When I'm putting sashing between blocks I try to go with a dimension that is used in the block. I guess you could say I try to keep it proportional. A 9-patch 12" block could get 4" (the size of the patches) or 2" (half the size of the patches).
But like everyone else said, it's what pleases you and looks good for the overall look of the quilt!