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Alicorn comments on Minicamps on Rationality and Awesomeness: May 11-13, June 22-24, and July 21-28 - Less Wrong
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We've actually noticed in our weekly sessions that our nice official-looking yes-we're-gathering-data rate-from-1-to-5 feedback forms don't seem to correlate with how much people seem to visibly enjoy the session - mostly the ratings seem pretty constant. (We're still collecting useful data off the verbal comments.) If anyone knows a standard fix for this then PLEASE LET US KNOW.
You could try a variant of this (give someone a d10 and a d6, hide roll from surveyor, if the d6 comes up 1 they give you a 1-10 rating based on the d10 and are otherwise honest) but this may not be useful in cases where people aren't deliberately lying to you, and is probably only worth it if you have enough sample size to wipe out random anomalies and can afford to throw out a sixth of your data.
Or weight the die.