When colleges and universities quickly moved their classes online last March, many faculty members gave students the option of pass/fail (P/F) grading. Usually P/F implies a student must reach the minimum passing grade of D to be awarded a P. This brings up the question of what passing a course with a D means. How much of the course material did…

Learning analytics offers insights into student behaviour and the potential to detect poor performers before they fail exams. If the activity is primarily online (for example computer programming), a wealth of low-level data can be made available that allows unprecedented accuracy in predicting which students will pass or fail. In this paper, we…