A reanalysis of research reported in the "Journal of Industrial Teacher Education" demonstrates a tendency among researchers to base interpretations of data entirely on the results of tests for statistically significant differences. The appraisal suggests that several of the published findings should be reviewed using additional data analysis techniques. (LRA)