Online Appendix We used the following criteria to define outcomes and comorbid illnesses based on previous published work. Condition Criteria ICD9 or CPT Codes Hypertension Two or more physician-assigned diagnoses in ambulatory-visit databases, or one outpatient diagnosis plus receipt of antihypertensive pharmacologic therapy found in pharmacy database (1). ICD-9: 401–405 Diabetes Two or more physician-assigned diagnoses in ambulatory-visit or hospitalization databases, or any prescription for diabetes (2). ICD-9: 250, 300 57.2, 362.0, 366.41 Coronary artery disease A history of or diagnosis of any of the following 5 conditions: Acute myocardial infarction Primary discharge diagnosis in hospitalization databases (1). ICD-9: 410 Unstable and stable angina Primary discharge diagnosis in hospitalization databases or physician-assigned diagnosis in ambulatory-visit database (1). ICD-9: 411, 413 Chronic coronary artery disease Primary discharge diagnosis in hospitalization databases or physician-assigned diagnosis in ambulatory-visit database (1). ICD-9: 414.0, 414.8, 414.9 Percutaneous coronary intervention Procedural code in hospitalization and ambulatory-visit databases (1). ICD-9: 36.01–36.02, 36.05, 36.06, 36.09 CPT: 92980–92981, 92982, 92984–92996 Coronary artery bypass surgery Procedural code in hospitalization databases (1). ICD-9: 36.10–36.17, 36.19 CPT: 33510–33519, 33521– 33523, 33533–33536 Congestive heart failure Primary discharge diagnosis in hospitalization databases or physician-assigned diagnosis in ambulatory-visit database. ICD-9: 398.91, 402.01, 402.11, 402.91, 428.0, 428.1, 428.9 Chronic lung disease Primary discharge diagnosis of chronic obstructive pulmonary disease or chronic bronchitis in hospitalization databases, or physician-assigned diagnoses in ambulatory visit databases (1). ICD-9: 491.x, 492.x, 493.x, 496, 518.1, 518.2 Smoking Primary discharge diagnosis in hospitalization databases, or physician-assigned diagnoses in ambulatory-visit databases, or prescription for smoking cessation in pharmacy database (3). ICD-9: 305.1, V15.82, 649.0, 989.84 Alcoholism Primary discharge diagnosis in hospitalization databases, or physician-assigned diagnoses in ambulatory-visit databases of alcohol abuse, complications from alcohol use, or alcoholism (4). ICD-9: 291.x, 303.x, 305.0, 305.0x, 790.3, 980.0, 980.8, 980.9, E860.0, E860.1, E860.8, E860.9, 357.5, 425.5, 535.3, 571.0-571.3, V11.3 References 1. Go AS, Chertow GM, Fan D, McCulloch CE, Hsu CY. Chronic kidney disease and the risks of death, cardiovascular events, and hospitalization. N Engl J Med 2004;351:1296305. 2. Miller DR, Safford MM, Pogach LM. Who has diabetes? Best estimates of diabetes prevalence in the Department of Veterans Affairs based on computerized patient data. Diabetes Care 2004;27 Suppl 2:B10-21. 3. Jonk YC, Sherman SE, Fu SS, Hamlett-Berry KW, Geraci MC, Joseph AM. National trends in the provision of smoking cessation aids within the Veterans Health Administration. Am J Manag Care 2005;11:77-85. 4. Justice AC, Lasky E, McGinnis KA, et al. Medical disease and alcohol use among veterans with human immunodeficiency infection: A comparison of disease measurement strategies. Med Care 2006;44:S52-60.