Phase plane analysis is a graphical method used to study the behavior of dynamical systems modeled by two first-order ordinary differential equations, providing insights into the system's stability, equilibrium points, and trajectories. By plotting the system's variables against each other, one can visualize the direction and nature of trajectories, identify fixed points, and understand the system's qualitative behavior without solving the equations analytically.