Non-parametric tests are statistical methods that do not assume a specific distribution of the data. They are particularly useful in Nursing research when data do not meet the assumptions required for parametric tests, such as normality and homogeneity of variance. These tests are versatile and can be applied to ordinal data or when sample sizes are small.