Table 17: Different statistical tests for finding associations according to existing assumptions
Measurement scale Assumption of distribution Analysis
Nominal or Ordinal - Chi square test
Continuous or Ratio Normally distributed Avoid outliers data Pearson correlation
Not normally distributed Spearman rank correlation