Online "Peer Instruction" has become prevalent in many "flipped classroom" settings, yet little work has been done to examine the content students generate in such a learning environment. This study characterizes a dataset generated by an open-source, web-based homework system that prompts students to first answer questions,…

The field of learning analytics is rapidly developing techniques for using data captured during online learning. In this article, we develop an additional application: the use of analytics for improving implementation fidelity in a randomized controlled efficacy trial. In an efficacy trial, the goal is to determine whether an innovation has a…

This paper demonstrates that an electronic tutoring program can collect data that enables a far more reliable assessment of students' skills than a standard examination. Socratic electronic homework tutor, CyberTutor can integrate effectively instruction and assessment. CyberTutor assessment has about 62 times less variance due to random test…

The OSAP High Risk Youth Demonstration Program of the Mississippi Band of Choctaw Indians is directed toward the prevention of substance abuse through experiences offered in an after-school program. This is the second year that the program has been implemented in the six elementary schools and one middle school of the Mississippi Choctaw…