Kinetic models are developed through a combination of experimental data and theoretical analysis. Researchers conduct experiments to measure reaction rates under various conditions and use this data to fit the parameters of the chosen kinetic model. Advanced techniques such as nonlinear regression and computational methods can be employed to refine these models.