Statistical Profile — LAKE GRANBURY MEDICAL CENTER
CCN 450596 | HOOD, TX | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
53
Beds
$181.6M
Net Revenue
38.5%
Op Margin
70.0%
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.
- Operating Margin: +2.2σ above 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 | 53 | 63 | 54 | -0.44σ | P46 | P49 |
| Net Patient Revenue | $181.6M | $59.7M | $36.3M | -0.08σ | P71 | P78 |
| Operating Expenses | $111.7M | $62.7M | $37.1M | -0.24σ | P62 | P72 |
| Net Income | $69.8M | $-2.1M | -315,113 | +0.57σ | P96 ▲ | P93 ▲ |
| Gross Patient Revenue | $1.20B | $186.6M | $134.7M | +0.17σ | P79 | P79 |
| Total Patient Days | 13,534 | 12,073 | 10,290 | -0.35σ | P52 | P56 |
| Medicare Day % | 30.2% | 30.9% | 28.1% | -0.19σ | P48 | P54 |
| Medicaid Day % | 5.2% | 5.1% | 1.9% | -0.34σ | P51 | P72 |
| Operating Margin | 38.5% | -4.8% | -0.7% | +2.24σ | P99 ▲ | P98 ▲ |
| Revenue per Bed | $3.4M | $1.2M | 843,354 | +1.00σ | P94 ▲ | P94 ▲ |
| Occupancy Rate | 70.0% | 53.7% | 52.9% | +0.71σ | P72 | P72 |
| Commercial Payer % | 64.6% | 61.2% | 69.3% | +0.27σ | P58 | P41 |
| Net-to-Gross Ratio | 15.1% | 33.3% | 28.5% | -1.12σ | P9 ▼ | P17 |
| Expense per Bed | $2.1M | $1.2M | 933,465 | +0.22σ | P78 | P87 |
| Revenue per Patient Day | 13,416 | 7,054 | 5,735 | -0.02σ | P77 | P78 |
| Payer Diversity Index | 0.489 | 0.473 | 0.412 | +0.36σ | P57 | P79 |
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% | $181.6M | $91.2M | +0.35σ |
| Operating Margin | 2.1% | 0.3846 | -0.0507 | +2.29σ |
| Occupancy Rate | 44.3% | 0.6996 | 0.5453 | +0.85σ |
| Revenue Per Bed | 2.6% | $3.4M | $1.7M | +0.91σ |
| Net To Gross Ratio | 22.4% | 0.1508 | 0.3683 | -1.25σ |