I found this video, (linked as required reading for lesson 2), really interesting:
> 21 fairness definitions and their politics
https://www.youtube.com/watch?v=jIXIuYdnyyk
It feels accessible to people with stats 101 under their belt, and pays a lot of attention to the human factors involved in these problems.