenses | $91.7M | $62.7M | $35.6M | -0.28σ | P58 | P68 |
| Net Income | 733,823 | $-2.1M | $-3.0M | +0.09σ | P67 | P75 |
| Gross Patient Revenue | $299.4M | $186.6M | $125.2M | -0.31σ | P58 | P61 |
| Total Patient Days | 363 | 12,073 | 8,479 | -0.61σ | P2 ▼ | P1 ▼ |
| Medicare Day % | 19.8% | 30.9% | 27.7% | -0.71σ | P23 | P23 |
| Medicaid Day % | 4.7% | 5.1% | 13.9% | -0.38σ | P47 | P7 ▼ |
| Operating Margin | 0.8% | -4.8% | -8.5% | +0.36σ | P64 | P73 |
| Revenue per Bed | $15.4M | $1.2M | 597,590 | +7.20σ | P100 ▲ | P99 ▲ |
| Occupancy Rate | 16.6% | 53.7% | 41.0% | -1.39σ | P10 | P9 ▼ |
| Commercial Payer % | 75.5% | 61.2% | 55.6% | +0.80σ | P81 | P92 ▲ |
| Net-to-Gross Ratio | 30.9% | 33.3% | 30.6% | -0.36σ | P45 | P52 |
| Expense per Bed | $15.3M | $1.2M | 673,922 | +5.67σ | P100 ▲ | P99 ▲ |
| Revenue per Patient Day | 254,644 | 7,054 | 4,552 | +0.88σ | P100 ▲ | P99 ▲ |
| Payer Diversity Index | 0.389 | 0.473 | 0.525 | -0.34σ | P25 | P10 ▼ |
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% | $92.4M | $-23.4M | +0.45σ |
| Operating Margin | 2.1% | 0.0079 | -0.0451 | +0.28σ |
| Occupancy Rate | 44.3% | 0.1658 | 0.5692 | -2.21σ |
| Revenue Per Bed | 2.6% | $15.4M | $1.7M | +7.16σ |
| Net To Gross Ratio | 22.4% | 0.3087 | 0.3375 | -0.17σ |