Instability analysis is a method used to determine the conditions under which a system will lose its equilibrium and transition into a different state, often leading to unpredictable or chaotic behavior. It is crucial in fields like engineering, physics, and economics to understand the thresholds and dynamics that can lead to failure or significant change in systems.