Studies have shown that issues of privacy, control of data, and trust are essential to implementation of learning analytics systems. If these issues are not addressed appropriately, systems will tend to collapse due to a legitimacy crisis, or they will not be implemented in the first place due to resistance from learners, their parents, or their…

This paper surveys recent conceptual and empirical work related to development of decision-oriented frameworks for management information systems design, particularly as related to improving the management of organizations. (Author)

A number of critical aspects of educational information system design are discussed. The success of any information system depends largely upon several key decisions that must be made early in the preliminary design phase. The paper attempts to (1) indicate the nature and some of the major implications of these key decisions and (2) provide a…