“…In the present study, the two commonly used visuals in health-related research, risk ladders and icon arrays, did not lead to better performance than no visual display at all. The goal of including visuals in the present study and other work (Fitzsimmons, Woodbury, et al, 2022; Mielicki et al, 2021; Sidney, Thompson, & Rivera, 2019; Thompson et al, 2021) is to visually communicate how the part relates to the whole, and should promote a portable and durable conceptual understanding of rational number magnitudes when people encounter them in various contexts. Though substantial research in health decision-making has examined the use of visuals to help people, especially those low in numeracy, better understand risk magnitudes (Ancker et al, 2006; Bonner et al, 2021; Garcia-Retamero & Cokely, 2013, 2017; Garcia-Retamero et al, 2012; Trevena et al, 2021), the goal of these visuals is to ease the mathematical burden such that people can more easily comprehend risk magnitudes perceptually (Waters et al, 2016).…”