Homogeneity of slopes is an assumption in ANCOVA (Analysis of Covariance) that requires the relationship between the covariate and the dependent variable to be consistent across all levels of the independent variable. Violating this assumption can lead to incorrect conclusions, as it implies that the effect of the covariate differs between groups, potentially biasing the results.