Estimating the efficacy of different instructional modalities, techniques, and interventions is challenging because teaching style covaries with instructor, and the typical student only takes a course once. We introduce the individualized treatment effect (ITE) from analyses of personalized medicine as a means to quantify individual student…

Sixty fifth grade students participated in a study that investigated how children learn from a nonverbal film. The students were randomly assigned to one of four conditions where they were presented individually with (1) a film story, (2) a silent version of the film, (3) a descriptive audio version of the film's content, or (4) the same story…

The study compared the effects of different verbal formats--visual (printed) and aural (recorded tape)--on the performance of 60 vocational high school boys (30 each of high and low reading abilities). Findings indicated high reading ability students performed significantly better; findings relating performance to verbal format were inconsistent.…

Sixty-six students were enrolled in a combined Social Science-English experimental section which permitted them their choice of learning method. Options available were lecture, small group, programmed instruction, directed study and community involvement, and students were encouraged to try a variety of approaches. Six questions relating to…

The 7th International Conference on Education Data Mining held on July 4th-7th, 2014, at the Institute of Education, London, UK is the leading international forum for high-quality research that mines large data sets in order to answer educational research questions that shed light on the learning process. These data sets may come from the traces…