jkaufman comments on Results of a One-Year Longitudinal Study of CFAR Alumni - Less Wrong
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Longitudinal studies can and should include control groups. The difference with RCTs is that the control group is not randomized. Instead, you select from a population which is as similar as possible to the treatment group, so an example is a group of people who were interested but couldn't attend because of scheduling conflicts. There is also the option of a placebo substitute like sending them generic self-help tips.
ETA: "Longitudinal" is also ambiguous here. It means that data were collected over time, and could mean one of several study types (RCTs are also longitudinal, by some definitions). I think you want to call this a cohort study, except without controls this is more like two different cross-sectional studies from the same population.
They did this with an earlier batch (I was part of that control group) and they haven't reported that data. I found this disappointing, and it makes me trust this round of data less.
You're right, we should've posted the results on our previous study. I'll put those numbers together in a comprehensible format and then I'll have them posted soon.
The brief explanation of why we didn't take the time to write them up earlier is that the study was underpowered and we thought that the results weren't that informative. In retrospect, that decision was a mistake.
I've put a list of the workshop surveys that we've done in a separate comment.