Damping parameters are critical in controlling the dissipation of energy in oscillatory systems, influencing the rate at which oscillations decrease over time. These parameters are essential for ensuring stability and performance in mechanical, electrical, and structural systems, where they help to prevent excessive vibrations and potential system failures.