Statistical Profile — JACKSON COUNTY MEMORIAL HOSPITAL
CCN 370022 | JACKSON, OK | 0 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
49
Beds
$75.5M
Net Revenue
-10.7%
Op Margin
35.8%
Occupancy
0
Outlier Flags
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 | 49 | 63 | 36 | -0.46σ | P43 | P62 |
| Net Patient Revenue | $75.5M | $59.7M | $24.2M | -0.31σ | P55 | P75 |
| Operating Expenses | $83.5M | $62.7M | $27.4M | -0.29σ | P56 | P73 |
| Net Income | $-8.0M | $-2.1M | $-2.4M | +0.03σ | P31 | P27 |
| Gross Patient Revenue | $186.6M | $186.6M | $67.3M | -0.37σ | P50 | P63 |
| Total Patient Days | 6,395 | 12,073 | 4,669 | -0.49σ | P39 | P61 |
| Medicare Day % | 51.1% | 30.9% | 42.3% | +0.86σ | P81 | P62 |
| Medicaid Day % | 16.9% | 5.1% | 16.5% | +0.59σ | P84 | P50 |
| Operating Margin | -10.7% | -4.8% | -8.8% | -0.21σ | P36 | P44 |
| Revenue per Bed | $1.5M | $1.2M | 791,494 | +0.03σ | P64 | P78 |
| Occupancy Rate | 35.8% | 53.7% | 37.9% | -0.63σ | P30 | P45 |
| Commercial Payer % | 32.0% | 61.2% | 37.2% | -1.32σ | P11 | P31 |
| Net-to-Gross Ratio | 40.5% | 33.3% | 28.3% | +0.09σ | P63 | P65 |
| Expense per Bed | $1.7M | $1.2M | 891,796 | +0.06σ | P67 | P78 |
| Revenue per Patient Day | 11,807 | 7,054 | 6,241 | -0.03σ | P73 | P82 |
| Payer Diversity Index | 0.608 | 0.473 | 0.552 | +1.20σ | P93 ▲ | P66 |
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% | $75.5M | $45.7M | +0.12σ |
| Operating Margin | 2.1% | -0.1066 | -0.0907 | -0.08σ |
| Occupancy Rate | 44.3% | 0.3576 | 0.3903 | -0.18σ |
| Revenue Per Bed | 2.6% | $1.5M | $1.4M | +0.08σ |
| Net To Gross Ratio | 22.4% | 0.4045 | 0.4886 | -0.49σ |