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…

Creativity is a relevant skill for human beings in order to overcome complex problems and reach novel solutions based on unexpected associations of concepts. Thus, the education of creativity becomes relevant, but there are not tools to automatically track the creative potential of learners over time. This work provides a novel set of behavioural…

Predicting the success or failure of a student in a course or program is a problem that has recently been addressed using data mining techniques. In this paper we evaluate some of the most popular classification and regression algorithms on this problem. We address two problems: prediction of approval/failure and prediction of grade. The former is…

A simple deterministic macroeconomic computer model was tested in a junior-senior level economic statistics course to demonstrate how and why some common errors arise when statistical estimation techniques are applied to economic relationships in empirical problematic situations. The computer model was treated as the true universe or real-world…

This paper describes a research project in which a moral education curriculum was incorporated into primary and secondary school classrooms in four schools in the Toronto area. The background theory which is presented is developmental in perspective. The interactionist viewpoint, an important aspect of the theory, states that development is…

An effort to create a successful faculty development program in political science is described. Intended as a program of faculty renewal which would affect the real lives and interests of faculty members, the program is based on the contributions of one education faculty member who joined and interacted intensely with a university political…

A two-day exchange between staff of the University of Northern Iowa at Cedar Falls and the Burt Community School proved successful for all participants. The university team (professors, graduate students, and senior students who had completed student teaching) became responsible for the education of the Burt students while the Burt teachers and…

The paper discusses an experiment in which regression analysis was used to examine predictors of information retention following a college economics course. It was hypothesized that students taught in small classes with self-instructional materials would place a higher value on basic economic concepts and retain these concepts longer than students…