Negative reinforcement is a behavioral concept that involves the removal of an unpleasant stimulus to increase the likelihood of a desired behavior being repeated. It is not punishment, but rather a way to strengthen behaviors by taking away something undesirable when the behavior occurs. This concept plays a critical role in understanding how behaviors are acquired and maintained, bridging the gap between behaviorist principles and cognitive processes.