Friction would have the most effect on a bowling ball rolling down a lane towards bowling pins. Friction is the force that resists the motion of objects sliding against each other. In the case of a bowling ball rolling down a lane, the friction between the ball and the surface of the lane would significantly affect the ball's speed and trajectory.