Statistical Profile — PAM HEALTH REHAB HOSP OF SUGAR LAND

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

Beds

$19.6M

Net Revenue

61.4%

Op Margin

62.5%

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: +3.4σ 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	41	63	54	-0.51σ	P38	P41
Net Patient Revenue	$19.6M	$59.7M	$36.3M	-0.43σ	P21	P31
Operating Expenses	$7.6M	$62.7M	$37.1M	-0.45σ	P3 ▼	P4 ▼
Net Income	$12.0M	$-2.1M	-315,113	+0.17σ	P86	P80
Gross Patient Revenue	$40.2M	$186.6M	$134.7M	-0.44σ	P20	P25
Total Patient Days	9,407	12,073	10,290	-0.43σ	P45	P48
Medicare Day %	73.5%	30.9%	28.1%	+1.98σ	P95 ▲	P95 ▲
Operating Margin	61.4%	-4.8%	-0.7%	+3.38σ	P100 ▲	P100 ▲
Revenue per Bed	477,136	$1.2M	843,354	-0.52σ	P21	P29
Occupancy Rate	62.5%	53.7%	52.9%	+0.42σ	P62	P62
Commercial Payer %	26.5%	61.2%	69.3%	-1.59σ	P7 ▼	P5 ▼
Net-to-Gross Ratio	48.7%	33.3%	28.5%	+0.49σ	P73	P78
Expense per Bed	184,340	$1.2M	933,465	-0.57σ	P3 ▼	P4 ▼
Revenue per Patient Day	2,080	7,054	5,735	-0.07σ	P18	P27
Payer Diversity Index	0.390	0.473	0.412	-0.33σ	P25	P42

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%	$19.6M	nan	+nanσ
Operating Margin	2.1%	0.6137	nan	+nanσ
Occupancy Rate	44.3%	0.6252	nan	+nanσ
Revenue Per Bed	2.6%	477,136	nan	+nanσ
Net To Gross Ratio	22.4%	0.4867	nan	+nanσ

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