Statistical Profile — OAKBEND MEDICAL CENTER
CCN 450330 | FORT BEND, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
158
Beds
$140.0M
Net Revenue
-12.5%
Op Margin
23.5%
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 | 158 | 63 | 54 | +0.13σ | P73 | P76 |
| Net Patient Revenue | $140.0M | $59.7M | $36.3M | -0.17σ | P67 | P74 |
| Operating Expenses | $157.6M | $62.7M | $37.1M | -0.14σ | P69 | P77 |
| Net Income | $-17.6M | $-2.1M | -315,113 | -0.04σ | P21 | P11 |
| Gross Patient Revenue | $609.9M | $186.6M | $134.7M | -0.15σ | P68 | P72 |
| Total Patient Days | 13,542 | 12,073 | 10,290 | -0.35σ | P52 | P56 |
| Medicare Day % | 18.1% | 30.9% | 28.1% | -0.80σ | P20 | P25 |
| Medicaid Day % | 7.0% | 5.1% | 1.9% | -0.20σ | P61 | P78 |
| Operating Margin | -12.5% | -4.8% | -0.7% | -0.30σ | P32 | P33 |
| Revenue per Bed | 886,013 | $1.2M | 843,354 | -0.31σ | P39 | P52 |
| Occupancy Rate | 23.5% | 53.7% | 52.9% | -1.12σ | P18 | P25 |
| Commercial Payer % | 75.0% | 61.2% | 69.3% | +0.77σ | P80 | P64 |
| Net-to-Gross Ratio | 23.0% | 33.3% | 28.5% | -0.74σ | P25 | P36 |
| Expense per Bed | 997,159 | $1.2M | 933,465 | -0.24σ | P40 | P53 |
| Revenue per Patient Day | 10,337 | 7,054 | 5,735 | -0.04σ | P67 | P71 |
| Payer Diversity Index | 0.400 | 0.473 | 0.412 | -0.25σ | P27 | P47 |
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% | $140.0M | $32.1M | +0.42σ |
| Operating Margin | 2.1% | -0.1254 | -0.0604 | -0.34σ |
| Occupancy Rate | 44.3% | 0.2348 | 0.3774 | -0.78σ |
| Revenue Per Bed | 2.6% | 886,013 | $1.1M | -0.11σ |
| Net To Gross Ratio | 22.4% | 0.2295 | 0.2484 | -0.11σ |