Kinetic data is crucial for determining the reaction rate and understanding the influence of different variables such as temperature, pressure, and concentration. By fitting the experimental data to kinetic models, researchers can deduce the order of reaction and rate constants. This information is vital for scaling up reactions from the laboratory to industrial scale.