Time step size is a critical parameter in numerical simulations, determining the granularity of time discretization and impacting both the stability and accuracy of the solution. Choosing an appropriate time step size involves balancing computational cost against the potential for numerical errors, such as instability or inaccuracy, particularly in dynamic systems.