I think you are right. A method might involve something like: Use propensity scoring to match until a record is used a maximum number of times (say 5). Remove that record from the controls data. Repeat as needed until all cases are matched.   This would result in a stratified matching, with the matching getting worse as you go along.  Your subsequent analysis should take this into account somehow.   SteveDenham ... View more