This presumes criminals think this through. Largely criminals exist because they didn't or couldn't think it through. If they must have money to feed their child or their addiction they will attempt to mug someone, they might pick the lowest risk target or the first target. Let's not presume these people have lots of options, if that were true most wouldn't be criminals.