Statistical Profile — RAY COUNTY MEMORIAL HOSPITAL
CCN 261327 | RAY, MO | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$24.3M
Net Revenue
-9.3%
Op Margin
17.7%
Occupancy
0
Outlier Flags
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and MO (n=138) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | MO Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 60 | -0.59σ | P16 | P10 |
| Net Patient Revenue | $24.3M | $59.7M | $64.4M | -0.42σ | P28 | P25 |
| Operating Expenses | $26.6M | $62.7M | $68.5M | -0.41σ | P28 | P24 |
| Net Income | $-2.3M | $-2.1M | $-1.9M | +0.07σ | P49 | P48 |
| Gross Patient Revenue | $39.7M | $186.6M | $182.7M | -0.44σ | P20 | P18 |
| Total Patient Days | 1,619 | 12,073 | 12,943 | -0.58σ | P13 | P10 ▼ |
| Medicare Day % | 57.6% | 30.9% | 30.6% | +1.18σ | P86 | P90 |
| Medicaid Day % | 4.0% | 5.1% | 7.7% | -0.43σ | P43 | P21 |
| Operating Margin | -9.3% | -4.8% | -6.2% | -0.14σ | P39 | P40 |
| Revenue per Bed | 973,631 | $1.2M | $1.2M | -0.26σ | P42 | P37 |
| Occupancy Rate | 17.7% | 53.7% | 50.1% | -1.34σ | P11 | P7 ▼ |
| Commercial Payer % | 38.4% | 61.2% | 59.9% | -1.01σ | P16 | P13 |
| Net-to-Gross Ratio | 61.3% | 33.3% | 33.2% | +1.09σ | P85 | P87 |
| Expense per Bed | $1.1M | $1.2M | $1.2M | -0.21σ | P43 | P43 |
| Revenue per Patient Day | 15,034 | 7,054 | 7,649 | -0.02σ | P81 | P86 |
| Payer Diversity Index | 0.519 | 0.473 | 0.518 | +0.57σ | P74 | P51 |
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% | $24.3M | $4.4M | +0.08σ |
| Operating Margin | 2.1% | -0.0929 | -0.0730 | -0.10σ |
| Occupancy Rate | 44.3% | 0.1774 | 0.3640 | -1.02σ |
| Revenue Per Bed | 2.6% | 973,631 | $1.5M | -0.26σ |
| Net To Gross Ratio | 22.4% | 0.6128 | 0.4750 | +0.80σ |