A large NGO has a complicated, undisclosed formula for calculating pay raises. The formula's key factor is the subjective "contribution to the organization's goals". A personnel officer took a random sample of 24 female and 36 male employees to see if there was any differences in pay raises, expressed as a percentage of yearly salary.