Dataset and analysis code for Sutherland, H., Recchia, G., Dryhurst, S., & Freeman, A. L. (2022). How People Understand Risk Matrices, and How Matrix Design Can Improve their Use - Findings from Randomized Controlled Studies. Risk Analysis, 42(5), 1023-1041.