Statistical Profile — JACKSON-MADISON COUNTY GENERAL HOSP
CCN 440002 | MADISON, TN | 2 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
580
Beds
$797.1M
Net Revenue
1.4%
Op Margin
75.1%
Occupancy
2
Outlier Flags
Statistical Outliers (2)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +2.4σ above national mean
- Total Patient Days: +2.5σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and TN (n=141) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | TN Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 580 | 63 | 56 | +2.45σ | P97 ▲ | P94 ▲ |
| Net Patient Revenue | $797.1M | $59.7M | $44.3M | +1.24σ | P94 ▲ | P95 ▲ |
| Operating Expenses | $786.1M | $62.7M | $42.6M | +1.15σ | P94 ▲ | P95 ▲ |
| Net Income | $11.0M | $-2.1M | -388,303 | +0.16σ | P86 | P88 |
| Gross Patient Revenue | $2.84B | $186.6M | $152.3M | +1.03σ | P92 ▲ | P92 ▲ |
| Total Patient Days | 158,924 | 12,073 | 11,161 | +2.48σ | P97 ▲ | P95 ▲ |
| Medicare Day % | 29.0% | 30.9% | 28.1% | -0.25σ | P45 | P51 |
| Medicaid Day % | 2.1% | 5.1% | 7.9% | -0.58σ | P26 | P14 |
| Operating Margin | 1.4% | -4.8% | -0.6% | +0.39σ | P66 | P56 |
| Revenue per Bed | $1.4M | $1.2M | 799,248 | -0.06σ | P57 | P76 |
| Occupancy Rate | 75.1% | 53.7% | 61.7% | +0.92σ | P79 | P75 |
| Commercial Payer % | 69.0% | 61.2% | 67.5% | +0.48σ | P67 | P56 |
| Net-to-Gross Ratio | 28.0% | 33.3% | 23.7% | -0.50σ | P37 | P59 |
| Expense per Bed | $1.4M | $1.2M | 791,756 | -0.09σ | P55 | P79 |
| Revenue per Patient Day | 5,016 | 7,054 | 4,716 | -0.06σ | P32 | P54 |
| Payer Diversity Index | 0.440 | 0.473 | 0.459 | +0.02σ | P38 | P44 |
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% | $797.1M | $1.28B | -1.90σ |
| Operating Margin | 2.1% | 0.0138 | -0.0168 | +0.16σ |
| Occupancy Rate | 44.3% | 0.7507 | 0.8042 | -0.29σ |
| Revenue Per Bed | 2.6% | $1.4M | $2.0M | -0.32σ |
| Net To Gross Ratio | 22.4% | 0.2804 | 0.2066 | +0.43σ |