Negative acceleration refers to a decrease in velocity over time, where the object's speed is slowing down. This is the opposite of positive acceleration, which describes an increase in velocity. Negative acceleration is a crucial concept in the study of motion and is particularly relevant when analyzing velocity-time graphs.