Estimates of the incidence of acute kidney disease (AKD) and its associated adverse outcomes are inconsistent, which may be due, in part, to differences in prior studies’ definitions of AKD. This study sought to summarize these reports and identify study-level characteristics, including the definition of AKD, that may explain the observed heterogeneity.