Statistical Profile — JASPER MEMORIAL HOSPITAL
CCN 450573 | JASPER, TX | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
40
Beds
$36.8M
Net Revenue
21.4%
Op Margin
12.9%
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 | 40 | 63 | 54 | -0.51σ | P36 | P38 |
| Net Patient Revenue | $36.8M | $59.7M | $36.3M | -0.39σ | P39 | P50 |
| Operating Expenses | $28.9M | $62.7M | $37.1M | -0.41σ | P31 | P41 |
| Net Income | $7.9M | $-2.1M | -315,113 | +0.14σ | P83 | P76 |
| Gross Patient Revenue | $130.1M | $186.6M | $134.7M | -0.40σ | P43 | P49 |
| Total Patient Days | 1,883 | 12,073 | 10,290 | -0.58σ | P15 | P22 |
| Medicare Day % | 28.8% | 30.9% | 28.1% | -0.26σ | P45 | P51 |
| Medicaid Day % | 10.1% | 5.1% | 1.9% | +0.05σ | P72 | P88 |
| Operating Margin | 21.4% | -4.8% | -0.7% | +1.39σ | P94 ▲ | P88 |
| Revenue per Bed | 920,312 | $1.2M | 843,354 | -0.29σ | P40 | P54 |
| Occupancy Rate | 12.9% | 53.7% | 52.9% | -1.53σ | P7 ▼ | P13 |
| Commercial Payer % | 61.0% | 61.2% | 69.3% | +0.09σ | P50 | P37 |
| Net-to-Gross Ratio | 28.3% | 33.3% | 28.5% | -0.49σ | P38 | P50 |
| Expense per Bed | 723,645 | $1.2M | 933,465 | -0.35σ | P31 | P41 |
| Revenue per Patient Day | 19,550 | 7,054 | 5,735 | -0.00σ | P88 | P87 |
| Payer Diversity Index | 0.534 | 0.473 | 0.412 | +0.68σ | P80 | P97 ▲ |
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% | $36.8M | $-15.1M | +0.20σ |
| Operating Margin | 2.1% | 0.2137 | -0.0657 | +1.47σ |
| Occupancy Rate | 44.3% | 0.1290 | 0.4675 | -1.86σ |
| Revenue Per Bed | 2.6% | 920,312 | $1.5M | -0.28σ |
| Net To Gross Ratio | 22.4% | 0.2830 | 0.3743 | -0.53σ |