The developers also need to specify an alternative hypothesis, which describes the smallest meaningful change they think could occur between the two groups, e.g., 15 percent more people will fall asleep within ten minutes. This is the real result they want their study to confirm and have an 80 percent chance to detect (corresponding to a false negative rate of 20 percent).

