Is it possible the modalities in FQ variables stand (1,2,3,4) for?
btw, the majority of FQ variables are Yes/No questions.
Sorry, I didn't notice that they already mention it
can we deal it as categorical variables?
but we have a high dimensionality of data, have a too large of missing data in some columns, my suggestions for high dimensionality is using reduction techniques.