Statistical Profile — CHILDRENS MEDICAL CENTER OF PLANO

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

Beds

$336.7M

Net Revenue

20.9%

Op Margin

65.3%

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.

Payer Diversity Index: -2.5σ 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	72	63	54	-0.34σ	P53	P58
Net Patient Revenue	$336.7M	$59.7M	$36.3M	+0.25σ	P82	P85
Operating Expenses	$266.2M	$62.7M	$37.1M	+0.08σ	P78	P84
Net Income	$70.5M	$-2.1M	-315,113	+0.58σ	P96 ▲	P93 ▲
Gross Patient Revenue	$703.5M	$186.6M	$134.7M	-0.10σ	P71	P74
Total Patient Days	17,167	12,073	10,290	-0.28σ	P57	P60
Medicaid Day %	3.9%	5.1%	1.9%	-0.44σ	P42	P68
Operating Margin	20.9%	-4.8%	-0.7%	+1.37σ	P93 ▲	P88
Revenue per Bed	$4.7M	$1.2M	843,354	+1.65σ	P98 ▲	P98 ▲
Occupancy Rate	65.3%	53.7%	52.9%	+0.53σ	P65	P65
Commercial Payer %	96.1%	61.2%	69.3%	+1.80σ	P96 ▲	P94 ▲
Net-to-Gross Ratio	47.9%	33.3%	28.5%	+0.45σ	P72	P77
Expense per Bed	$3.7M	$1.2M	933,465	+0.88σ	P95 ▲	P96 ▲
Revenue per Patient Day	19,612	7,054	5,735	-0.00σ	P88	P87
Payer Diversity Index	0.075	0.473	0.412	-2.53σ	P4 ▼	P5 ▼

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%	$336.7M	nan	+nanσ
Operating Margin	2.1%	0.2093	nan	+nanσ
Occupancy Rate	44.3%	0.6532	nan	+nanσ
Revenue Per Bed	2.6%	$4.7M	nan	+nanσ
Net To Gross Ratio	22.4%	0.4786	nan	+nanσ

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