Statistical Profile — LAMB HEALTHCARE CENTER
CCN 450698 | LAMB, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
42
Beds
$7.6M
Net Revenue
-50.0%
Op Margin
7.4%
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 | 42 | 63 | 54 | -0.50σ | P39 | P42 |
| Net Patient Revenue | $7.6M | $59.7M | $36.3M | -0.45σ | P5 ▼ | P7 ▼ |
| Operating Expenses | $13.8M | $62.7M | $37.1M | -0.44σ | P11 | P16 |
| Net Income | $-6.1M | $-2.1M | -315,113 | +0.04σ | P35 | P24 |
| Gross Patient Revenue | $18.8M | $186.6M | $134.7M | -0.46σ | P8 ▼ | P10 |
| Total Patient Days | 1,135 | 12,073 | 10,290 | -0.59σ | P9 ▼ | P14 |
| Medicare Day % | 32.0% | 30.9% | 28.1% | -0.10σ | P53 | P57 |
| Medicaid Day % | 12.0% | 5.1% | 1.9% | +0.20σ | P76 | P93 ▲ |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 181,997 | $1.2M | 843,354 | -0.67σ | P4 ▼ | P6 ▼ |
| Occupancy Rate | 7.4% | 53.7% | 52.9% | -1.75σ | P3 ▼ | P5 ▼ |
| Commercial Payer % | 56.0% | 61.2% | 69.3% | -0.15σ | P41 | P32 |
| Net-to-Gross Ratio | 40.7% | 33.3% | 28.5% | +0.10σ | P63 | P70 |
| Expense per Bed | 327,644 | $1.2M | 933,465 | -0.51σ | P11 | P16 |
| Revenue per Patient Day | 6,735 | 7,054 | 5,735 | -0.05σ | P47 | P57 |
| Payer Diversity Index | 0.569 | 0.473 | 0.412 | +0.93σ | P88 | P98 ▲ |
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% | $7.6M | $-20.1M | +0.11σ |
| Operating Margin | 2.1% | -0.5000 | -0.0725 | -2.25σ |
| Occupancy Rate | 44.3% | 0.0740 | 0.4406 | -2.01σ |
| Revenue Per Bed | 2.6% | 181,997 | $1.4M | -0.64σ |
| Net To Gross Ratio | 22.4% | 0.4067 | 0.3926 | +0.08σ |