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st: long or wide in survey data
Hi again,
I have a data set in wide format containing survey data. I want to
find out what affects as certain set of knowledge related variables.
Therefore I tend to generate a knowledge index based on the correct
answers. Now, each individual was asked 3 knowledge questions related
to one topic while also each individual was asked about 5 topic. So, I
have 3x5 knowledge related answers.
Now the question: Would you recommend keeping the data set in wide
format and generate an overall knowledge index or else would you
reshape the data set to long and only generate a knowledge index for
each topic (so basically treating each individual & topic combination
as a single observation). When going for long I think I will have to
use a random effects model on the basis of each individual and/or use
the -vce(cluster individual)- option.
Maybe some of you have some experience on this and could share it?
Many thanks for your consideration,
Andrea
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