Educational software data promises unique insights into students' study behaviors and drivers of success. While much work has been dedicated to performance prediction in massive open online courses, it is unclear if the same methods can be applied to blended courses and a deeper understanding of student strategies is often missing. We use pattern…

Designed to illustrate effective course design for user-oriented materials for data processing education or training, this paper argues that conceptual knowledge should be integrated into a course only as it is needed to support task knowledge. The importance of determining the direction of a course by planning and controlling the informational…

Eighty college students with no computer programing experience were the subjects of a study to determine the effects of the use of advanced organizers and subject control of instruction on performance. Students either received a logical or a scrambled sequence of instructional frames on computer programing, were either allowed to alter the order…

Teaching college faculty the principles and applications of computers for computer-based instruction (CBI) in workshops or classrooms is discussed, along with implications of establishing an ongoing program based on sequential levels of knowledge acquisition. Five hierarchical categories for the acquisition of knowledge, based on a model by Hubert…