This study analyzed predictors of erythropoiesis-stimulating agent (ESA) hyporesponsiveness in a global clinical trial of 2,964 dialysis patients. It found that geographic region, particularly Latin America, was a strong, previously unreported predictor of ESA hyporesponsiveness.