The significance level, often denoted by alpha, is the threshold for determining whether a statistical hypothesis test result is statistically significant. It represents the probability of rejecting the null hypothesis when it is actually true, and is commonly set at 0.05 or 5%, indicating a 5% risk of concluding that a difference exists when there is no actual difference.