Statistical Profile — CEDAR RIDGE HOSPITAL
CCN 374023 | OKLAHOMA, OK | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
116
Beds
$27.3M
Net Revenue
19.2%
Op Margin
67.6%
Occupancy
1
Outlier Flags
Statistical Outliers (1)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicaid Day %: +3.9σ above 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 | 116 | 63 | 36 | -0.10σ | P65 | P85 |
| Net Patient Revenue | $27.3M | $59.7M | $24.2M | -0.41σ | P31 | P51 |
| Operating Expenses | $22.1M | $62.7M | $27.4M | -0.42σ | P23 | P43 |
| Net Income | $5.2M | $-2.1M | $-2.4M | +0.12σ | P80 | P87 |
| Gross Patient Revenue | $44.2M | $186.6M | $67.3M | -0.44σ | P22 | P38 |
| Total Patient Days | 28,616 | 12,073 | 4,669 | -0.06σ | P69 | P89 |
| Medicare Day % | 7.5% | 30.9% | 42.3% | -1.33σ | P8 ▼ | P5 ▼ |
| Medicaid Day % | 58.4% | 5.1% | 16.5% | +3.87σ | P99 ▲ | P95 ▲ |
| Operating Margin | 19.2% | -4.8% | -8.8% | +1.28σ | P92 ▲ | P95 ▲ |
| Revenue per Bed | 235,574 | $1.2M | 791,494 | -0.64σ | P7 ▼ | P10 ▼ |
| Occupancy Rate | 67.6% | 53.7% | 37.9% | +0.62σ | P68 | P78 |
| Commercial Payer % | 34.1% | 61.2% | 37.2% | -1.22σ | P13 | P40 |
| Net-to-Gross Ratio | 61.8% | 33.3% | 28.3% | +1.12σ | P86 | P88 |
| Expense per Bed | 190,404 | $1.2M | 891,796 | -0.57σ | P3 ▼ | P3 ▼ |
| Revenue per Patient Day | 954.9404 | 7,054 | 6,241 | -0.07σ | P5 ▼ | P4 ▼ |
| Payer Diversity Index | 0.537 | 0.473 | 0.552 | +0.70σ | P81 | P45 |
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% | $27.3M | $167.6M | -0.55σ |
| Operating Margin | 2.1% | 0.1917 | -0.1388 | +1.74σ |
| Occupancy Rate | 44.3% | 0.6759 | 0.6009 | +0.41σ |
| Revenue Per Bed | 2.6% | 235,574 | $1.4M | -0.59σ |
| Net To Gross Ratio | 22.4% | 0.6183 | 0.5033 | +0.66σ |