Related Experiment Video
Updated: Aug 3, 2026

A Two-interval Forced-choice Task for Multisensory Comparisons
Published on: November 9, 2018
A simple effect size indicator for two-group comparisons? A comment on r equivalent
1Department of Psychiatry, Stanford University, Stanford, CA 94305, USA. hck@stanford.edu
Abstract:
R. Rosenthal and D. B. Rubin (2003) proposed an effect size, r equivalent, to be used when (a) only sample size and p values are known for a study, (b) there are no generally accepted effect size indicators, or (c) sample sizes are so small or the data so non-normal that the directly computed effect sizes would be more misleading than the simple effect size. The limitations of their proposal, however, are many, and much more serious than the authors suggested, and should be carefully considered before this effect size is applied, as well as in developing other effect sizes using similar methods.
Related Concept Videos
One-Way ANOVA: Equal Sample Sizes
Different sample means can result in different values for the variance estimate: variance between samples. This is because the variance between samples is calculated as the product of the sample size and the variance between the...
Sign Test for Matched Pairs
To conduct the sign test, we first calculate the differences in value between...
Identifying Statistically Significant Differences: The F-Test
Comparing Experimental Results: Student's t-Test
Friedman Two-way Analysis of Variance by Ranks
Comparing the Survival Analysis of Two or More Groups

