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Table 2 Relative power of t-test and Mann-Whitney given as relative efficiency. Values less than 1 indicate greater power of t-test; greater than 1 indicates superiority of Mann-Whitney. Results are combined across sample sizes and correlations.

From: Parametric versus non-parametric statistics in the analysis of randomized trials with non-normally distributed data

Distribution

Post-treatment scores

Change scores

Moderate positive skew: shift

0.9348

0.9835

Moderate positive skew: ratio

1.1382

1.0436

Moderate negative skew: shift

1.1833

1.0187

Moderate negative skew: ratio

0.9301

0.9825

Uniform: shift

0.9339

0.9846

Uniform: ratio

0.9488

0.9929

Extreme negative skew: shift

1.3769

1.1140

Extreme negative skew: ratio

1.6675

1.2046

Extreme asymmetry: shift

7.1461

0.5370

Extreme asymmetry: ratio

9.0091

0.6432

Normal: shift

0.9660

0.9726

Normal: ratio

0.9740

0.9760