Stability analysis is the process of determining whether a system will return to equilibrium after a disturbance or if it will diverge away from that state. It plays a crucial role in assessing the behavior of electrical circuits over time, particularly when subjected to changes in input or initial conditions, ensuring that systems function reliably and predictably.