Statistical Profile — AD HOSPITAL EAST LLC
CCN 670102 | HARRIS, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
159
Beds
$24.7M
Net Revenue
-50.0%
Op Margin
10.4%
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.
- Operating Margin: -2.2σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and TX (n=583) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | TX Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 159 | 63 | 54 | +0.14σ | P74 | P76 |
| Net Patient Revenue | $24.7M | $59.7M | $36.3M | -0.42σ | P28 | P38 |
| Operating Expenses | $72.2M | $62.7M | $37.1M | -0.32σ | P53 | P64 |
| Net Income | $-47.5M | $-2.1M | -315,113 | -0.24σ | P10 | P5 ▼ |
| Gross Patient Revenue | $554.8M | $186.6M | $134.7M | -0.17σ | P67 | P70 |
| Total Patient Days | 6,033 | 12,073 | 10,290 | -0.50σ | P37 | P38 |
| Medicare Day % | 11.6% | 30.9% | 28.1% | -1.12σ | P13 | P14 |
| Medicaid Day % | 5.6% | 5.1% | 1.9% | -0.30σ | P53 | P74 |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 155,245 | $1.2M | 843,354 | -0.69σ | P3 ▼ | P4 ▼ |
| Occupancy Rate | 10.4% | 53.7% | 52.9% | -1.63σ | P5 ▼ | P10 ▼ |
| Commercial Payer % | 82.7% | 61.2% | 69.3% | +1.15σ | P88 | P81 |
| Net-to-Gross Ratio | 4.4% | 33.3% | 28.5% | -1.63σ | P0 ▼ | P0 ▼ |
| Expense per Bed | 454,168 | $1.2M | 933,465 | -0.46σ | P19 | P26 |
| Revenue per Patient Day | 4,091 | 7,054 | 5,735 | -0.06σ | P26 | P34 |
| Payer Diversity Index | 0.299 | 0.473 | 0.412 | -0.97σ | P14 | P22 |
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% | $24.7M | $-44.0M | +0.27σ |
| Operating Margin | 2.1% | -0.5000 | -0.0568 | -2.33σ |
| Occupancy Rate | 44.3% | 0.1040 | 0.3414 | -1.30σ |
| Revenue Per Bed | 2.6% | 155,245 | 946,732 | -0.41σ |
| Net To Gross Ratio | 22.4% | 0.0445 | 0.1975 | -0.88σ |