Statistical Profile — IZARD REGIONAL HOSPITAL
CCN 041306 | IZARD, AR | 4 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$2.1M
Net Revenue
-50.0%
Op Margin
234.6%
Occupancy
4
Outlier Flags
Statistical Outliers (4)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicare Day %: +2.4σ above national mean
- Operating Margin: -2.2σ below national mean
- Occupancy Rate: +7.2σ above national mean
- Commercial Payer %: -2.5σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and AR (n=108) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | AR Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 47 | -0.59σ | P16 | P15 |
| Net Patient Revenue | $2.1M | $59.7M | $24.9M | -0.47σ | P1 ▼ | P1 ▼ |
| Operating Expenses | $3.9M | $62.7M | $24.3M | -0.46σ | P1 ▼ | P1 ▼ |
| Net Income | $-1.8M | $-2.1M | $-1.4M | +0.07σ | P52 | P47 |
| Gross Patient Revenue | $4.0M | $186.6M | $69.6M | -0.46σ | P1 ▼ | P1 ▼ |
| Total Patient Days | 251 | 12,073 | 5,948 | -0.61σ | P1 ▼ | P1 ▼ |
| Medicare Day % | 82.5% | 30.9% | 38.2% | +2.43σ | P98 ▲ | P96 ▲ |
| Medicaid Day % | 10.0% | 5.1% | 8.8% | +0.04σ | P72 | P56 |
| Operating Margin | -50.0% | -4.8% | -7.6% | -2.17σ | P0 ▼ | P0 ▼ |
| Revenue per Bed | 84,426 | $1.2M | 688,471 | -0.72σ | P1 ▼ | P1 ▼ |
| Occupancy Rate | 2.3% | 53.7% | 46.1% | +7.20σ | P100 ▲ | P99 ▲ |
| Commercial Payer % | 7.6% | 61.2% | 53.3% | -2.51σ | P1 ▼ | P1 ▼ |
| Net-to-Gross Ratio | 52.5% | 33.3% | 33.3% | +0.67σ | P77 | P87 |
| Expense per Bed | 156,024 | $1.2M | 760,314 | -0.58σ | P2 ▼ | P2 ▼ |
| Revenue per Patient Day | 8,409 | 7,054 | 5,419 | -0.04σ | P58 | P72 |
| Payer Diversity Index | 0.304 | 0.473 | 0.519 | -0.93σ | P14 | P8 ▼ |
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% | $2.1M | $20.5M | -0.07σ |
| Operating Margin | 2.1% | -0.5000 | -0.1085 | -2.06σ |
| Occupancy Rate | 44.3% | 2.3458 | 0.2764 | +11.34σ |
| Revenue Per Bed | 2.6% | 84,426 | $1.4M | -0.69σ |
| Net To Gross Ratio | 22.4% | 0.5247 | 0.6228 | -0.57σ |