Statistical Profile — KNAPP MEDICAL CENTER
CCN 450128 | HIDALGO, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
162
Beds
$97.9M
Net Revenue
-0.9%
Op Margin
44.2%
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 | 162 | 63 | 54 | +0.16σ | P74 | P77 |
| Net Patient Revenue | $97.9M | $59.7M | $36.3M | -0.26σ | P60 | P69 |
| Operating Expenses | $98.8M | $62.7M | $37.1M | -0.26σ | P59 | P69 |
| Net Income | -913,044 | $-2.1M | -315,113 | +0.08σ | P57 | P46 |
| Gross Patient Revenue | $611.1M | $186.6M | $134.7M | -0.14σ | P68 | P72 |
| Total Patient Days | 26,134 | 12,073 | 10,290 | -0.10σ | P67 | P72 |
| Medicare Day % | 14.6% | 30.9% | 28.1% | -0.97σ | P16 | P18 |
| Medicaid Day % | 9.6% | 5.1% | 1.9% | +0.01σ | P71 | P87 |
| Operating Margin | -0.9% | -4.8% | -0.7% | +0.28σ | P60 | P49 |
| Revenue per Bed | 604,521 | $1.2M | 843,354 | -0.45σ | P28 | P40 |
| Occupancy Rate | 44.2% | 53.7% | 52.9% | -0.30σ | P39 | P41 |
| Commercial Payer % | 75.8% | 61.2% | 69.3% | +0.81σ | P81 | P67 |
| Net-to-Gross Ratio | 16.0% | 33.3% | 28.5% | -1.07σ | P10 ▼ | P19 |
| Expense per Bed | 610,157 | $1.2M | 933,465 | -0.40σ | P26 | P36 |
| Revenue per Patient Day | 3,747 | 7,054 | 5,735 | -0.06σ | P24 | P32 |
| Payer Diversity Index | 0.395 | 0.473 | 0.412 | -0.29σ | P26 | P44 |
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% | $97.9M | $142.1M | -0.17σ |
| Operating Margin | 2.1% | -0.0093 | -0.0601 | +0.27σ |
| Occupancy Rate | 44.3% | 0.4420 | 0.4835 | -0.23σ |
| Revenue Per Bed | 2.6% | 604,521 | $1.3M | -0.38σ |
| Net To Gross Ratio | 22.4% | 0.1603 | 0.2808 | -0.70σ |