The scale of digital data and the complexity of the higher education enterprise challenge coherent discussion of responsible data use. It can be helpful to parse consideration into three broad topics:
RESEARCH to build basic knowledge
APPLICATION for educational improvement
REPRESENTATION of learning and accomplishment
An overview of current practices, challenges, and initiatives in all three areas is available here.