Atrial fibrillation (AF) is a common cardiac arrhythmia that is associated with severe consequences, including symptoms, hemodynamic instability, increased cardiovascular mortality, and stroke. While other arrhythmias such as torsades de pointes and sinus bradycardia are more typically thought of as drug-induced, AF may also be precipitated by drug therapy, although ascribing causality to drug-associated AF is more difficult than with other drug-induced arrhythmias. Drug-induced AF is more likely to occur in patients with risk factors and comorbidities that commonly coexist with AF, such as advanced age, alcohol consumption, family history of AF, hypertension, thyroid dysfunction, sleep apnea, and heart disease. New-onset AF has been associated with cardiovascular drugs such as adenosine, dobutamine, and milrinone. In addition, medications such as corticosteroids, ondansetron, and antineoplastic agents such as paclitaxel, mitoxantrone, and anthracyclines have been reported to induce AF. Whether bisphosphonate drugs are associated with new onset AF remains controversial and requires further study. The potential contribution of specific drug therapy should be considered when patients present with new onset AF.