Statistical Profile — METHODIST HOSPITAL FOR SURGERY

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

Beds

$178.4M

Net Revenue

22.8%

Op Margin

40.2%

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.

Revenue per Bed: +2.1σ above 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	32	63	54	-0.55σ	P32	P31
Net Patient Revenue	$178.4M	$59.7M	$36.3M	-0.09σ	P71	P78
Operating Expenses	$137.7M	$62.7M	$37.1M	-0.18σ	P66	P75
Net Income	$40.7M	$-2.1M	-315,113	+0.37σ	P94 ▲	P89
Gross Patient Revenue	$332.2M	$186.6M	$134.7M	-0.29σ	P60	P65
Total Patient Days	4,697	12,073	10,290	-0.52σ	P32	P35
Medicare Day %	17.4%	30.9%	28.1%	-0.83σ	P19	P23
Operating Margin	22.8%	-4.8%	-0.7%	+1.46σ	P95 ▲	P90 ▲
Revenue per Bed	$5.6M	$1.2M	843,354	+2.11σ	P99 ▲	P98 ▲
Occupancy Rate	40.2%	53.7%	52.9%	-0.46σ	P35	P38
Commercial Payer %	82.6%	61.2%	69.3%	+1.14σ	P88	P80
Net-to-Gross Ratio	53.7%	33.3%	28.5%	+0.73σ	P78	P82
Expense per Bed	$4.3M	$1.2M	933,465	+1.13σ	P97 ▲	P98 ▲
Revenue per Patient Day	37,981	7,054	5,735	+0.07σ	P96 ▲	P92 ▲
Payer Diversity Index	0.287	0.473	0.412	-1.04σ	P13	P20

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%	$178.4M	nan	+nanσ
Operating Margin	2.1%	0.2282	nan	+nanσ
Occupancy Rate	44.3%	0.4021	nan	+nanσ
Revenue Per Bed	2.6%	$5.6M	nan	+nanσ
Net To Gross Ratio	22.4%	0.5370	nan	+nanσ

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