Statistical Profile — CIMARRON MEMORIAL HOSPITAL
CCN 371307 | BEE, OK | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
25
Beds
$3.6M
Net Revenue
-16.7%
Op Margin
8.8%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
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 %: +3.2σ above national mean
- Commercial Payer %: -2.8σ below national mean
- Payer Diversity Index: -2.8σ 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 | $3.6M | $59.7M | $24.2M | -0.46σ | P2 ▼ | P2 ▼ |
| Operating Expenses | $4.2M | $62.7M | $27.4M | -0.46σ | P1 ▼ | P1 ▼ |
| Net Income | -597,840 | $-2.1M | $-2.4M | +0.08σ | P60 | P65 |
| Gross Patient Revenue | $5.8M | $186.6M | $67.3M | -0.46σ | P1 ▼ | P1 ▼ |
| Total Patient Days | 802 | 12,073 | 4,669 | -0.60σ | P5 ▼ | P8 ▼ |
| Medicare Day % | 98.1% | 30.9% | 42.3% | +3.21σ | P100 ▲ | P99 ▲ |
| Medicaid Day % | 1.0% | 5.1% | 16.5% | -0.67σ | P15 | P8 ▼ |
| Operating Margin | -16.7% | -4.8% | -8.8% | -0.51σ | P25 | P38 |
| Revenue per Bed | 143,398 | $1.2M | 791,494 | -0.69σ | P3 ▼ | P3 ▼ |
| Occupancy Rate | 8.8% | 53.7% | 37.9% | -1.69σ | P3 ▼ | P4 ▼ |
| Commercial Payer % | 0.9% | 61.2% | 37.2% | -2.84σ | P0 ▼ | P0 ▼ |
| Net-to-Gross Ratio | 61.4% | 33.3% | 28.3% | +1.09σ | P85 | P87 |
| Expense per Bed | 167,312 | $1.2M | 891,796 | -0.58σ | P2 ▼ | P1 ▼ |
| Revenue per Patient Day | 4,470 | 7,054 | 6,241 | -0.06σ | P28 | P32 |
| Payer Diversity Index | 0.037 | 0.473 | 0.552 | -2.80σ | P3 ▼ | P3 ▼ |
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% | $3.6M | $19.3M | -0.06σ |
| Operating Margin | 2.1% | -0.1668 | -0.0986 | -0.36σ |
| Occupancy Rate | 44.3% | 0.0879 | 0.1639 | -0.42σ |
| Revenue Per Bed | 2.6% | 143,398 | $1.3M | -0.61σ |
| Net To Gross Ratio | 22.4% | 0.6135 | 0.6282 | -0.08σ |