A sample of 40 individuals is randomly selected from a normal population with μ = 100 and σ = 25. Those individuals are treated, and the treatment is expected to increase scores by 6.2 points. You use a two-tailed hypothesis test with α = .05 to see if the treatment is statistically significant.