Statistical Profile — HARPER COUNTY COMMUNITY HOSPITAL
CCN 371324 | HARPER, OK | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
15
Beds
$4.3M
Net Revenue
-28.1%
Op Margin
11.7%
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.
- Medicare Day %: +2.1σ 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 | 15 | 63 | 36 | -0.65σ | P5 ▼ | P8 ▼ |
| Net Patient Revenue | $4.3M | $59.7M | $24.2M | -0.46σ | P2 ▼ | P4 ▼ |
| Operating Expenses | $5.6M | $62.7M | $27.4M | -0.45σ | P2 ▼ | P2 ▼ |
| Net Income | $-1.2M | $-2.1M | $-2.4M | +0.08σ | P55 | P59 |
| Gross Patient Revenue | $7.6M | $186.6M | $67.3M | -0.46σ | P2 ▼ | P2 ▼ |
| Total Patient Days | 640 | 12,073 | 4,669 | -0.60σ | P4 ▼ | P5 ▼ |
| Medicare Day % | 75.6% | 30.9% | 42.3% | +2.09σ | P96 ▲ | P89 |
| Medicaid Day % | 0.6% | 5.1% | 16.5% | -0.70σ | P10 ▼ | P3 ▼ |
| Operating Margin | -28.1% | -4.8% | -8.8% | -1.07σ | P14 | P18 |
| Revenue per Bed | 289,635 | $1.2M | 791,494 | -0.62σ | P10 | P14 |
| Occupancy Rate | 11.7% | 53.7% | 37.9% | -1.58σ | P6 ▼ | P7 ▼ |
| Commercial Payer % | 23.8% | 61.2% | 37.2% | -1.72σ | P6 ▼ | P18 |
| Net-to-Gross Ratio | 57.4% | 33.3% | 28.3% | +0.90σ | P82 | P84 |
| Expense per Bed | 370,885 | $1.2M | 891,796 | -0.50σ | P14 | P17 |
| Revenue per Patient Day | 6,788 | 7,054 | 6,241 | -0.05σ | P48 | P56 |
| Payer Diversity Index | 0.372 | 0.473 | 0.552 | -0.45σ | P22 | P14 |
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% | $4.3M | $7.5M | -0.01σ |
| Operating Margin | 2.1% | -0.2805 | -0.0801 | -1.06σ |
| Occupancy Rate | 44.3% | 0.1169 | 0.2895 | -0.95σ |
| Revenue Per Bed | 2.6% | 289,635 | $1.5M | -0.61σ |
| Net To Gross Ratio | 22.4% | 0.5740 | 0.5423 | +0.18σ |