This is fair. I was familiar with methods of evaluating causality, but didn't think it applied here since it hadn't occurred to me to design the study that way.

This is fair. I was familiar with methods of evaluating causality, but didn't think it applied here since it hadn't occurred to me to design the study that way. Yet another lesson in "just because I can't think of it doesn't mean it can't be done."