Three Alternatives for Graphing Behavioral Data: A Comparison of Usability and Acceptability

Behav Modif. 2022 Jan;46(1):3-35. doi: 10.1177/0145445520946321. Epub 2020 Jul 30.

Abstract

Making treatment decisions based upon graphed data is important in helping professions. A small amount of research has compared usability between equal-interval and semi-log graphs, but no prior studies have compared different types of semi-log graphs. Using a randomized, cross-over, experimental design with 72 participants, this study examined the relative usability and acceptability of three types of graphs: Regular (equal-interval), Standard Celeration Chart (SCC; semi-log), and Standard Behavior Graph (SBG; semi-log). All participants used each graph across three usability tasks (Plotting Data, Writing Values, and Interpreting Trends). For the Plotting and Writing tasks, the equal-interval graph produced the greatest rate of correct responses. However, for the Interpreting task the SBG produced the greatest rate of corrects, while the equal-interval graph produced the smallest rate. User acceptability mainly favored the equal-interval and SBG graphs. Study findings and implications are discussed with respect to graph usability and acceptability during day-to-day practice.

Keywords: acceptability; data analysis; equal-interval line graph; graphic displays; semi-logarithmic; standard behavior graph; standard celeration chart; usability; visual analysis.

Publication types

  • Randomized Controlled Trial

MeSH terms

  • Cognition
  • Data Visualization*
  • Decision Making*
  • Humans
  • Visual Perception