Patients who were African-American (versus white), Medicaid beneficiaries, those without health insurance (versus private insurance), and those who were unemployed (versus employed) were significantly less likely to initiate PD. Decreased PD was associated with comorbidities, including congestive heart failure, peripheral vascular disease, and inability to ambulate.