The sign test is a non-parametric statistical test used to evaluate the median difference between paired observations or a sample median. It is particularly useful when the assumptions of parametric tests (like normality) are violated. The test only considers the direction of change (positive or negative), not the magnitude, making it simple and robust for small sample sizes.