Is the puppy likely to chase the ball the next time you throw it?

Yes, especially if there is reward involved if then puppy managed to bring back the ball.

In organism with simple brains structure like dogs, Reward-based activities often become the most effective method to train your dogs to do something

This method will amplify it's effect when you provide something to punish the dog.