I work in academia. When we grade exams, the order of the exams on the stack is the order in which they were collected in the room (people can sit wherever they like). For grading, we are usually 5 people in a single room, and everyone grades a specific exercise for consistency. The exams are getting shuffled heavily , with everyone just grabbing stacks, looking for exams where "their" exercise was not yet graded, an…
I don't think this is fair. It's just a more randomly distributed unfairness, rather than by a deterministic factor (like the student's name)
'Fair' would be each student is assessed independently for the work they did, rather than their mark being impacted by how early or late they were marked.