I have become accustomed to matching groups with each other (a treatment group with a created control group) and I do this in R, but I would like to know if each individual case in the treatment could be acceptably paired with a case in the control.
For example, if you have a treatment group of those who took the drug, and you create a control group using a series of reasonable variables, then one could quite easily have two groups that are balanced. However, say we were also interested in the time (i.e. date) when the people in the treatment group took the drug. Could I then match, on a one to one basis, each case from the treatment with a case from the non-treatment and essentially give the non-treatment cases the same time (i.e. date) as their matched treatment counterpart?
Another way of asking this question is, would it be theoretically sound for me to move away from comparing groups to actually comparing individuals in the groups (matched VS non-matched)?
Thanks a lot.
Michael