Statistical Profile — MEMORIAL HERMANN KATY
CCN 450847 | nan, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
196
Beds
$381.4M
Net Revenue
13.3%
Op Margin
80.0%
Occupancy
0
Outlier Flags
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 | 196 | 63 | 54 | +0.34σ | P79 | P80 |
| Net Patient Revenue | $381.4M | $59.7M | $36.3M | +0.35σ | P84 | P88 |
| Operating Expenses | $330.8M | $62.7M | $37.1M | +0.21σ | P82 | P87 |
| Net Income | $50.6M | $-2.1M | -315,113 | +0.44σ | P95 ▲ | P91 ▲ |
| Gross Patient Revenue | $1.78B | $186.6M | $134.7M | +0.47σ | P86 | P84 |
| Total Patient Days | 57,236 | 12,073 | 10,290 | +0.50σ | P83 | P84 |
| Medicare Day % | 19.7% | 30.9% | 28.1% | -0.72σ | P23 | P29 |
| Medicaid Day % | 10.9% | 5.1% | 1.9% | +0.11σ | P74 | P92 ▲ |
| Operating Margin | 13.3% | -4.8% | -0.7% | +0.98σ | P87 | P78 |
| Revenue per Bed | $1.9M | $1.2M | 843,354 | +0.24σ | P76 | P87 |
| Occupancy Rate | 80.0% | 53.7% | 52.9% | +1.11σ | P86 | P86 |
| Commercial Payer % | 69.4% | 61.2% | 69.3% | +0.50σ | P68 | P51 |
| Net-to-Gross Ratio | 21.4% | 33.3% | 28.5% | -0.82σ | P21 | P33 |
| Expense per Bed | $1.7M | $1.2M | 933,465 | +0.05σ | P67 | P81 |
| Revenue per Patient Day | 6,664 | 7,054 | 5,735 | -0.05σ | P47 | P56 |
| Payer Diversity Index | 0.467 | 0.473 | 0.412 | +0.21σ | P48 | P70 |
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% | $381.4M | $422.6M | -0.16σ |
| Operating Margin | 2.1% | 0.1327 | -0.0527 | +0.98σ |
| Occupancy Rate | 44.3% | 0.8001 | 0.6641 | +0.74σ |
| Revenue Per Bed | 2.6% | $1.9M | $1.8M | +0.07σ |
| Net To Gross Ratio | 22.4% | 0.2142 | 0.3461 | -0.76σ |