If you are doing anything with human subjects, even something dumb like having them flip coins for an hour while recording the results, you need approval from your local ethics board.

If you are doing self-experimentation, you do not.

48 "authors" is a bit extreme, but it's the norm to do some light human research with a half dozen authors as the subjects.