Statistical Profile — METHODIST AMBULATORY SURGICAL HOSPIT

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

Beds

1.0000

Net Revenue

nan%

Op Margin

0.3%

Occupancy

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.

Occupancy Rate: -2.0σ below national mean
Net-to-Gross Ratio: +2.9σ above national mean
Payer Diversity Index: -3.1σ 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	22	63	54	-0.61σ	P13	P15
Net Patient Revenue	1.0000	$59.7M	$36.3M	-0.47σ	P0 ▼	P0 ▼
Operating Expenses	$3.1M	$62.7M	$37.1M	-0.46σ	P0 ▼	P0 ▼
Net Income	$-3.1M	$-2.1M	-315,113	+0.07σ	P44	P33
Gross Patient Revenue	1.0000	$186.6M	$134.7M	-0.47σ	P0 ▼	P0 ▼
Total Patient Days	1	12,073	10,290	-0.61σ	P0 ▼	P0 ▼
Revenue per Bed	0.0455	$1.2M	843,354	-0.77σ	P0 ▼	P0 ▼
Occupancy Rate	0.3%	53.7%	52.9%	-2.03σ	P0 ▼	P0 ▼
Commercial Payer %	100.0%	61.2%	69.3%	+1.99σ	P98 ▲	P97 ▲
Net-to-Gross Ratio	100.0%	33.3%	28.5%	+2.94σ	P98 ▲	P97 ▲
Expense per Bed	142,809	$1.2M	933,465	-0.59σ	P1 ▼	P1 ▼
Revenue per Patient Day	1.0000	7,054	5,735	-0.08σ	P0 ▼	P0 ▼
Payer Diversity Index	0.000	0.473	0.412	-3.05σ	P0 ▼	P0 ▼

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%	1.0000	nan	+nanσ
Occupancy Rate	44.3%	0.0030	nan	+nanσ
Revenue Per Bed	2.6%	0.0455	nan	+nanσ
Net To Gross Ratio	22.4%	1.0000	nan	+nanσ

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