Since they like to remain concealed perhaps a concerted effort to reduce gound cover would help?
I have a lot of field mice at the moment – you would all have laughed to see my reaction when one ran out of a bag of rubbish I was transporting back from the allotment – thank goodness it did so before I was in the car taking it to the dump!