Statistical Profile — HANSFORD COUNTY HOSPITAL DISTRICT
CCN 451344 | HANSFORD, TX | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
14
Beds
$16.0M
Net Revenue
-50.0%
Op Margin
22.4%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
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 below national mean
- Net-to-Gross Ratio: +2.1σ 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 | 14 | 63 | 54 | -0.65σ | P4 ▼ | P4 ▼ |
| Net Patient Revenue | $16.0M | $59.7M | $36.3M | -0.44σ | P17 | P25 |
| Operating Expenses | $25.2M | $62.7M | $37.1M | -0.41σ | P26 | P38 |
| Net Income | $-9.2M | $-2.1M | -315,113 | +0.02σ | P29 | P18 |
| Gross Patient Revenue | $19.3M | $186.6M | $134.7M | -0.46σ | P8 ▼ | P11 |
| Total Patient Days | 1,143 | 12,073 | 10,290 | -0.59σ | P9 ▼ | P14 |
| Medicare Day % | 63.3% | 30.9% | 28.1% | +1.47σ | P90 | P87 |
| Operating Margin | -50.0% | -4.8% | -0.7% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | $1.1M | $1.2M | 843,354 | -0.17σ | P48 | P61 |
| Occupancy Rate | 22.4% | 53.7% | 52.9% | -1.16σ | P16 | P24 |
| Commercial Payer % | 36.7% | 61.2% | 69.3% | -1.09σ | P15 | P12 |
| Net-to-Gross Ratio | 83.2% | 33.3% | 28.5% | +2.14σ | P96 ▲ | P95 ▲ |
| Expense per Bed | $1.8M | $1.2M | 933,465 | +0.09σ | P70 | P82 |
| Revenue per Patient Day | 14,035 | 7,054 | 5,735 | -0.02σ | P79 | P79 |
| Payer Diversity Index | 0.464 | 0.473 | 0.412 | +0.19σ | P46 | P68 |
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% | $16.0M | nan | +nanσ |
| Operating Margin | 2.1% | -0.5000 | nan | +nanσ |
| Occupancy Rate | 44.3% | 0.2237 | nan | +nanσ |
| Revenue Per Bed | 2.6% | $1.1M | nan | +nanσ |
| Net To Gross Ratio | 22.4% | 0.8321 | nan | +nanσ |