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Dr. Barbour trained in internal medicine and nephrology at the University of British Columbia. He also completed a glomerulonephritis fellowship and M.Sc. in clinical epidemiology at the University of Toronto. He is an associate professor with the UBC Division of Nephrology and the medical lead and chair of the BC Renal Glomerulonephritis Committee and GN Registry.

Through these positions, he is responsible for health policy and health services related to glomerular diseases in BC. His research focus is on clinical trials, health outcomes and health services delivery in glomerulonephritis, and using prediction modeling techniques to improve risk stratification in glomerular diseases. He is the chair of the International IgA Nephropathy Network Research Group and holds multiple peer-reviewed grants, including from Health Research BC, the Kidney Foundation of Canada, and the Canadian Institutes of Health Research.