Personalized learning considers that the causal effects of a studied learning intervention may differ for the individual student. Making the inference about causal effects of studies interventions is a central problem. In this paper we propose the Residual Counterfactual Networks (RCN) for answering counterfactual inference questions, such as…

Objectives: The aims of this study were to examine the effects of group cognitive-behavior therapy (CBT) on improving anxiety symptoms and enhancing personal growth among adolescents at risk of developing anxiety disorders in school settings in Hong Kong. Method: A total of 26 participants received an eight-session CBT group and 20 received…

The regression-discontinuity approach to evaluating educational programs is reviewed, and regression-discontinuity post-program mean differences under various conditions are discussed. The regression-discontinuity design is used to determine whether post-program differences exist between an experimental program and a control group. The difference…