Decreasing acceleration can indeed be negative acceleration, but it is not a requirement. A decelerating body experiences negative acceleration, while decreasing acceleration can also be positive. The distinction lies in the direction of the acceleration vector relative to the velocity of the object. Negative acceleration indicates that the acceleration opposes the direction of motion, regardless of its magnitude. Understanding these concepts is crucial for clarifying misconceptions in physics.