Statistical Profile — LINDSAY MUNICIPAL HOSPITAL AUTHORITY
CCN 370214 | GARVIN, OK | 3 outlier flags
🛡️ Public data only — no PHI permitted on this instance.
26
Beds
$16.5M
Net Revenue
-2.0%
Op Margin
66.6%
Occupancy
3
Outlier Flags
Statistical Outliers (3)
Metrics where this hospital is >2 standard deviations from the national mean. Investigate in diligence — could signal operational issues or data quality problems.
- Medicaid Day %: +6.1σ above national mean
- Commercial Payer %: -2.3σ below national mean
- Net-to-Gross Ratio: +2.9σ 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 | 26 | 63 | 36 | -0.59σ | P30 | P41 |
| Net Patient Revenue | $16.5M | $59.7M | $24.2M | -0.44σ | P17 | P36 |
| Operating Expenses | $16.8M | $62.7M | $27.4M | -0.43σ | P15 | P26 |
| Net Income | -322,560 | $-2.1M | $-2.4M | +0.08σ | P61 | P67 |
| Gross Patient Revenue | $12.4M | $186.6M | $67.3M | -0.46σ | P5 ▼ | P7 ▼ |
| Total Patient Days | 6,320 | 12,073 | 4,669 | -0.49σ | P38 | P59 |
| Medicare Day % | 0.9% | 30.9% | 42.3% | -1.66σ | P2 ▼ | P1 ▼ |
| Medicaid Day % | 87.0% | 5.1% | 16.5% | +6.13σ | P100 ▲ | P99 ▲ |
| Operating Margin | -2.0% | -4.8% | -8.8% | +0.23σ | P57 | P63 |
| Revenue per Bed | 633,962 | $1.2M | 791,494 | -0.44σ | P29 | P42 |
| Occupancy Rate | 66.6% | 53.7% | 37.9% | +0.58σ | P67 | P76 |
| Commercial Payer % | 12.1% | 61.2% | 37.2% | -2.29σ | P1 ▼ | P4 ▼ |
| Net-to-Gross Ratio | 100.0% | 33.3% | 28.3% | +2.94σ | P98 ▲ | P99 ▲ |
| Expense per Bed | 646,368 | $1.2M | 891,796 | -0.38σ | P28 | P34 |
| Revenue per Patient Day | 2,608 | 7,054 | 6,241 | -0.07σ | P21 | P20 |
| Payer Diversity Index | 0.228 | 0.473 | 0.552 | -1.46σ | P10 | P6 ▼ |
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% | $16.5M | $45.4M | -0.11σ |
| Operating Margin | 2.1% | -0.0196 | -0.1937 | +0.92σ |
| Occupancy Rate | 44.3% | 0.6660 | 0.6165 | +0.27σ |
| Revenue Per Bed | 2.6% | 633,962 | $1.2M | -0.31σ |
| Net To Gross Ratio | 22.4% | 1.0000 | 0.6331 | +2.12σ |