Statistical Profile — LLANO MEMORIAL HOSPITAL

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

Beds

$1.9M

Net Revenue

-50.0%

Op Margin

2.1%

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	25	63	54	-0.59σ	P16	P20
Net Patient Revenue	$1.9M	$59.7M	$36.3M	-0.47σ	P1 ▼	P1 ▼
Operating Expenses	$3.2M	$62.7M	$37.1M	-0.46σ	P0 ▼	P0 ▼
Net Income	$-1.3M	$-2.1M	-315,113	+0.08σ	P54	P44
Gross Patient Revenue	$9.1M	$186.6M	$134.7M	-0.46σ	P3 ▼	P3 ▼
Total Patient Days	64	12,073	10,290	-0.61σ	P0 ▼	P1 ▼
Medicare Day %	53.1%	30.9%	28.1%	+0.96σ	P83	P79
Operating Margin	-50.0%	-4.8%	-0.7%	-2.17σ	P0 ▼	P0 ▼
Revenue per Bed	74,737	$1.2M	843,354	-0.73σ	P1 ▼	P1 ▼
Occupancy Rate	2.1%	53.7%	52.9%	-1.96σ	P1 ▼	P1 ▼
Commercial Payer %	46.9%	61.2%	69.3%	-0.60σ	P27	P21
Net-to-Gross Ratio	20.6%	33.3%	28.5%	-0.85σ	P20	P31
Expense per Bed	127,698	$1.2M	933,465	-0.60σ	P1 ▼	P1 ▼
Revenue per Patient Day	29,194	7,054	5,735	+0.03σ	P94 ▲	P90
Payer Diversity Index	0.498	0.473	0.412	+0.43σ	P63	P88

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%	$1.9M	nan	+nanσ
Operating Margin	2.1%	-0.5000	nan	+nanσ
Occupancy Rate	44.3%	0.0210	nan	+nanσ
Revenue Per Bed	2.6%	74,737	nan	+nanσ
Net To Gross Ratio	22.4%	0.2063	nan	+nanσ

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