Statistical Profile — HARMON MEMORIAL HOSPITAL
CCN 371338 | nan, OK | 1 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
22
Beds
$6.3M
Net Revenue
-8.6%
Op Margin
21.6%
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.
- Medicare Day %: +2.0σ 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 | 22 | 63 | 36 | -0.61σ | P13 | P16 |
| Net Patient Revenue | $6.3M | $59.7M | $24.2M | -0.46σ | P4 ▼ | P10 ▼ |
| Operating Expenses | $6.9M | $62.7M | $27.4M | -0.45σ | P3 ▼ | P3 ▼ |
| Net Income | -543,680 | $-2.1M | $-2.4M | +0.08σ | P60 | P66 |
| Gross Patient Revenue | $11.0M | $186.6M | $67.3M | -0.46σ | P4 ▼ | P4 ▼ |
| Total Patient Days | 1,731 | 12,073 | 4,669 | -0.58σ | P14 | P20 |
| Medicare Day % | 74.6% | 30.9% | 42.3% | +2.04σ | P96 ▲ | P86 |
| Medicaid Day % | 2.1% | 5.1% | 16.5% | -0.58σ | P26 | P16 |
| Operating Margin | -8.6% | -4.8% | -8.8% | -0.10σ | P40 | P51 |
| Revenue per Bed | 287,807 | $1.2M | 791,494 | -0.62σ | P10 ▼ | P13 |
| Occupancy Rate | 21.6% | 53.7% | 37.9% | -1.19σ | P16 | P27 |
| Commercial Payer % | 23.3% | 61.2% | 37.2% | -1.75σ | P5 ▼ | P17 |
| Net-to-Gross Ratio | 57.6% | 33.3% | 28.3% | +0.91σ | P82 | P85 |
| Expense per Bed | 312,519 | $1.2M | 891,796 | -0.52σ | P10 | P12 |
| Revenue per Patient Day | 3,658 | 7,054 | 6,241 | -0.06σ | P24 | P25 |
| Payer Diversity Index | 0.388 | 0.473 | 0.552 | -0.34σ | P25 | P17 |
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% | $6.3M | $17.1M | -0.04σ |
| Operating Margin | 2.1% | -0.0859 | -0.0812 | -0.02σ |
| Occupancy Rate | 44.3% | 0.2156 | 0.2927 | -0.42σ |
| Revenue Per Bed | 2.6% | 287,807 | $1.4M | -0.60σ |
| Net To Gross Ratio | 22.4% | 0.5756 | 0.5380 | +0.22σ |