Introduction: Disparities in healthcare outcomes between races have been extensively described; however, studies fail to characterize the contribution of differences in distribution of covariates between groups and the impact of discrimination. This study aims to characterize the degree to which clinicodemographic factors and unmeasured confounders are contributing to any observed disparities between non-Hispanic white and black males on surgical outcomes after major urologic cancer surgery. Methods: Non-Hispanic white and black males undergoing radical cystectomy, nephrectomy, or prostatectomy for cancer in the American College of Surgeons National Surgical Quality Improvement Program database from 2007 to 2016 were included in this analysis. The outcome of interest was Clavien IIIÀV complications. Analysis was conducted in 2017 using the PetersÀBelson method to compare the disparity in outcomes while adjusting for 13 important demographic and clinical characteristics. Results: Of the 15,693 cases included with complete data, 13.0% (n=2,040) were black. There was a significantly increased rate of unadjusted Clavien III and V complications between white versus black males for radical cystectomy (21.9% vs 10.1%, p=0.005); nephrectomy (6.4% vs 3.9%, p=0.028); and radical prostatectomy (2.3% vs 1.6%, p=0.046). Adjusting for differences in age, BMI, American Society of Anesthesiologists score, functional status, smoking history, and comorbidities including diabetes, chronic obstructive pulmonary disease, heart failure, renal failure, bleeding disorder, steroid use, unintentional weight loss, and hypertension between the groups could not explain the disparity in complications after radical cystectomy; the unexplained discrepancy was an absolute excess of 11.8% (p=0.01) in black males. There was an unexplained excess of complications in black males undergoing radical prostatectomy and nephrectomy but neither reached statistical significance. Conclusions: Black males undergoing radical cystectomy for cancer experienced higher complication rates than white males. Unexplained differences between the black and white males significantly contributed to the disparity in outcomes, which suggests that unmeasured factors, such as the quality of surgical or perioperative care, are playing a considerable role in the observed inequality.