Statistical Analysis Qualitative variables are described using numbers and percentages. Continuous variables were described using means and standard deviations or medians and interquartile ranges, if you have normal or non-normal distribution, respectively. Normality is determined by evaluating the quantile-quantile graphics and the Shapiro-Wilk test.