Statistical Profile — CAMBRIDGE BEHAVIORAL HOSPITAL

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

Beds

708,138

Net Revenue

-50.0%

Op Margin

14.8%

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 OH (n=235) peers. Z-score shows standard deviations from national mean.

Metric	Hospital	Nat'l Median	OH Median	Z-Score	Nat'l %ile	State %ile
Beds	66	63	77	-0.37σ	P51	P45
Net Patient Revenue	708,138	$59.7M	$74.7M	-0.47σ	P0 ▼	P0 ▼
Operating Expenses	$2.3M	$62.7M	$65.4M	-0.46σ	P0 ▼	P0 ▼
Net Income	$-1.6M	$-2.1M	-371,404	+0.08σ	P53	P41
Gross Patient Revenue	$1.5M	$186.6M	$238.2M	-0.46σ	P0 ▼	P0 ▼
Total Patient Days	877	12,073	12,920	-0.60σ	P6 ▼	P4 ▼
Medicare Day %	29.5%	30.9%	26.9%	-0.22σ	P47	P59
Operating Margin	-50.0%	-4.8%	-0.3%	-2.17σ	P0 ▼	P0 ▼
Revenue per Bed	10,729	$1.2M	$1.3M	-0.76σ	P0 ▼	P0 ▼
Occupancy Rate	14.8%	53.7%	53.3%	-1.46σ	P8 ▼	P6 ▼
Commercial Payer %	70.5%	61.2%	69.1%	+0.55σ	P71	P57
Net-to-Gross Ratio	48.0%	33.3%	30.7%	+0.46σ	P72	P87
Expense per Bed	35,117	$1.2M	$1.3M	-0.63σ	P0 ▼	P0 ▼
Revenue per Patient Day	807.4550	7,054	7,089	-0.07σ	P3 ▼	P3 ▼
Payer Diversity Index	0.416	0.473	0.445	-0.14σ	P31	P36

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%	708,138	nan	+nanσ
Operating Margin	2.1%	-0.5000	nan	+nanσ
Occupancy Rate	44.3%	0.1476	nan	+nanσ
Revenue Per Bed	2.6%	10,729	nan	+nanσ
Net To Gross Ratio	22.4%	0.4802	nan	+nanσ

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