I think they don't know when to stop. Fleeing the country would put an end to their criminal career, and they continue to see dollar signs. By the time they realize that the authorities will put a stop to it anyway, it's too late.
The art is to provide a clueless playboy to take the fall, so whoever has also monetary gains can sneak off in the storys background while a exempel is statuated for moral reasons.
