The Paired T-Test Calculator determines whether there is a statistically significant difference between two related sets of data, such as measurements taken before and after a treatment. It calculates the mean difference, standard deviation of the differences, and the t-value to test whether the observed changes are significant or likely due to random variation. This test is commonly used in before-and-after experiments or matched subject studies to evaluate the effectiveness of an intervention.