Peripheral artery disease (PAD) is undergoing a major epidemiological transition, with a rapid shift from high-income to low-income and middle-income countries. In this Review, Fowkes et al. describe the measurement of PAD in populations, as well as the worldwide prevalence, risk factors, and burden of the disease.