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…

Random forests are presented as an analytics foundation for educational data mining tasks. The focus is on course- and program-level analytics including evaluating pedagogical approaches and interventions and identifying and characterizing at-risk students. As part of this development, the concept of individualized treatment effects (ITE) is…

Joyce VanTassel-Baska is the Executive Director of the Center for Gifted Education and the Jody and Layton Smith Professor of Education at the College of William & Mary, Williamsburg, Virginia. For the past 20 years, the Integrated Curriculum Model, based on research of what works with gifted learners, has been the foundation of curriculum…

This issue of the Center's "Systems Newsletter" will be the last one published under the aegis of Dr. JoyceVanTassel-Baska, the Center's founder and current Executive Director. As of this August Dr. VanTassel-Baska will officially retire from the College of William and Mary and the Center. She will still be an integral part of the Center…