To increase the acceleration of the bowling ball, the bowler should choose a ball with less mass or throw the ball with more force. According to Newton's second law of motion (F = ma), for a given force, less mass (m) will result in greater acceleration (a).
So, the correct change the bowler should make is:
The bowler should choose a ball with less mass or throw the ball with more force.