Although demographics, cohort, and contextual factors are expected to influence physician supply at the intensive margin, much of the literature has examined the demographics and very limited cohort analysis is undertaken. This paper employs a cross-classified fixed-effects methodology to...

Non-valvular atrial fibrillation (AF) is a common heart arrhythmia in the elderly population. AF patients are at high-risk of ischemic strokes, but oral anticoagulant (OAC) therapy reduces such risks. Warfarin had been the standard OAC for AF patients, however its effectiveness is highly...