Graphics are widely believed to be useful ways to communicate statistical information and
stimulate data analysis. Yet we often use only the most simple graphics, bar and pie charts, or
tables to present data, especially with the evaluation's audcences. Little research is available to
assess the effectiveness of graphical displays with evaluation audiences. Two types of graphical
displays, a modified box plot and a multivariate STAR graph were compared with tables
containing the same information in an experiment with five groups that comprise the audience
for evaluation results. For the univariate display, the audiences for an educational evaluation
were 67% accurate in interpreting evaluation results when using a graph, compared to 63%
accuracy for a table. For the multivariate display, the audiences made accurate comparisons
70% of the time, but these results were bettered by those using a table (84%). However, an
individual item analysis offers some guidance for designing multivariate graphics with nontech
nical audiences that may be used to improve these displays.