The Wilcoxon signed-rank test is a non-parametric statistical test used to compare two related samples or matched pairs to assess whether their population mean ranks differ. It is particularly useful when the data does not meet the assumptions of a parametric test like the paired t-test, such as normality or when dealing with ordinal data.