Statistical Profile — CHAMBERS MEMORIAL HOSPITAL
CCN 040011 | YELL, AR | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
30
Beds
$21.0M
Net Revenue
-11.5%
Op Margin
44.2%
Occupancy
0
Outlier Flags
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 | 30 | 63 | 47 | -0.57σ | P31 | P42 |
| Net Patient Revenue | $21.0M | $59.7M | $24.9M | -0.43σ | P23 | P46 |
| Operating Expenses | $23.4M | $62.7M | $24.3M | -0.42σ | P24 | P47 |
| Net Income | $-2.4M | $-2.1M | $-1.4M | +0.07σ | P48 | P43 |
| Gross Patient Revenue | $53.0M | $186.6M | $69.6M | -0.44σ | P26 | P40 |
| Total Patient Days | 4,845 | 12,073 | 5,948 | -0.52σ | P33 | P44 |
| Medicare Day % | 51.9% | 30.9% | 38.2% | +0.90σ | P82 | P74 |
| Medicaid Day % | 11.5% | 5.1% | 8.8% | +0.16σ | P76 | P64 |
| Operating Margin | -11.5% | -4.8% | -7.6% | -0.25σ | P34 | P46 |
| Revenue per Bed | 698,968 | $1.2M | 688,471 | -0.41σ | P32 | P50 |
| Occupancy Rate | 44.2% | 53.7% | 46.1% | -0.30σ | P39 | P46 |
| Commercial Payer % | 36.5% | 61.2% | 53.3% | -1.10σ | P15 | P17 |
| Net-to-Gross Ratio | 39.6% | 33.3% | 33.3% | +0.05σ | P61 | P61 |
| Expense per Bed | 779,135 | $1.2M | 760,314 | -0.33σ | P33 | P52 |
| Revenue per Patient Day | 4,328 | 7,054 | 5,419 | -0.06σ | P27 | P34 |
| Payer Diversity Index | 0.584 | 0.473 | 0.519 | +1.03σ | P90 ▲ | P86 |
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% | $21.0M | $36.3M | -0.06σ |
| Operating Margin | 2.1% | -0.1147 | -0.0806 | -0.18σ |
| Occupancy Rate | 44.3% | 0.4425 | 0.4113 | +0.17σ |
| Revenue Per Bed | 2.6% | 698,968 | $1.5M | -0.42σ |
| Net To Gross Ratio | 22.4% | 0.3959 | 0.4834 | -0.50σ |