Table 18: Different statistical tests for group comparison according to the existing assumptions
Measurement scale Assumption of distribution Type of group Analysis
Nominal or Ordinal - Independent Chi square test
- Paired (before-after) Sign test
Continuous or Ratio Normally distributed Independent Independent t test
Paired (before-after) Paired t test
Not normally distributed Independent Mann Whitney
Paired Wilcoxon