Statistical Significance and Reporting Test Results

Abstract

Presenting the results of experiments as either statistically significant or not significant often ignores useful information for decision making. A more useful figure may be the probability of making the correct choice between two alternatives. Figures that indicate the magnitude of the difference are also important.