Kirkpatrick's highly popular model of training evaluation criteria proposed four ascending, causally related, and positively intercorrelated levels: reactions, learning, behavior, and results. This article examines the validity of the three problematic assumptions of the model, the frequency of each level in published evaluation studies, correlations from the literature, and implications for the researcher and training manager. (Author/TE)