Analysis of programming process data has become popular in computing education research and educational data mining in the last decade. This type of data is quantitative, often of high temporal resolution, and it can be collected non-intrusively while the student is in a natural setting. Many levels of granularity can be obtained, such as…

Within this paper I report on aspects of a study aimed at not only discovering how and when students use a graphical calculator within an Advanced-Level (pre-University) Mathematics course, and what operations and calculations they perform with such calculators, but also the depth and type of learning that takes place when students use graphical…

The Vocational Competency Achievement Tracking System (VoCATS) in North Carolina is a competency-based instructional management system that allows the collection of data on student performance achievement before, during, and after instruction. A preliminary pilot study was conducted to evaluate the implementation of the VoCATS program with…