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Table 1 How baseline characteristics were measured

From: Predicting costs of care in heart failure patients

Characteristic

Data source

Demographic characteristics

Age

Membership file

Gender

Membership file

Race

Membership file and electronic medical record (EMR)

BMI

EMR (BMI; weight in kg/height in m2)

Smoking Status

EMR

Clinical characteristics

 

Hypertension

ICD-9 codes 401.xx – 405.xx, or systolic >140 or diastolic >90

Hyperlipidemia

ICD 9 code 272.x, or total cholesterol >199mg/dL, or low density lipoprotein >129mg/dL

Ischemic stroke

ICD 9 codes: 433.xx, 434.xx, 436, 438.0-438.53, 438.8-438.82, 438.89, 438.9, 997.02

Transient ischemic attack

ICD 9 codes: 435.xx

Hypothyroidism

ICD 9 codes: 243, 244.xx

Chronic lung disease

ICD 9 codes: 490, 491–491.21, 491.8, 491.9, 492.xx, 493.0x, 493.1x, 493.2x, 493.9x, 494.x, 495, 495.0, 495.2-495.9, 496, 518.1, 518.2

Aortic/mitral valvular disease

ICD 9 codes: 395.xx, 424.0, 424.1, 746.3-746.6, 746.81, 394.xx, 396.xx

Depression

ICD 9 codes: 296.2x-296.6x, 296.7, 296.8, 296.80, 296.82, 296.89, 300.4, 301.12, 309.1, 311

Atrial fibrillation or flutter

ICD 9 codes: 427.3x

Diabetes

Health plan diabetes registry

Coronary artery disease/acute myocardial infarction

ICD 9 codes: 410.xx – 414.xx, excluding 414.10, 414.11, 414.19

Peripheral vascular disease

ICD 9 codes: 250.7x, 440.xx, 443.81, 443.9

Left ventricular wall thickness

echocardiogram

Ejection fraction

echocardiogram

Laboratory characteristics

 

Renal function

Outpatient laboratory values for serum creatinine (glomerular filtration rate estimated from MDRD equation)

  1. BMI (Body mass index), EMR (electronic medical record), ICD-9 (International Classification of Diseases, 9th revision, clinical modification), MDRD (4-variable Modification of Diet in Renal Disease equation).