Statistical Profile — METHODIST SOUTHLAKE MEDICAL CENTER

🛡️ Public data only — no PHI permitted on this instance.

Beds

$34.4M

Net Revenue

-50.0%

Op Margin

5.1%

Occupancy

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.

Operating Margin: -2.2σ below national mean

Statistical Profile — All Variables

Each metric compared to national (n=6,123) and TX (n=583) peers. Z-score shows standard deviations from national mean.

Metric	Hospital	Nat'l Median	TX Median	Z-Score	Nat'l %ile	State %ile
Beds	54	63	54	-0.43σ	P46	P50
Net Patient Revenue	$34.4M	$59.7M	$36.3M	-0.40σ	P37	P48
Operating Expenses	$56.9M	$62.7M	$37.1M	-0.35σ	P47	P59
Net Income	$-22.5M	$-2.1M	-315,113	-0.07σ	P18	P9 ▼
Gross Patient Revenue	$92.1M	$186.6M	$134.7M	-0.42σ	P37	P44
Total Patient Days	1,010	12,073	10,290	-0.59σ	P7 ▼	P12
Medicare Day %	16.2%	30.9%	28.1%	-0.89σ	P18	P21
Operating Margin	-50.0%	-4.8%	-0.7%	-2.17σ	P0 ▼	P0 ▼
Revenue per Bed	636,731	$1.2M	843,354	-0.44σ	P29	P42
Occupancy Rate	5.1%	53.7%	52.9%	-1.84σ	P2 ▼	P3 ▼
Commercial Payer %	83.8%	61.2%	69.3%	+1.20σ	P89	P83
Net-to-Gross Ratio	37.3%	33.3%	28.5%	-0.06σ	P58	P67
Expense per Bed	$1.1M	$1.2M	933,465	-0.21σ	P42	P57
Revenue per Patient Day	34,043	7,054	5,735	+0.05σ	P95 ▲	P91 ▲
Payer Diversity Index	0.272	0.473	0.412	-1.15σ	P12	P18

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%	$34.4M	nan	+nanσ
Operating Margin	2.1%	-0.5000	nan	+nanσ
Occupancy Rate	44.3%	0.0512	nan	+nanσ
Revenue Per Bed	2.6%	636,731	nan	+nanσ
Net To Gross Ratio	22.4%	0.3733	nan	+nanσ

Hospital Profile Demand Analysis 3-Year History National Regression TX Market