Statistical Profile — ARBUCKLE MEMORIAL HOSPITAL
CCN 371328 | MURRAY, OK | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$20.5M
Net Revenue
-7.0%
Op Margin
58.3%
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.
- Medicare Day %: +2.7σ above national mean
- Commercial Payer %: -2.4σ below national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OK (n=147) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OK Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 25 | 63 | 36 | -0.59σ | P16 | P20 |
| Net Patient Revenue | $20.5M | $59.7M | $24.2M | -0.43σ | P23 | P45 |
| Operating Expenses | $21.9M | $62.7M | $27.4M | -0.42σ | P22 | P43 |
| Net Income | $-1.4M | $-2.1M | $-2.4M | +0.08σ | P54 | P57 |
| Gross Patient Revenue | $41.5M | $186.6M | $67.3M | -0.44σ | P21 | P36 |
| Total Patient Days | 5,318 | 12,073 | 4,669 | -0.51σ | P35 | P55 |
| Medicare Day % | 87.2% | 30.9% | 42.3% | +2.66σ | P99 ▲ | P97 ▲ |
| Medicaid Day % | 2.4% | 5.1% | 16.5% | -0.56σ | P29 | P17 |
| Operating Margin | -7.0% | -4.8% | -8.8% | -0.03σ | P44 | P54 |
| Revenue per Bed | 819,871 | $1.2M | 791,494 | -0.34σ | P36 | P53 |
| Occupancy Rate | 58.3% | 53.7% | 37.9% | +0.25σ | P56 | P72 |
| Commercial Payer % | 10.5% | 61.2% | 37.2% | -2.37σ | P1 ▼ | P3 ▼ |
| Net-to-Gross Ratio | 49.4% | 33.3% | 28.3% | +0.52σ | P74 | P79 |
| Expense per Bed | 877,420 | $1.2M | 891,796 | -0.29σ | P36 | P48 |
| Revenue per Patient Day | 3,854 | 7,054 | 6,241 | -0.06σ | P25 | P26 |
| Payer Diversity Index | 0.229 | 0.473 | 0.552 | -1.46σ | P10 | P7 ▼ |
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% | $20.5M | $66.8M | -0.18σ |
| Operating Margin | 2.1% | -0.0702 | -0.0842 | +0.07σ |
| Occupancy Rate | 44.3% | 0.5828 | 0.2756 | +1.68σ |
| Revenue Per Bed | 2.6% | 819,871 | $1.5M | -0.35σ |
| Net To Gross Ratio | 22.4% | 0.4942 | 0.5810 | -0.50σ |