Now that you have a sense of how changing the sample size affects the statistical significance of the statistical finding, what about the size of the difference between the sample statistics? How does an increase in the difference between the sample statistics change the probability of rejecting the null hypothesis? The probability of rejecting the null hypothesis decreases. The probability of rejecting the null hypothesis does not change. The probability of rejecting the null hypothesis increases