Some board games are not random at all - skill and skill alone determine the outcome. Unfortunately, for those games the result has been determined before the game even started! Dice rolling is a mechanics that injects a degree of randomness into a game to make it more varied. It is also somewhat an equalizer in that gives people less skilled a greater chance of winnning.