With the growing penetration of doubly-fed induction generator (DFIG)-based wind farms (WFs) in power systems, short-term voltage stability problem has become more prominent. This study proposes a new approach for post-fault short-term voltage stability analysis by establishing a quantitative relationship between the system states/outputs and external disturbances. The concept of the integral-integral estimate, which is equivalent to input-to-state stability, was adopted to perform quantitative analysis at the subsystem level, and practical algorithms were developed to study the local input-to-state/output stability properties of subsystems. System-level quantitative analysis was achieved through the proposed criterion considering the stability properties of subsystems and their connections. The proposed method reveals the dynamic responses of the system under external disturbances and quantifies the size of the external disturbance that the system can tolerate, thus facilitating the operation of the power system integrated with DFIG-based WFs. The short-term voltage stability of a test power system was analysed using the proposed quantitative stability analysis approach, and the results were verified through time-domain simulations.