In this commentary on Van Leeuwen (2015, this issue), I explore the relation between theory and practice in learning analytics. Specifically, I caution against adhering to one specific theoretical doctrine while ignoring others, suggest deeper applications of cognitive load theory to understanding teaching with analytics tools, and comment on…

Describes a naturalistic paradigm and discusses the value of using a naturalistic, or qualitative, approach to study the effectiveness of computer-based instruction (CBI) and to design effective courseware. Topics discussed include data collection; data analysis; and findings of naturalistic studies of CBI effectiveness. (53 references) (LRW)

Discussion of educational evaluation focuses on five topics critical to evaluating adaptive learning environment systems: (1) the system being evaluated; (2) standards, both engineering standards and standards for assessing learning outcomes such as task transfer; (3) gathering appropriate data; (4) processes for gathering data; and (5) rules for…

The steps of policy analysis are similar to those of any research project; however, they focus on problems, issues, and needs. Using the introduction of microcomputers in a school district as an example, these steps are explained. (MLF)

Reviews research on uses of computer sound and suggests how sound might be used effectively by instructional and interface designers. Topics include principles of interface design; the perception of sound; earcons, both symbolic and iconic; sound in data analysis; sound in virtual environments; and guidelines for using sound. (70 references) (LRW)

Research on using computers in teaching economics in Great Britain has led to the conclusion that they are most useful for simulating complex systems and providing the means to analyze data and not so useful for providing feedback on learning. A nationwide competition for secondary students is also discussed. (IS)

Discusses the use of computers for teaching foreign languages and for research purposes. Highlights include the ability of computers to analyze data and transactions with or without interacting with the learner; the learner's acquisition of grammatical concepts; and changes in the discipline and in curriculum development that may result from…

Discussion of laboratory experiment simulation in science and engineering education focuses on the need for authoring systems that can be used to create simulations. An editor for a simulator model containing variables and mathematical equations is presented, and screen displays and data analysis are discussed. (LRW)

How the computer can be used to support and improve the following teaching and study methods in geography is discussed: lectures, reading, tutoring, small group teaching, simulation, educational games, model building, problem solving, field work, written work, and exploratory data analysis. Educational problems involved in each application are…

Describes a computer-aided personalized system of instruction (CAPSI) and its implementations for both on-campus and off-campus teaching at the University of Manitoba. Highlights include electronic mail, student reactions, the use of data that are saved throughout the course, and future possibilities. (Author/LRW)