The independent variables in this study included age, sex, race, medical
history, hospital and discharge medications, clinical status, hospital complications,
hospital procedures, discharge disposition, and length of stay. Age was categorized
into 3 strata: 65 through 74 years, 75 through 84 years, and 85 years and
older. Comorbidities included a chart-documented history of hypertension,
diabetes mellitus, renal dysfunction (defined as blood urea nitrogen level
>14.3 mmol/L [40 mg/dL] or creatinine level >221 µmol/L [2.5 mg/dL]),
history of myocardial infarction, albumin level less than 0.003 g/L (0.03
g/dL), anemia (hematocrit <0.30), and dementia. Hospital treatment variables
on the first day of admission included aspirin, β-blockers, and thrombolytic
therapy. Hospital procedure variables included cardiac catheterization, percutaneous
coronary revascularization, and coronary artery bypass surgery. Variables
that describe clinical events or patient characteristics at any time during
the hospitalization included atrial fibrillation or flutter, stroke, recurrent
chest pain, ventricular tachycardia, intubation, and CK levels more than 4
times the normal level. Left ventricular systolic dysfunction was defined
as an LVEF of less than 0.35. Left ventricular ejection fraction levels were
measured using 1 of the following 3 methods: radionuclide ventriculography,
cardiac catheterization, or echocardiogram, prioritized in that order. Hospital
length of stay was coded as more than 12 days (yes or no), the 85th percentile
for length of stay. Discharge medication variables included aspirin, calcium
channel blockers, and angiotensin-converting enzyme inhibitors. Discharge
disposition was coded as home or to a non–acute care facility. For variables
with more than 3% missing values (ie, prothrombin time, hematocrit, creatinine,
and blood urea nitrogen), we created a dummy variable to indicate missing.
We classified the physicians' specialties on the basis of the attending physician
listed in Medicare Part A claims. Each physician's specialty was identified
by linking his or her unique physician identification number with a directory
of physician-reported specialties maintained by HCFA. For the geographic analysis,
we classified the patients into subgroups based on major regions defined by
the US Bureau of the Census: New England, Mid Atlantic, South Atlantic, East
North Central, East South Central, West North Central, Mountain, and Pacific.