[edit: specifying the population of a study is pretty important. Getting random students from the University to approve your security patch doesn't make sense. Picking students who successfully completed a computer security course and got a high grade is better than that but again, may not generalize to the real world. One of the most impressive ways I have seen this being done by grad students was a user study by John Ousterhout and others on Paxos vs. Raft. IIRC, they wanted to claim that Raft was more understandable or led to fewer bugs. Their study design was excellent. See here for an example: https://www.youtube.com/watch?v=YbZ3zDzDnrw&ab_channel=Diego... ]
QFT.