The Greenhouse-Geisser correction is a statistical method used to adjust the degrees of freedom in repeated measures ANOVA tests when the assumption of sphericity is violated. This correction helps to reduce the Type I error rate, making the test results more reliable when the data does not meet the sphericity assumption.