Negative reinforcement is a behavioral principle where a response or behavior is strengthened by stopping, removing, or avoiding a negative outcome or aversive stimulus. It is often misunderstood as punishment, but it actually increases the likelihood of a behavior by eliminating an unpleasant condition.