Statistical Profile — THE TOLEDO HOSPITAL
CCN 360068 | LUCAS, OH | 5 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
732
Beds
$1.34B
Net Revenue
0.8%
Op Margin
73.3%
Occupancy
5
Outlier Flags
Statistical Outliers (5)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Beds: +3.3σ above national mean
- Net Patient Revenue: +2.4σ above national mean
- Operating Expenses: +2.3σ above national mean
- Gross Patient Revenue: +2.9σ above national mean
- Total Patient Days: +3.1σ above national mean
Statistical Profile — All Variables
Each metric compared to national (n=6,123) and OH (n=235) peers. Z-score shows standard deviations from national mean.
| Metric | Hospital | Nat'l Median | OH Median | Z-Score | Nat'l %ile | State %ile |
|---|---|---|---|---|---|---|
| Beds | 732 | 63 | 77 | +3.28σ | P98 ▲ | P98 ▲ |
| Net Patient Revenue | $1.34B | $59.7M | $74.7M | +2.39σ | P97 ▲ | P96 ▲ |
| Operating Expenses | $1.33B | $62.7M | $65.4M | +2.26σ | P97 ▲ | P96 ▲ |
| Net Income | $11.1M | $-2.1M | -371,404 | +0.16σ | P86 | P80 |
| Gross Patient Revenue | $6.36B | $186.6M | $238.2M | +2.87σ | P98 ▲ | P98 ▲ |
| Total Patient Days | 191,603 | 12,073 | 12,920 | +3.11σ | P98 ▲ | P98 ▲ |
| Medicare Day % | 20.2% | 30.9% | 26.9% | -0.69σ | P24 | P24 |
| Medicaid Day % | 9.2% | 5.1% | 3.7% | -0.02σ | P69 | P90 ▲ |
| Operating Margin | 0.8% | -4.8% | -0.3% | +0.36σ | P64 | P53 |
| Revenue per Bed | $1.8M | $1.2M | $1.3M | +0.18σ | P73 | P70 |
| Occupancy Rate | 73.3% | 53.7% | 53.3% | +0.85σ | P76 | P83 |
| Commercial Payer % | 70.6% | 61.2% | 69.1% | +0.56σ | P71 | P58 |
| Net-to-Gross Ratio | 21.0% | 33.3% | 30.7% | -0.84σ | P21 | P18 |
| Expense per Bed | $1.8M | $1.2M | $1.3M | +0.10σ | P70 | P70 |
| Revenue per Patient Day | 6,981 | 7,054 | 7,089 | -0.05σ | P49 | P48 |
| Payer Diversity Index | 0.452 | 0.473 | 0.445 | +0.11σ | P41 | P53 |
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% | $1.34B | $1.45B | -0.43σ |
| Operating Margin | 2.1% | 0.0083 | -0.0508 | +0.31σ |
| Occupancy Rate | 44.3% | 0.7334 | 0.7542 | -0.11σ |
| Revenue Per Bed | 2.6% | $1.8M | $1.8M | +0.04σ |
| Net To Gross Ratio | 22.4% | 0.2102 | 0.2341 | -0.14σ |