Likert scales are often used in visualization evaluations to produce quantitative estimates of subjective attributes, such as ease use or aesthetic appeal. However, the methods collect, analyze, and visualize data collected with inconsistent among papers. In this paper, we examine a tool for measuring response systematic review 134 published between 2009 2019. We find that papers both objective...